Author Index

A

Aas, Daniel

Learning by Doing: Valuing Energy Efficiency in Distribution System Planning

Abdelaziz, Omar

Experimental Evaluation of a Residential Refrigerator with a Novel Rotating Heat Exchanger as an Evaporator

Abear, Teren

The Inconsistency of Dimmers with LED Lamps

Åberg, Magnus

Electricity Self-Sufficiency and Primary Energy Use in a Swedish Residential Community, after Building Renovation and Implementation of Photovoltaics, Small-Scale CHP, and Electric Vehicles

Abramowitz, Ellen

Jump-starting Passive House in New York City and Beyond

Adair, Charles

Energy Efficiency and the Clean Power Plan:  Options and Opportunities

Adair, Sarah

Energy Efficiency and the Clean Power Plan:  Options and Opportunities

Adams, Josiah

Deep Savings for Small Commercial Direct Install: A Replicable Model for High Volume, Cost Effective Energy Savings

Adams, Lizzie

Occupant-Centered Design: Changing How We Design Health and Comfort Systems

Ahl, Doug

Is it Getting Hot in Here? How Climate Change will Impact Energy Efficiency Choices

Alexander, David

Savings for the Program, Savings for the Participant: Developing a Consistent and Scalable Methodology to Estimate Savings for Advanced Lighting Controls

Allen, Rachel

So You Say You have Built a ZNE Building, Prove It!

What More Can California Do to Achieve the 2020 Residential ZNE Goals? We Asked the Market…

Alliot, Quentin

Permanent Electrical Loads in New Homes

Alschuler, Elena

Appraising Green: Show Me the Market Value

Commercial Mortgages: An Underutilized Channel for Scaling Energy Efficiency Investments?

Putting Data to Work: Using Building Energy Performance Data to Expand the Market for Energy Efficiency in Buildings

Alves, Marco

Occupant-Centered Design: Changing How We Design Health and Comfort Systems

Amann, Jen

Next Generation Standards; Opportunities to Broaden the Impacts of Federal Appliance Standards

Ambach, Gary

Digging Deeper for Energy Savings: A Look at Successful Residential Financing Program Designs

Anbarlilar, Can

Measured Zero Net Energy Performance: Results, Lessons, and Surprises

Lessons Learned from a Zero Net Energy Production Builder Demonstration

Andersen, Michael

Well-connected Microzones for Increased Building Efficiency and Occupant Comfort

Anderson, Mary

To ZNE and Beyond! Building a Dynamic Energy Data Resource

Putting it All Together: Leveraging Codes and Standards to Accelerate Integration of Demand-Side Resources

Next Generation Standards; Opportunities to Broaden the Impacts of Federal Appliance Standards

Water Use Efficiency and the Role for Energy Utilities

Angle, Steven

What’s Left? How to Leverage Benchmarking to Find the Diamonds in the Rough

Ansanelli, Eric

Integrated Design for Affordable, Factory Built Homes

Antczak, Alek

Boulder's Pathway to Sustainability Lies in Being Bolder

Anthony, Abigail

Residential Load Control: How Efficiency Programs can Help Integrate Renewables

Anthony, James

Field Testing and Modeling of Supermarket Refrigeration Systems as a Demand Response Resource

Antonoff, Jayson

Putting Building Energy Benchmarking Data into Action

A National Framework for Energy Audit Ordinances

Building Performance Policies: A Comprehensive Approach

Arcipowska, Aleksandra

Europe’s Building Stock Observatory and Its Role in Evaluation of the Energy Efficiency Polices

Arens, Edward

Well-connected Microzones for Increased Building Efficiency and Occupant Comfort

Arent, John

No More Easy Refills: The Move from Prescriptions to Performance Codes

Arnold, Gabe

Savings for the Program, Savings for the Participant: Developing a Consistent and Scalable Methodology to Estimate Savings for Advanced Lighting Controls

Arnold, Hannah

Does Marketing Make a Difference? The Influence of Marketing, Education and Outreach Initiatives on Consumer Knowledge and Energy Saving Actions

Arumugam, Rathish

Office-like Test Chambers to Measure Cool Roof Energy Savings in Four Indian Climates

Aseikova, Kessie

Targeting Small Businesses: The Search for 80/20 in the 20/80 World

Aslin, Richard

Is Behavioral Energy Efficiency and Demand Response Really Better Together?

Asper, Conrad

Lessons Learned from a Zero Net Energy Production Builder Demonstration

Ast, Toby

Swiftly and Massively: Moving 115,000 Units of Multifamily Affordable Housing to Higher Efficiency

Athalye, Rahul

Potential Energy Cost Savings from Increased Commercial Energy Code Compliance

Developing Commercial Code Precalculated Packages

Attali, Sophie

Why Americans Misunderstand European Energy Policies (and vice versa)

Auel, Eric

Robotic Evaluation of Commercial Space Performance

Augenbroe, Godfried

Performance Quantification of Different HVAC Control Strategies with Application to Demand Response

Avina, John

Virtual Audits: The Promise and the Reality

Ayala, Gabriel

Testing for and Determining the Prevalence of Crossover in Multifamily Central Domestic Hot Water Systems

Ayuyao, Eugene

Electricity/Water/Gas Multi-family Behavior Program to Engage Property Owners and Tenants through Benchmarking, Competition and Rewards

Aziz, Azizan

Green Button and SEED Platform: Enhancing the SEED Platform to Support Building Portfolio Investment and Policy Decision Making

Strategies to Achieve Optimum Visual Quality for Maximum Occupant Satisfaction

Are Humans Good Sensors?: Using Occupants as Sensors for Indoor Environmental Quality Assessment and for Developing Thresholds that Matter

B

Baatz, Brendon

Big Savers: Program Administrators Achieving High Levels of Electric Savings

The Role of Electric Utility Energy Efficiency Programs in Building Community Resilience

Backhaus, Scott

Explaining Inefficiencies in Buildings Providing Ancillary Services

Bader, Meghan

Innovative Commercialization Efforts Underway at the National Renewable Energy Laboratory

Badger, Chris

Sowing the Seeds of Savings: Lessons from Vermont's Work to Develop and Deploy New Savings Opportunities

Badger, Leslie

Hot Ideas in a Cold Climate: Specs, Savings, and Lessons Learned from a High-Performance Homes Program

Badoian-Kriticos, Marina

Adoption of Benchmarking and Transparency Policies in the United States

Bain, Rupal S.

Driving Action in the Energy Efficiency Public Sector: A Model for Success

Baker, Chris

What’s Left? How to Leverage Benchmarking to Find the Diamonds in the Rough

Sustainable Buildings 2030: Creating an Effective Climate Change Program for Buildings

Baker, Lindsay

Control for the People: How Machine Learning Enables Efficient HVAC Use across Diverse Thermal Preferences

Baker, Michael

Can We Find the End Use in Smart Metering Data?

Ball, Brian

Scout: An Impact Analysis Tool for Building Energy-Efficiency Technologies

Achieving Actionable Results from Available Inputs: Metamodels Take Building Energy Simulations One Step Further

Ballinger, Nicole

Speaking Their Language: Seattle Takes a Collaborative Approach to Data-Driven Customer Engagement

Banks, Adria

What Does the Future of Space and Water Heating Look Like? Field Test Results of Combined Space and Water Heating in Low Load Homes Using CO2 Refrigerant Heat Pump Water Heaters

Bannister, Paul

Under the Hood of Energy Star and NABERS: Comparison of Commercial Buildings Benchmarking Programs and the Implications for Policy Makers

Bansal, Pranshu

National Study of Potential of Smart Thermostats for Energy Efficiency and Demand Response

Banwell, Peter

Retail Products Platform: Piloting an Innovative Midstream Energy Efficiency Program Design

ENERGY STAR's Retail Focus: A Nationally Coordinated Mid-Stream Approach

Advancing ENERGY STAR Specifications through Improved Retail Sales Data Analytics

Bao, Tingwen

Better Understanding Customers: Developing SMB DNA to Improve Customer Interactions and Catalyze Positive Behavior Changes

Personalized Energy Efficiency Program Targeting with Association Rule Mining

Barclay, David

Back to the Future: Why Lighting Programs May Have Never Been More Important

Barker, Greg

Integrated Design for Affordable, Factory Built Homes

Barnacle, Brian

How Forward-Looking Product Specifications, Strategic Engagement and Competition Drive Adoption of Best-in-Class Technologies

Market Development Programs: Addressing Market Barriers for Emerging Technologies through Scaled Deployments and Strategic Supply Chain Interventions

Bartlett, Rosemarie

Beyond Compliance: The DOE Residential Energy Code Field Study

Battista, Chris

Server Demand Response via Automated Hardware Management

Baylis, Patrick

Go for the Silver? Evidence from Several Field Studies Quantifying the Trade-off in Accuracy between Quasi-experimental vs Gold-standard RCT Evaluation Methods

Baylon, David

The Development and Savings from the Residential Option Table in the Washington State Energy Code

Bean, Meghan

Power to the People: Using Community-Based Approaches to Deliver Efficiency and Sustainability to Hard-to-Reach Populations

Beasley, Aimee

Putting it All Together: Leveraging Codes and Standards to Accelerate Integration of Demand-Side Resources

Bebrin, Michelle

Beyond the Buzzwords: Making the Specific Case for Community Resilience Microgrids

Beddingfield, Erin

Putting Data to Work: Using Building Energy Performance Data to Expand the Market for Energy Efficiency in Buildings

Beitel, Annette

OpenStudio: A Platform for Ex Ante Incentive Programs

Technical Reference Manual Best Practices from Across the Nation to Inform the Creation of California Electronic Technical Reference Manual (eTRM)

Bender, Sylvia

Perspectives on Doubling Energy Efficiency in California

Bendewald, Michael

Opportunities for Realizing Drastic Reductions in Building Sector Carbon Emissions through US-China Collaboration

Beppler, Ross

Impacts of Solar Power on Electricity Rates and Bills

Berg, Jeff

Move Over Rover, Mobile’s Taking Over

Berg, Kathy

How to Buy a Netzero Office

Bergerson, Joshua

Agent Based Technology Adoption Model for Program Planning and Design

Berkland, Stephanie

What More Can California Do to Achieve the 2020 Residential ZNE Goals? We Asked the Market…

Berman, Janice

Perspectives on Doubling Energy Efficiency in California

Bertoldi, Paolo

European Cities Leading the Fight Against Climate Change: Achievements of the Covenant of Mayors Initiative

Consumer Feedback Systems: How Much Energy Saving Will They Deliver and for How Long?

Bethapudi, Sasank

Office-like Test Chambers to Measure Cool Roof Energy Savings in Four Indian Climates

Bhedwar, Cyrus

Digging Deeper for Energy Savings: A Look at Successful Residential Financing Program Designs

Bickel, Stephen

Swimming to Midstream: New Residential HVAC Programs Models and Tools

Bicker, Stephen

Creating Order from Chaos: Achieving Consensus and Collaboration in a Crowded Market

Billhymer, Leslie

Smart Methods to Enable Direct Install Multi-system Retrofits in Small Commercial Grocery Stores

Binley, Kari

Move over Rebates: Influence beyond Financial Incentives

Black, Doug

Comparison of Actual Costs to Integrate Commercial Buildings with the Grid Flexibility Programs

Blackburn, Christopher

Impacts of Solar Power on Electricity Rates and Bills

Blake, William

How do Enhanced Code Requirements Influence Compliance and Building Efficiency? A Massachusetts Case Study

Blaser, John

Using Energy Data Transparency in the Real Estate Market to Fuel Change

Bliss, Ryan

Together, Are We Greater Than the Sum of Our Parts?

Bodington, Natalie

Triangulation vs. Strangulation: Applying Multimethod Impact Evaluation to Whole-House Retrofit Programs

Bohac, Dave

Using an Aerosol Sealant to Reduce Multifamily Envelope Leakage

Bohac, David

Field Assessment of Cold-Climate Air Source Heat Pumps

Bonczak, Bartosz

DataIQ: A Machine Learning Approach to Predicting and Improving Energy Performance Data Quality and Reliability

Bonnema, Eric

Analysis of Different Methods of Computing Source Energy

Borg, Nils

Why Americans Misunderstand European Energy Policies (and vice versa)

Borgeson, Sam

Time Will Tell: Using Smart Meter Time Series Data to Derive Household Features and Explain Heterogeneity in Pricing Programs

Borhani, Alireza

Building User Audit: Capturing Behavior, Energy, and Culture

Borrelli, Sheri

Transforming Towns and Cities into Sustainable Energy Communities

Bossis, Ryan

Bring Me the Right Data! An In-Depth Look at What Data is Useful for the Utility of the Future

Bouitin, Jean-Philippe

Predicting Home Energy Rating and Disclosure Program Impacts for North American Jurisdictions

Boulanger, Francois

Predicting Home Energy Rating and Disclosure Program Impacts for North American Jurisdictions

Boyer, Erik

Dude, Where’s my Savings: An Investigation of Project Performance

Boza, Don

You Can’t Make Bricks without Straw: Building a Residential Energy Code Support Program from a Utility Perspective

Brackney, Larry

OpenStudio: A Platform for Ex Ante Incentive Programs

Scout: An Impact Analysis Tool for Building Energy-Efficiency Technologies

Bradley-Dioum, Carmen

How Forward-Looking Product Specifications, Strategic Engagement and Competition Drive Adoption of Best-in-Class Technologies

Brager, Gail

Opportunities and Challenges in Monitoring the Thermal Performance of Passive Buildings in India

Bridgeland, Brett

Opportunities for Realizing Drastic Reductions in Building Sector Carbon Emissions through US-China Collaboration

Brito, Nelson

From the 16th to the 21st Century: Upgrading Traditional Knowledge to Approach Net Zero Goals in Existing Neighborhood Upgrades (ZERH-NU)

Broomhead, Cal

Solar+Energy Storage for Resilience: A Roadmap for Implementation

Brougher, Whitney

Beyond Participation and Savings: Leveraging Quantitative Metrics for Insight into C&I Project and Population Trends

Brouk, Lou

Move Over Rover, Mobile’s Taking Over

Brown, Abbey

Using Program Outreach to Advance Regulation and Drive Energy Efficiency

Brown, Brendan Wade

Non-Energy Benefits, the Clean Energy Plan, and Energy Policy for Multi-Family Housing

Brown, Carrie

So You Say You have Built a ZNE Building, Prove It!

What More Can California Do to Achieve the 2020 Residential ZNE Goals? We Asked the Market…

Measured Zero Net Energy Performance: Results, Lessons, and Surprises

Lessons Learned from a Zero Net Energy Production Builder Demonstration

Brown, Marilyn

Impacts of Solar Power on Electricity Rates and Bills

Brown, Mark

Behind the Curtain: Characterization of Measure Technologies within Technical Reference Manuals

Brown, Rich

Putting Data to Work: Using Building Energy Performance Data to Expand the Market for Energy Efficiency in Buildings

Direct Current as an Integrating Platform for ZNE Buildings with EVs and Storage: DC Direct Systems - A Bridge to Low Carbon Future???

Bruchs, Doug

Together, Are We Greater Than the Sum of Our Parts?

Brummer, Wendy

Is Behavioral Energy Efficiency and Demand Response Really Better Together?

Buckley, Brian

Putting More Energy into Peak Savings: Integrating Demand Response and Energy Efficiency Programs

Buckley, Rachel

Behind the Curtain: Characterization of Measure Technologies within Technical Reference Manuals

Buendia, Jose

Electricity/Water/Gas Multi-family Behavior Program to Engage Property Owners and Tenants through Benchmarking, Competition and Rewards

Buhr, Tami

Does Marketing Make a Difference? The Influence of Marketing, Education and Outreach Initiatives on Consumer Knowledge and Energy Saving Actions

Burga, Irene

Creating Resilient and Energy-Efficient Cities through Local Partnerships

Burgess, Christopher

More Bang for the Buck: Can Increased Code Compliance Result in kWh and kW Savings?

Burke, Adam

Targeting Small Businesses: The Search for 80/20 in the 20/80 World

Burnes, Ian

The Longer Road to Deep Energy Savings in Commercial and Industrial Facilities

Burpee, Heather

Building User Audit: Capturing Behavior, Energy, and Culture

Occupant Behavior Driven Energy Savings at the Bullitt Center in Seattle,WA

Burt, Lane

Under the Hood of Energy Star and NABERS: Comparison of Commercial Buildings Benchmarking Programs and the Implications for Policy Makers

Butner, Ryan

Load Disaggregation Technologies: Real World and Laboratory Performance

C

Cammarata, Jordana

Code Based Savings: Analytics-Enabled Study of To- and Above- Code Savings in California's Title 24 Policy Environment

Canseco, Jennifer

Troubling Trends in Residential Lighting: Are CFLs Losing Ground to Halogen Lamps?

Cantwell, Joseph

Develop a Mini Grid Using Energy Produced at Your Wastewater Treatment Facility

Cappers, Peter

Go for the Silver? Evidence from Several Field Studies Quantifying the Trade-off in Accuracy between Quasi-experimental vs Gold-standard RCT Evaluation Methods

Considering Risk and Investor Value in EE Business Models

Carmichael, Cara

How to Buy a Netzero Office

Caron, Nathan

Innovative Tools for Estimating Robust Non-Energy Impacts that Enhance the Cost-Effectiveness Testing and Marketing of Energy Efficiency Programs

Carroll, Ed

Driving Adoption of Marginally Cost Effective Measures through Customer Copay

Carter, David

Developing a Low-Carbon Microgrid on Tribal Lands: A Case Study

Carter, Rick

Advancing the Last Frontier: Reduction of Commercial Plug Loads

Caruth, Doreen

Clearing the Path to Market Transformation in the Rapidly Evolving World of Residential Lighting

Castela, Rute

From the 16th to the 21st Century: Upgrading Traditional Knowledge to Approach Net Zero Goals in Existing Neighborhood Upgrades (ZERH-NU)

Castro-Leon, Enrique

Server Demand Response via Automated Hardware Management

Cerri, Sara

Positively Net Zero: Case Study of Performance Simulation and Hitting the Targets

Cetin, Kristen

Disaggregation and Future Prediction of Monthly Residential Building Energy Use Data Using Localized Weather Data Network

Champniss, Guy

Move over Rebates: Influence beyond Financial Incentives

Chan, Christopher

Innovative Tools for Estimating Robust Non-Energy Impacts that Enhance the Cost-Effectiveness Testing and Marketing of Energy Efficiency Programs

Chang, Max

Opportunities to Ramp Up Low-Income Energy Efficiency to Meet State and National Climate Policy Goals

Chant, Elizabeth

Swiftly and Massively: Moving 115,000 Units of Multifamily Affordable Housing to Higher Efficiency

Chappell, Catherine

A Codes and Standards Path to Achieving Zero Net Energy for Low-Rise Multifamily Buildings

Chappell, Theddi Wright

Appraising Green: Show Me the Market Value

Charalambides, Charalambos

Connecting the Commercial Real Estate Market and Utilities: Achieving Energy Savings in Commercial Buildings

How Forward-Looking Product Specifications, Strategic Engagement and Competition Drive Adoption of Best-in-Class Technologies

Chasar, Dave

Evaluation of the Space Heating and Cooling Saving of Smart Thermostats in a Hot-Humid Climate Using Long Term Data

From Energy Guzzler to Near Zero Energy Home: Lessons from the Phased Deep Retrofit Project

Chase, Alex

Codes and Standards Climate Strategy

Developing an Appliance Standards Compliance Improvement Program

Water Use Efficiency and the Role for Energy Utilities

Codes and Standards: A Path to Affordable Amenity and Customer Satisfaction

Chase, Thomas

Multifamily Housing Resiliency Audits

Cheesbrough, Kate

Innovative Commercialization Efforts Underway at the National Renewable Energy Laboratory

Chen, Caroline

Electricity/Water/Gas Multi-family Behavior Program to Engage Property Owners and Tenants through Benchmarking, Competition and Rewards

Chen, Sijie

An Overview of the Success Story of Jiangsu Electric’s Residential Time of Use Program in China and Related Behavior Changes

Cheung, Howard

Hybrid Model-based and Data-driven Fault Detection and Diagnostics for Commercial Buildings

Chhaya, Sunil

Grid Integration of Zero Net Energy Communities

Chittum, Anna

Valuing Resiliency: How Should We Measure Risk Reduction?

Christensen, Craig

Case Study on Long-Term Performance of Net-Zero Energy Home

Clarin, Ben

Field Evaluation of Long Term Performance of Energy-Efficient Homes

National Study of Potential of Smart Thermostats for Energy Efficiency and Demand Response

Grid Integration of Zero Net Energy Communities

Clarin, Bienvenido

Establishing Feasibility of Residential Zero Net Energy Community Development: Learnings from California’s First ZNE Neighborhood

Clark, Jordan

Field Testing and Modeling of Supermarket Refrigeration Systems as a Demand Response Resource

Clark, Victoria

Preliminary Economic Outlook for California Residential ZNE

Cleff, Peter

Two Million LEDs and Counting: Experiences of the First Utility to Offer an LED-only Upstream Program

Clyburn, Joshua

Market Development Programs: Addressing Market Barriers for Emerging Technologies through Scaled Deployments and Strategic Supply Chain Interventions

Cochran, Erica

Leveraging Benchmarking Datasets to Identify Energy Efficiency Opportunities in Existing Buildings

Cochrane, Ric

Speaking Their Language: Seattle Takes a Collaborative Approach to Data-Driven Customer Engagement

Cohan, David

Beyond Compliance: The DOE Residential Energy Code Field Study

Cohen, Ben

Smart Methods to Enable Direct Install Multi-system Retrofits in Small Commercial Grocery Stores

Cole, Jeff

Simulation on Demand for Deep Energy Retrofits

Coleman, Chere

Perfect Strangers: Evaluators Working with Implementers

Colker, Ryan

Advancing Achievement of Outcomes through Certified Prescriptive Packages

A Radical Proposal: Simplify Codes by Relying on Professional Competence and Outcomes!

Collier, Derek

Server Demand Response via Automated Hardware Management

Collier, Nicholson

Agent Based Technology Adoption Model for Program Planning and Design

Collins, Nicholas

Measured Performance of Net Zero Energy Homes in NY State

Colon, Carlos

Measured Performance of Ducted and Space-Coupled Heat Pump Water Heaters in a Cooling Dominated Climate

Coltro, Cristina

What Will it Take for Customers to Adopt DER: A Case Study from NY REV

Conlon, Brian

Preliminary Economic Outlook for California Residential ZNE

Connelly, Dylan

Measured Zero Net Energy Performance: Results, Lessons, and Surprises

Consemius, Sara

Paradigm Shift Needed! Without It, Midstream Lift Yields NTG Woes for Plug Load Programs

Contoyannis, Dimitri

No More Easy Refills: The Move from Prescriptions to Performance Codes

Cook, Jonathan

Is Behavioral Energy Efficiency and Demand Response Really Better Together?

Cooke, Alan

Setting Energy Conservation Standards for Automatic Commercial Ice Makers

Cooper, Rachel

Finding Efficiency Opportunities in Surprising Markets: Data, Targeting, and Messaging

Cooperman, Alissa

Community Scale Research-based Integrated Education Experience

Cornish, Laura

How Do Small Business Experience Energy Reports?

Cornwell, John

A Smart Approach to Analyzing Smart Meter Data

Costa, Marc

A National Framework for Energy Audit Ordinances

Cowan, Kady

Designing Energy Behavior: Leading Change in Carolinas HealthCare System

Cox, Rory

Does Marketing Make a Difference? The Influence of Marketing, Education and Outreach Initiatives on Consumer Knowledge and Energy Saving Actions

Craig, Mindy

CITI2zero - Building Sustainable Communities Driven by Zero Energy at Scale

Crayne, Michael

Utility Program Cost Effectiveness of Variable Refrigerant Flow Systems

Creyts, Jon

Opportunities for Realizing Drastic Reductions in Building Sector Carbon Emissions through US-China Collaboration

Crosby, Kate

Diving Deeper: Using Data to Potentiate Student Engagement in K-12 Behavior-Based Energy Conservation

Crowley, Richard

The Spatial Evolution of the MA C&I Efficiency Landscape, 2011 – 2014

Beyond Participation and Savings: Leveraging Quantitative Metrics for Insight into C&I Project and Population Trends

CUI, Ying

The Rebound Effect in District Cooling Systems: Analysis Based on Case Studies and Surveys in China

Culbertson, Melissa

Boulder's Pathway to Sustainability Lies in Being Bolder

Culler, David

Well-connected Microzones for Increased Building Efficiency and Occupant Comfort

Enabling Portable Energy Accounting Applications with a Building Operating System

Culp, Thomas

Mind the Gap: Summary of Residential Window Retrofit Solutions

Cunningham, Kelly

Developing an Appliance Standards Compliance Improvement Program

Cutler, Dylan

Creating an Energy Intelligent Campus: Data Integration Challenges and Solutions at a Large Research Campus

D

Dadia, Devanshi

Integrated Design for Affordable, Factory Built Homes

Dahlquist, Frances

Personalized Energy Efficiency Program Targeting with Association Rule Mining

Daken, Abigail

Do Connected Thermostats Save Energy?

Dakin, Bill

Lessons Learned from a Zero Net Energy Production Builder Demonstration

Dalton, John

Predicting Home Energy Rating and Disclosure Program Impacts for North American Jurisdictions

Davis, Anthony

Beyond Participation and Savings: Leveraging Quantitative Metrics for Insight into C&I Project and Population Trends

Davis, Robert

Performance Testing of Ducted Variable Capacity Heat Pumps

Dawe, Megan

Using Integrated Packages to Advance Buildings towards ZNE

Day, Julia

Understanding Behavior Potential: the Role of Building-User Interfaces

Dayem, Katherine

Demand DC: Adoption Paths for DC Power Distribution in Homes

Daziano, Ricardo

An Overview of the Success Story of Jiangsu Electric’s Residential Time of Use Program in China and Related Behavior Changes

Dean, Edward

Measured Zero Net Energy Performance: Results, Lessons, and Surprises

DeCostanzo, Donna

The Energy Efficiency Extra Value Menu: Streamlining Energy Efficiency Delivery

Dedolph, Carter

Bridging the Gap between Direct Install and Whole House Programs

DeDominicis, Nicholas

New Tools for Data-Driven Portfolio Course-Correction Strategies

Delaney, Paul

Server Demand Response via Automated Hardware Management

deLaski, Andrew

Next Generation Standards; Opportunities to Broaden the Impacts of Federal Appliance Standards

DelBalso, Ryan

New Tools for Data-Driven Portfolio Course-Correction Strategies

Dentz, Jordan

Integrated Design for Affordable, Factory Built Homes

Deru, Michael

Field Testing and Modeling of Supermarket Refrigeration Systems as a Demand Response Resource

Desrochers, Kate

“From Geotargeting to Geoenlightenment: Overlaying Disparate Data to Best Target Program Funds and Manage the Grid”

Dethman, Linda

Charting the Future: How to Use Customer Engagement Strategies To Ensure Energy Savings and Persistence

Engaging Businesses in Behavior Change through a Multifaceted Marketing Campaign

Diamond, Rick

Why Americans Misunderstand European Energy Policies (and vice versa)

Dickerson, Chris Ann

Ratepayer and Governmental Partnerships to Promote Efficient Codes & Standards

Dillingham, Gavin

How Private Sector Led Partnerships Can Drive Energy Efficiency Investment in Global Cities

Adoption of Benchmarking and Transparency Policies in the United States

Dillon, Heather

Commercial Building Partnerships: Intervening Globally to Save Energy Locally

Dirr, Nicholas

Savings To Code: Looking to Whole Systems for Implementing Existing Conditions Baselines

DiStefano, Joe

Web-Based Building Energy Modeling for California

Dobratz, David

Load-Side Grid Management: Power Monitoring and Load Control Automation

Dock, Aaron

Field Evaluation of Long Term Performance of Energy-Efficient Homes

Dockter, Bridget

Bridging the Gap between Direct Install and Whole House Programs

Dolengo, Joseph

It’s About Time: Doing Integrated Real-Time Impact Evaluations

Dong, Bing

Quantify Behavior Driven Energy Savings for Hotels

Dossick, Carrie

Building User Audit: Capturing Behavior, Energy, and Culture

Douglass-Jaimes, David

Savings for the Program, Savings for the Participant: Developing a Consistent and Scalable Methodology to Estimate Savings for Advanced Lighting Controls

Downes, Keith

New Tools for Data-Driven Portfolio Course-Correction Strategies

Downey, Kara

(Multi-) Leveling Up Savings Estimates: Using Hierarchical Models to Optimize a Home Energy Report Program

Downy, Frances

Turning Local Data into Global Action: Analysing Building Energy Data across Global Cities

Dragoo, Kimberly

Using Program Outreach to Advance Regulation and Drive Energy Efficiency

Drake, Mark

It Takes a Village: Greening Los Angeles’ Affordable Multifamily Housing Stock

Drehobl, Ariel

The US Low-Income Energy Affordability Landscape Alleviating High Energy Burden with Energy Efficiency in Low-Income Communities

Driscoll, Debbie

Creating Order from Chaos: Achieving Consensus and Collaboration in a Crowded Market

Drury, Matthew

Climate Change and Its Effect on Weather Data

Duer-Balkind, Marshall

Putting Data to Work: Using Building Energy Performance Data to Expand the Market for Energy Efficiency in Buildings

DataIQ: A Machine Learning Approach to Predicting and Improving Energy Performance Data Quality and Reliability

Duer, Anthony

Battery Storage Optimization and Deployment: A Primer

Dunn, Alexandra

Paradigm Shift Needed! Without It, Midstream Lift Yields NTG Woes for Plug Load Programs

Dunsky, Philippe

Achieving an Ultra Low Carbon Future: Technology and Policy Pathways to Meet Vermont's GHG Goals

Dutton, Spencer

Towards the Optimal Development of Low-Carbon Community Energy Systems

Dymond, Christopher

High Performance Manufactured Homes: Field and Factory Results from 8 Demo Homes Built in 6 Factories

Dyson, Christopher

Perfect Strangers: Evaluators Working with Implementers

E

Eacret, Valerie

Emerging Technologies: What Will Be the Cost of the Next Generation of Efficiency?

Earle, Lieko

Case Study on Long-Term Performance of Net-Zero Energy Home

Ebnet, Peter

Bridging the Gap between Direct Install and Whole House Programs

Edminster, Ann

What More Can California Do to Achieve the 2020 Residential ZNE Goals? We Asked the Market…

Lessons Learned from a Zero Net Energy Production Builder Demonstration

Zero Energy Homes: Seeing is Believing

Edwards, Jennifer

Human-Building Interaction (HBI): A User-Centered Approach to Energy Efficiency Innovations

Edwards, Travis

Connecting the Commercial Real Estate Market and Utilities: Achieving Energy Savings in Commercial Buildings

Egnor, Terry

Metered Energy Efficiency Transaction Structure in Ultra-Efficient New Construction: Pay-For-Performance at the Bullitt Center in Seattle, WA

Ehrhardt-Martinez, Karen

Behavior-Based Energy Savings Opportunities in Commercial Buildings: Estimates for 4 U.S. Cities

Eilert, Pat

Using Integrated Packages to Advance Buildings towards ZNE

Codes and Standards Climate Strategy

Codes and Standards: A Path to Affordable Amenity and Customer Satisfaction

Eklund, Ken

What Does the Future of Space and Water Heating Look Like? Field Test Results of Combined Space and Water Heating in Low Load Homes Using CO2 Refrigerant Heat Pump Water Heaters

Elliot, Collin

Shedding a Cool New Light on a Heated Topic: Verifying Interactive Effects for Retail Lighting Retrofit Participants Using Monthly and AMI Bills

Elliott, Ed

Test Procedures, Getting Them Right

Elliott, John

Measured Zero Net Energy Performance: Results, Lessons, and Surprises

Elliott, Katie

Californians Rallied to Make Water Conservation a New Lifestyle in 2015, but will the Savings Persist?... What Best Practices Can the Water and Energy Industries Learn from Each Other?

Elmore, Ryan

Hybrid Model-based and Data-driven Fault Detection and Diagnostics for Commercial Buildings

England, Ashley

From #Selfies to Sustainability: Program Design in the Age of Millennials

Evans, Meredydd

A Road Map to Building Material Testing and Rating in Developing Countries

Ezeamama, Anayo

Micro Combined Heat and Power Systems: Evaluation of a Sample Application

F

Fabbri, Mariangiola

Influencing Smaller Markets: Can Residential Midstream and Upstream Incentive Models Succeed?

Achieving an Ultra Low Carbon Future: Technology and Policy Pathways to Meet Vermont's GHG Goals

Faesy, Richard

Predicting Home Energy Rating and Disclosure Program Impacts for North American Jurisdictions

Scaling Up Energy Ratings, Labels, and Scores: Latest Trends to Promote Widespread Adoption

Moving Vermont Existing Homes to “Zero Energy Now” through a Comprehensive Retrofit Approach

Fairey, Philip

Metrics for Energy-Efficient Buildings: How Do We Measure Efficiency?

Fanney, A. Hunter

Energy and Indoor Air Quality Benchmarking of the NIST Net-Zero Energy Residential Test Facility (NZERTF)

Farah, Holly

What Was the Real Energy Impact of the 2008 Title-24 Energy Code?

Farahmand, Farhad

Residential Compact Domestic Hot Water Distribution Design: Balancing Energy Savings, Water Savings, and Architectural Flexibility

Farnsworth, David

The Next Quantum Leap in Efficiency: 30% Savings in 10 Years

Feng, Wei

Impact Analysis of Developing Net Zero Energy Buildings in China

Towards the Optimal Development of Low-Carbon Community Energy Systems

Fernandes, Samuel

Will The Measurement Robots Take Our Jobs? An Update on the State of Automated M&V for Energy Efficiency

Fernstrom, Gary

Standards Driven Market Transformation: 20 Year Multifaceted Intervention Leads to DOE Pool Pump Standard

Codes and Standards: A Path to Affordable Amenity and Customer Satisfaction

Fierro, Gabe

Well-connected Microzones for Increased Building Efficiency and Occupant Comfort

Fierro, Gabriel

Getting into the Zone: How the Internet of Things can Improve Energy Efficiency and Demand Response in a Commercial Building

Writing Controls Sequences for Buildings: from HVAC Industry Enclave to Hacker’s Weekend Project

Enabling Portable Energy Accounting Applications with a Building Operating System

Finlayson, Ian

Efficiency 2.9: The Policies and Framework Behind Massachusetts' #1 Energy Efficiency Ranking

Firestone, Hilary

Building Performance Policies: A Comprehensive Approach

The City Energy Project: A Model for Rapid Energy Efficiency Policy Change in Major U.S. Cities

Fischer, Martin

Community Scale Research-based Integrated Education Experience

Fitzgerald, Jim

Using an Aerosol Sealant to Reduce Multifamily Envelope Leakage

Flanagan, James

Ratepayer and Governmental Partnerships to Promote Efficient Codes & Standards

Fleming, Katherine

Achieving Actionable Results from Available Inputs: Metamodels Take Building Energy Simulations One Step Further

Fleming, Paul

Closing the Feedback Loop: A Systems Approach to Supporting Community-Wide Behaviour Change in Non-Domestic Buildings

Foster, Rebecca

Sowing the Seeds of Savings: Lessons from Vermont's Work to Develop and Deploy New Savings Opportunities

“From Geotargeting to Geoenlightenment: Overlaying Disparate Data to Best Target Program Funds and Manage the Grid”

Fournier, Michael

Winter Demand Response Using Baseboard Heaters: Achieving Substantial Load Reduction without Sacrificing Comfort

Francois, Sophia

M&V 2.0: Hype vs. Reality

Franconi, Ellen

Opportunities for Realizing Drastic Reductions in Building Sector Carbon Emissions through US-China Collaboration

Frank, Marti

Who's Participating and Who's Not? The Unintended Consequences of Untargeted Programs

Frank, Stephen

Hybrid Model-based and Data-driven Fault Detection and Diagnostics for Commercial Buildings

Creating an Energy Intelligent Campus: Data Integration Challenges and Solutions at a Large Research Campus

Frank, Yetsuh

Jump-starting Passive House in New York City and Beyond

Frazee, Douglas

Do Connected Thermostats Save Energy?

Freeh, Rich

Innovative Outreach Tools for Leveraging Energy Benchmarking Data

Fridley, David

Impacts of China’s 2010 to 2013 Mandatory Product Efficiency Standards: A Retrospective and Prospective Look

Estimating China’s Urban Energy Demand and CO2 Emissions: A Bottom-Up Modeling Perspective

Frieze, Madeline

Gaining EE Ground: How the Collective Knowledge of Vendors & Channel Partners Can Accelerate Your Successes

Fuller, Micah

Can We Find the End Use in Smart Metering Data?

G

Galvin, Toben

M&V 2.0: Hype vs. Reality

New Tools for Data-Driven Portfolio Course-Correction Strategies

Gameiro da Silva, Manuel

From the 16th to the 21st Century: Upgrading Traditional Knowledge to Approach Net Zero Goals in Existing Neighborhood Upgrades (ZERH-NU)

Gandhi, Dimple

Targeting Small Businesses: The Search for 80/20 in the 20/80 World

Ganion, Jana

Developing a Low-Carbon Microgrid on Tribal Lands: A Case Study

Garascia, Margaret

From Utility of the Future to Community of the Future

Garcia, Jose

Sub Wet-Bulb Evaporative Chillers for Building Cooling Systems

Using an Aerosol Sealant to Reduce Multifamily Envelope Leakage

Garg, Snigdha

The Current State of Urban Heat Mitigation and Adaptation Policy

Garg, Vishal

Office-like Test Chambers to Measure Cool Roof Energy Savings in Four Indian Climates

Garrabrant, Michael

The Role of Gas Heat Pumps in Zero Net Energy Buildings

Gattie-Garza, Mallorie

Climate Change and Its Effect on Weather Data

Gautam, Suman

Beyond Participation and Savings: Leveraging Quantitative Metrics for Insight into C&I Project and Population Trends

Ge, Jing

An Overview of the Success Story of Jiangsu Electric’s Residential Time of Use Program in China and Related Behavior Changes

Geneles, Marina

Prematurely Reducing Program Support May Produce Negative Market Effects

New Tools for Data-Driven Portfolio Course-Correction Strategies

Gerke, Brian

The International Database of Efficient Appliances (IDEA): A New Resource for Global Efficiency Policy

German, Alea

Zero Net–Balancing Energy Efficiency and Renewable Generation

Gilbride, Michael

Occupant Behavior Driven Energy Savings at the Bullitt Center in Seattle,WA

Gill, James

Shedding a Cool New Light on a Heated Topic: Verifying Interactive Effects for Retail Lighting Retrofit Participants Using Monthly and AMI Bills

Gilleo, Annie

Big Savers: Program Administrators Achieving High Levels of Electric Savings

Gilles, Chad

Engaging a City: The Story of Bellevue Urban Smart

Gilliland, David

Cloud-Based Energy Management Software: The Next Step in Energy Efficiency or Marketing Mumbo Jumbo?

Girma, Solome

Driving Market Adoption of Zero Energy Schools

Glantz, Clifford

Evaluating the Maturity of Cybersecurity Programs for Building Control Systems

Glanville, Paul

The Role of Gas Heat Pumps in Zero Net Energy Buildings

Glickman, Joan

Scaling Up Energy Ratings, Labels, and Scores: Latest Trends to Promote Widespread Adoption

Gloughkow, James

Local Energy Efficiency Partnerships (LEEP): A Systems Approach to Innovation in Canada’s Home Building Industry

Goebes, Marian

Clearing the Path to Market Transformation in the Rapidly Evolving World of Residential Lighting

Using Integrated Packages to Advance Buildings towards ZNE

What More Can California Do to Achieve the 2020 Residential ZNE Goals? We Asked the Market…

Goel, Supriya

Streamlining Building Efficiency Evaluation with DOE’s Asset Score Preview

Goetzler, William

Smart Technologies and Connected Products: Early Adopter Toys or Gateways to Energy Savings?

Goldstein, David

A Suite of Policies for Energy Efficiency in Buildings: Maximizing Synergies

Metrics for Energy-Efficient Buildings: How Do We Measure Efficiency?

Goldthwaite, Carolyn Sarno

Regional Construction Starts: Trends, Impacts and Energy Codes

Gonzalez, Juan

Streamlining Building Efficiency Evaluation with DOE’s Asset Score Preview

Goodson, Mark

Recovery to Resiliency: How NYCHA is Reinventing Itself through Sandy Recovery

Gordon, Chris

Hot Ideas in a Cold Climate: Specs, Savings, and Lessons Learned from a High-Performance Homes Program

Gordon, Fred

Creating Order from Chaos: Achieving Consensus and Collaboration in a Crowded Market

Graham, Marianne

Leveraging DSM Programs to Deliver on the Promise of Benchmarking and Disclosure Policies

Graham, Peter

How Private Sector Led Partnerships Can Drive Energy Efficiency Investment in Global Cities

Granderson, Jessica

Will The Measurement Robots Take Our Jobs? An Update on the State of Automated M&V for Energy Efficiency

Can We Practically Bring Physics-based Modeling into Operational Analytics Tools?

Granell, Ramon

Shopping for Success: Numbers, Knowledge, Time & Energy

Grant, Roger

A Common Definition for Zero Energy Buildings

Graves, Richard

Sustainable Buildings 2030: Creating an Effective Climate Change Program for Buildings

Graziano, Diane

Agent Based Technology Adoption Model for Program Planning and Design

Grevatt, Jim

Keys to the House: Unlocking Residential Savings with High-Performing Programs

The Next Quantum Leap in Efficiency: 30% Savings in 10 Years

Grover, Steve

A Smart Approach to Analyzing Smart Meter Data

Gruendling, Paula

What Was the Real Energy Impact of the 2008 Title-24 Energy Code?

Raiders of the Lost Potential: Understanding Energy Efficiency Potential Relative to Existing Conditions Baseline

Gruse, Greg

Move Over Rover, Mobile’s Taking Over

Gunasingh, Saranya

Is it Getting Hot in Here? How Climate Change will Impact Energy Efficiency Choices

Gunn, Randy

Regulatory Update: Regulatory Regimes and Effective Energy Efficiency Programs

Guo, Jin

Electricity Demand in Chinese Households: Findings from China Residential Energy Consumption Survey

Guo, Siyue

The Rebound Effect in District Cooling Systems: Analysis Based on Case Studies and Surveys in China

Gupta, Ashok

The Energy Efficiency Extra Value Menu: Streamlining Energy Efficiency Delivery

Gupta, Smita

Grid Integration of Zero Net Energy Communities

H

Haack, Charlie

Getting Attention for Efficiency in Emerging Markets

Hackel, Scott

Advancing the Last Frontier: Reduction of Commercial Plug Loads

Hallinan, Kevin

Energy Savings from Robust Control of Static Pressure Based upon Zonal Occupancy for Multiple-Zone VAV Systems

Halverson, Mark

Beyond Compliance: The DOE Residential Energy Code Field Study

A Road Map to Building Material Testing and Rating in Developing Countries

Hammon-Hogan, Ian

Replicable and Scalable Near-Zero Energy Retrofits for Low-Income Multifamily Housing: An Update

Lessons Learned from a Zero Net Energy Production Builder Demonstration

Establishing Feasibility of Residential Zero Net Energy Community Development: Learnings from California’s First ZNE Neighborhood

Hammon, Rob

Replicable and Scalable Near-Zero Energy Retrofits for Low-Income Multifamily Housing: An Update

Field Evaluation of Long Term Performance of Energy-Efficient Homes

Establishing Feasibility of Residential Zero Net Energy Community Development: Learnings from California’s First ZNE Neighborhood

Grid Integration of Zero Net Energy Communities

Han, Albert

Measuring Energy Savings from Benchmarking Policies in New York City

Handa, Rachna

Grid Integration of Zero Net Energy Communities

Hannas, Benjamin

Building Performance Metrics as Policy Tools

Harley, Bruce

Technical Reference Manual Best Practices from Across the Nation to Inform the Creation of California Electronic Technical Reference Manual (eTRM)

Harrington, Bruce

The Longer Road to Deep Energy Savings in Commercial and Industrial Facilities

Harrington, Curtis

Using an Aerosol Sealant to Reduce Multifamily Envelope Leakage

Harris, Chioke

Scout: An Impact Analysis Tool for Building Energy-Efficiency Technologies

Harrison, Robert

Regulatory Update: Regulatory Regimes and Effective Energy Efficiency Programs

Hart, Elaine

What If Efficiency Goals Were Carbon Goals?

Hart, Jonathan

Small Thermal Energy Storage and Its Role in Our Clean Energy Future

Hart, Reid

Potential Energy Cost Savings from Increased Commercial Energy Code Compliance

Developing Commercial Code Precalculated Packages

Hart, Zachary

Building Performance Policies: A Comprehensive Approach

Hartkopf, Sophia

A Codes and Standards Path to Achieving Zero Net Energy for Low-Rise Multifamily Buildings

Haselhorst, Sue

It’s About Time: Doing Integrated Real-Time Impact Evaluations

Hastings, Riley

Beyond Participation and Savings: Leveraging Quantitative Metrics for Insight into C&I Project and Population Trends

Home Energy Management Systems (HEMS) Paths to Savings: On-Ramps and Dead Ends

Hatchimonji, Dave

Boulder's Pathway to Sustainability Lies in Being Bolder

Hauenstein, Heidi

Putting it All Together: Leveraging Codes and Standards to Accelerate Integration of Demand-Side Resources

Water Use Efficiency and the Role for Energy Utilities

Hayes, Sara

Assessing the Potential for Energy Efficiency in Low-Income Households under the Clean Power Plan

A Roadmap for Clean Power Plan Compliance: State Developments and Consideration of Energy Efficiency

Hayyes, Denis

Metered Energy Efficiency Transaction Structure in Ultra-Efficient New Construction: Pay-For-Performance at the Bullitt Center in Seattle, WA

Healy, William

Energy and Indoor Air Quality Benchmarking of the NIST Net-Zero Energy Residential Test Facility (NZERTF)

Heaney, Michael

Hybrid Model-based and Data-driven Fault Detection and Diagnostics for Commercial Buildings

Hedman, Brian

Lead-by-Example: An Energy Efficiency Tool for Cities and Other Government Agencies

ENERGY STAR's Retail Focus: A Nationally Coordinated Mid-Stream Approach

Hedrick, Roger

No More Easy Refills: The Move from Prescriptions to Performance Codes

Heffron, Jim

Driving Adoption of Marginally Cost Effective Measures through Customer Copay

Heidner, Amy

My World is Spinning, Stop the Drum, I Want Out! A Field Study of Residential Dryers In Situ

Heidner, Dennis

My World is Spinning, Stop the Drum, I Want Out! A Field Study of Residential Dryers In Situ

Heinemeier, Kristin

Can You Take the Heat? A Cross-National Comparison of Thermal Comfort Strategies and Energy-Saving Field Experiments

Helvoigt, Ted

A Smart Approach to Analyzing Smart Meter Data

Henderson, Gina

Two Million LEDs and Counting: Experiences of the First Utility to Offer an LED-only Upstream Program

Hennessy, Tim

Perfect Strangers: Evaluators Working with Implementers

Henry, Sandra

Verified! How Performance-Based Procurement Can Boost New Construction Program Savings, Streamline Evaluation, and Empower Building Owners

Henze, Gregor

Hybrid Model-based and Data-driven Fault Detection and Diagnostics for Commercial Buildings

Herceg, Alex

Identifying Disruption in Advanced HVAC Technologies for Commercial Buildings

Hernandez, George

Supporting a Thriving Transaction-Based Controls Ecosystem

Herro, CR

Field Evaluation of Long Term Performance of Energy-Efficient Homes

Herzog, Kurt

Achieving High Satisfaction in High Performance Buildings

Heschong, Lisa

Understanding Behavior Potential: the Role of Building-User Interfaces

Heslam, David

Scaling Up Energy Ratings, Labels, and Scores: Latest Trends to Promote Widespread Adoption

Hewes, Tom

High Performance Manufactured Homes: Field and Factory Results from 8 Demo Homes Built in 6 Factories

Hewitt, Dave

CITI2zero - Building Sustainable Communities Driven by Zero Energy at Scale

Hicks, Gina

Can We Find the End Use in Smart Metering Data?

Hietpas, Maximilian

A Plug Load and Lighting Model for ZNE Residential Buildings

Higgins, Cathy

Deep Savings for Small Commercial Direct Install: A Replicable Model for High Volume, Cost Effective Energy Savings

Zero Net Energy Building Controls: Characteristics, Energy Impacts, and Lessons

Hill, Alex

Predicting Home Energy Rating and Disclosure Program Impacts for North American Jurisdictions

Hinge, Adam

Under the Hood of Energy Star and NABERS: Comparison of Commercial Buildings Benchmarking Programs and the Implications for Policy Makers

Turning Local Data into Global Action: Analysing Building Energy Data across Global Cities

Hirsch, Adam

Field Testing and Modeling of Supermarket Refrigeration Systems as a Demand Response Resource

Hiskens, Ian

Explaining Inefficiencies in Buildings Providing Ancillary Services

Hoefgen, Lynn

How do Enhanced Code Requirements Influence Compliance and Building Efficiency? A Massachusetts Case Study

Hoeschele, Marc

Zero Net–Balancing Energy Efficiency and Renewable Generation

Hooks, Edward

Quantify Behavior Driven Energy Savings for Hotels

Hopkins, Asa

Achieving an Ultra Low Carbon Future: Technology and Policy Pathways to Meet Vermont's GHG Goals

Horenstein, Julia

Are We There Yet? Upstream 2.0: The Future of Upstream Energy Efficiency Programs

Horsey, Henry

Streamlining Building Efficiency Evaluation with DOE’s Asset Score Preview

Horsey, Mary

“Now I’m an Expert on the Customer”: Utility DSM and ET Departments Respond to Industry Disruption

Horsey, Ry

Achieving Actionable Results from Available Inputs: Metamodels Take Building Energy Simulations One Step Further

Howland, Jamie

Residential Load Control: How Efficiency Programs can Help Integrate Renewables

Hoye, Megan

Pilot Program with Two Focused Approaches to Enhance Energy Code Compliance

Human-Building Interaction (HBI): A User-Centered Approach to Energy Efficiency Innovations

Hoyt, Tyler

Control for the People: How Machine Learning Enables Efficient HVAC Use across Diverse Thermal Preferences

Hsu, David

Measuring Energy Savings from Benchmarking Policies in New York City

Hu, Ming

Net-positive Building and Alternative Energy in an Institutional Environment

HU, Shan

The Rebound Effect in District Cooling Systems: Analysis Based on Case Studies and Surveys in China

Hua, Ying

An Overview of the Success Story of Jiangsu Electric’s Residential Time of Use Program in China and Related Behavior Changes

Huber, Jeffrey

Residential Behavioral Program Persistence Effects in Pennsylvania

Huessy, Frances

Driving Upstream Markets through Strategic Partnerships and Excellence in Supply Chain Management

Hughes, Julie

The City Energy Project: A Model for Rapid Energy Efficiency Policy Change in Major U.S. Cities

Hunt, Marshall

Zero Net–Balancing Energy Efficiency and Renewable Generation

Hunziker, Roland

How Private Sector Led Partnerships Can Drive Energy Efficiency Investment in Global Cities

Hutchinson, Robert

How to Buy a Netzero Office

Hutson, Sarah

Finding Efficiency Opportunities in Surprising Markets: Data, Targeting, and Messaging

I

Iplikci, Jessica

Utility Program Cost Effectiveness of Variable Refrigerant Flow Systems

Ivanovich, Michael

Achieving High Satisfaction in High Performance Buildings

A Look at the Extended Product Motor Labelling Initiatives for Fans

J

Jackson, Ari

Interaction of Cold Weather Ductless Heat Pumps and Primary Fossil Systems

Jacobson, David

Emerging Technologies: What Will Be the Cost of the Next Generation of Efficiency?

Janda, Kathryn

Shopping for Success: Numbers, Knowledge, Time & Energy

From the 16th to the 21st Century: Upgrading Traditional Knowledge to Approach Net Zero Goals in Existing Neighborhood Upgrades (ZERH-NU)

Jarrett, Michael

Achieving High Participation in Multifamily Programs: How Utilities are Reaching Building Owners

Harnessing Energy Efficiency in Community Resilience Planning

Jarvis, Daniel

Sociodemographics and Small Businesses: Benchmarking Historical Participation Patterns Across SBDI Programs

Jarvis, Eric

Sub Wet-Bulb Evaporative Chillers for Building Cooling Systems

Jennings, John

Simulation on Demand for Deep Energy Retrofits

Metered Energy Efficiency Transaction Structure in Ultra-Efficient New Construction: Pay-For-Performance at the Bullitt Center in Seattle, WA

Jewel, Amy

Using Nudges and Energy Benchmarking to Drive Behavior Change in Commercial, Institutional, and Multifamily Residential Buildings

Jin, Ling

Go for the Silver? Evidence from Several Field Studies Quantifying the Trade-off in Accuracy between Quasi-experimental vs Gold-standard RCT Evaluation Methods

Time Will Tell: Using Smart Meter Time Series Data to Derive Household Features and Explain Heterogeneity in Pricing Programs

Jin, Ming

Towards the Optimal Development of Low-Carbon Community Energy Systems

Jin, Xin

Hybrid Model-based and Data-driven Fault Detection and Diagnostics for Commercial Buildings

Johnson, Emma

Engaging a City: The Story of Bellevue Urban Smart

Johnson, Erica

Load Disaggregation Technologies: Real World and Laboratory Performance

Johnson, Erik

Impacts of Solar Power on Electricity Rates and Bills

Johnson, Jeremiah

Explaining Inefficiencies in Buildings Providing Ancillary Services

Johnson, Karl

Direct Current as an Integrating Platform for ZNE Buildings with EVs and Storage: DC Direct Systems - A Bridge to Low Carbon Future???

Johnson, Katherine

Digging Deeper for Energy Savings: A Look at Successful Residential Financing Program Designs

Johnson, Kevin

Better Understanding Customers: Developing SMB DNA to Improve Customer Interactions and Catalyze Positive Behavior Changes

Personalized Energy Efficiency Program Targeting with Association Rule Mining

Johnson, Mark

High Performance Manufactured Homes: Field and Factory Results from 8 Demo Homes Built in 6 Factories

Johnson, Priscilla

Baking from Scratch: How a Tiny EM&V Study Disrupted the Status Quo in Utility Program Design

Johnson, Terry

Experimental Evaluation of a Residential Refrigerator with a Novel Rotating Heat Exchanger as an Evaporator

Jones, Ben

Perfect Strangers: Evaluators Working with Implementers

Jones, Derek

What More Can California Do to Achieve the 2020 Residential ZNE Goals? We Asked the Market…

Beyond the Buzzwords: Making the Specific Case for Community Resilience Microgrids

Jones, Mitt

Smart Thermostats and the Triple Bottom Line: People, Planet, and Profits

Jones, Nick

Zero Net Energy: Available and Scalable

Jones, Richard

New Business Model for Large Scale Deployments of Small Commercial Energy Efficiency Projects

Jonlin, Duane

Can High-Performance Equipment Lead to a Low-Performance Building?

Judkoff, Ron

A Method to Test Model Calibration Techniques

Jung, Bomee

Recovery to Resiliency: How NYCHA is Reinventing Itself through Sandy Recovery

Just, Brian

Hot Ideas in a Cold Climate: Specs, Savings, and Lessons Learned from a High-Performance Homes Program

K

Kaam, Soazig

Getting into the Zone: How the Internet of Things can Improve Energy Efficiency and Demand Response in a Commercial Building

Writing Controls Sequences for Buildings: from HVAC Industry Enclave to Hacker’s Weekend Project

Kallay, Jennifer

Opportunities to Ramp Up Low-Income Energy Efficiency to Meet State and National Climate Policy Goals

Kaneda, David

Measured Zero Net Energy Performance: Results, Lessons, and Surprises

Kaplan, Katharine

Advancing ENERGY STAR Specifications through Improved Retail Sales Data Analytics

Kaplan, Ozge

Integrated Approaches to Water and Energy Infrastructure Decisions Using the MARKAL Optimization Framework: A Case Study of New York City

Karlin, Beth

How Do Small Business Experience Energy Reports?

Kasman, Robert

Clearing the Path to Market Transformation in the Rapidly Evolving World of Residential Lighting

Katzman, Alex

Move over Rebates: Influence beyond Financial Incentives

Kaufman, Jason

How Do Small Business Experience Energy Reports?

Kaufman, Zoe

Integrated Design for Affordable, Factory Built Homes

Keinath, Chris

The Role of Gas Heat Pumps in Zero Net Energy Buildings

Kelly, Kristina

Some Light Reading: Understanding Trends in Residential CFL and LED Adoption

Kelly, Meegan

Everyone Benefits When Everyone Pays: The Importance of Keeping Large Customers in Utility Programs

Kelsven, Phillip

A Look Inside the Eye on the Wall: Sub-metering Data Analysis of the Nest Thermostat

Kerr, Laurie

The Lazy Man's Guide to Achieving 80 x 50 in NYC (80% Carbon Reductions by 2050)

Kerr, Ryan

The Role of Gas Heat Pumps in Zero Net Energy Buildings

Kessler, Nicole

Field Assessment of Cold-Climate Air Source Heat Pumps

Field Assessment of Cold-Climate Air Source Heat Pumps

Khan, Aleisha

Getting Attention for Efficiency in Emerging Markets

Khan, Haider

Getting Attention for Efficiency in Emerging Markets

Mining Energy Efficiency Program Data

Khanna, Nina

Impacts of China’s 2010 to 2013 Mandatory Product Efficiency Standards: A Retrospective and Prospective Look

Electricity Demand in Chinese Households: Findings from China Residential Energy Consumption Survey

Estimating China’s Urban Energy Demand and CO2 Emissions: A Bottom-Up Modeling Perspective

Khattar, Mukesh

Server Demand Response via Automated Hardware Management

Khowailed, Gannate

Scaling Up Energy Ratings, Labels, and Scores: Latest Trends to Promote Widespread Adoption

Kihm, Steven

Considering Risk and Investor Value in EE Business Models

Kim, Joyce

Getting into the Zone: How the Internet of Things can Improve Energy Efficiency and Demand Response in a Commercial Building

Writing Controls Sequences for Buildings: from HVAC Industry Enclave to Hacker’s Weekend Project

Well-connected Microzones for Increased Building Efficiency and Occupant Comfort

Kimmel, Jamie

Using Nudges and Energy Benchmarking to Drive Behavior Change in Commercial, Institutional, and Multifamily Residential Buildings

King-Scott, Celia

Measuring Up to Net Zero: The Status of New Construction Programs and How They Can Further Zero Net Energy in the Commercial Sector

Kisch, Teddy

Advancing ENERGY STAR Specifications through Improved Retail Sales Data Analytics

Market Development Programs: Addressing Market Barriers for Emerging Technologies through Scaled Deployments and Strategic Supply Chain Interventions

Kissel, Eric

Connecting the Commercial Real Estate Market and Utilities: Achieving Energy Savings in Commercial Buildings

Kissock, Kelly

Energy Savings from Robust Control of Static Pressure Based upon Zonal Occupancy for Multiple-Zone VAV Systems

Klein, Gary

Getting Into Hot Water

Kliewer, Ron

Replicable and Scalable Near-Zero Energy Retrofits for Low-Income Multifamily Housing: An Update

Kloss, Margareta

Direct Current as an Integrating Platform for ZNE Buildings with EVs and Storage: DC Direct Systems - A Bridge to Low Carbon Future???

Koch, Annie

Balancing Zero

Koliner, Jonathan

Small Utilities and Big Data: Cooperative and Municipality Programs in the Digital Future

Kolstad, Leonard

Commercial Mortgages: An Underutilized Channel for Scaling Energy Efficiency Investments?

Kona, Albana

European Cities Leading the Fight Against Climate Change: Achievements of the Covenant of Mayors Initiative

Kontokosta, Constantine

DataIQ: A Machine Learning Approach to Predicting and Improving Energy Performance Data Quality and Reliability

Korn, Dave

Interaction of Cold Weather Ductless Heat Pumps and Primary Fossil Systems

Korn, David

Exactly What is a Full Load Cooling Hour and Does Size Really Matter?

Kot, Douglas

Balancing Zero

Kramer, Chris

The Challenges of Comparing PV's Success to Efficiency

Growing the Pie? Assessing Financing’s Achievable Savings Potential

Moving Vermont Existing Homes to “Zero Energy Now” through a Comprehensive Retrofit Approach

Kriegh, Julie

Building User Audit: Capturing Behavior, Energy, and Culture

Occupant Behavior Driven Energy Savings at the Bullitt Center in Seattle,WA

Kristjansson, Sue

ZNE Simulation Study: Homes with Mixed Fuel vs. Electric Only

Kruse, Jane

Connecting the Commercial Real Estate Market and Utilities: Achieving Energy Savings in Commercial Buildings

How Forward-Looking Product Specifications, Strategic Engagement and Competition Drive Adoption of Best-in-Class Technologies

Kubes, Cassandra

A Roadmap for Clean Power Plan Compliance: State Developments and Consideration of Energy Efficiency

Kujak, Steve

Merging the Transition to Next Generation HVAC Refrigerant Technology with Effective Climate Policy

Kumar, Sam

Well-connected Microzones for Increased Building Efficiency and Occupant Comfort

Kundu, Bijit

Next Generation Standards; Opportunities to Broaden the Impacts of Federal Appliance Standards

Kupser, Jason

M&V 2.0: Hype vs. Reality

Kushler, Marty

Field Assessment of Cold-Climate Air Source Heat Pumps

Kutscher, Chuck

From Zero Energy Buildings to Zero Energy Districts

L

Lalos, Jamie

Charting the Future: How to Use Customer Engagement Strategies To Ensure Energy Savings and Persistence

Lamoureux, Robert

Home Energy Management Systems (HEMS) Paths to Savings: On-Ramps and Dead Ends

Landry, Kristin

Prematurely Reducing Program Support May Produce Negative Market Effects

Landry, Russ

Pilot Program with Two Focused Approaches to Enhance Energy Code Compliance

Langevin, Jared

Scout: An Impact Analysis Tool for Building Energy-Efficiency Technologies

Langevin, Patric

Local Energy Efficiency Partnerships (LEEP): A Systems Approach to Innovation in Canada’s Home Building Industry

Langheim, Ria

Accelerating Market Transformation with Energy Program Data Visualization

Langner, Rois

Engaging Tenants in Reducing Plug Load Energy Use

Larson, Ben

What Does the Future of Space and Water Heating Look Like? Field Test Results of Combined Space and Water Heating in Low Load Homes Using CO2 Refrigerant Heat Pump Water Heaters

Larson, Samara

Replicable and Scalable Near-Zero Energy Retrofits for Low-Income Multifamily Housing: An Update

LaRue, Anna

What More Can California Do to Achieve the 2020 Residential ZNE Goals? We Asked the Market…

Measured Zero Net Energy Performance: Results, Lessons, and Surprises

Lessons Learned from a Zero Net Energy Production Builder Demonstration

Laurain, Anne-Lise

Better Understanding Customers: Developing SMB DNA to Improve Customer Interactions and Catalyze Positive Behavior Changes

Personalized Energy Efficiency Program Targeting with Association Rule Mining

Layberry, Russell

Shopping for Success: Numbers, Knowledge, Time & Energy

Lazar, Jim

The Old Order Changeth: Rewarding Utilities for Performance, Not Capital Investment

Le Truong, Nguyen

Costs and Primary Energy Use of Energy Supply Options to Buildings of Different Energy Efficiency Levels

Leduc, Marie-Andrée

Winter Demand Response Using Baseboard Heaters: Achieving Substantial Load Reduction without Sacrificing Comfort

Lee, Allen

What Was the Real Energy Impact of the 2008 Title-24 Energy Code?

Lee, Christine

National Study of Potential of Smart Thermostats for Energy Efficiency and Demand Response

Leeds, Tyler

Code Based Savings: Analytics-Enabled Study of To- and Above- Code Savings in California's Title 24 Policy Environment

Leigh, Richard

Benchmarking and Audit Data Inform Building Science

Leritz, Nick

Advancing ENERGY STAR Specifications through Improved Retail Sales Data Analytics

Leventis, Gregory

The Challenges of Comparing PV's Success to Efficiency

Levin, Emily

Driving Upstream Markets through Strategic Partnerships and Excellence in Supply Chain Management

Scaling Up Energy Ratings, Labels, and Scores: Latest Trends to Promote Widespread Adoption

Levin, Todd

Saving Water through Behavior Changing Technologies

Levine, Ali

Putting Data to Work: Using Building Energy Performance Data to Expand the Market for Energy Efficiency in Buildings

Levinson, Ronnen

Office-like Test Chambers to Measure Cool Roof Energy Savings in Four Indian Climates

Levy, Emanuel

Integrated Design for Affordable, Factory Built Homes

Lew, Erika

Web-Based Building Energy Modeling for California

Li, G.P.

Server Demand Response via Automated Hardware Management

Li, Michael

The National Energy Efficiency Registry

Li, Tianqi

A Life Cycle Approach to Sustainability Assessment on Community Energy Projects in the UK

Lichtenfels, Michelle

Baking from Scratch: How a Tiny EM&V Study Disrupted the Status Quo in Utility Program Design

Lieb, Noah

Thriller in Asilomar: Battle of the Smart Thermostats

Lin, Yashen

Explaining Inefficiencies in Buildings Providing Ancillary Services

Lin, Ye

Personalized Energy Efficiency Program Targeting with Association Rule Mining

Lindsey, Doug

The Inconsistency of Dimmers with LED Lamps

Robotic Evaluation of Commercial Space Performance

Lingfors, David

Electricity Self-Sufficiency and Primary Energy Use in a Swedish Residential Community, after Building Renovation and Implementation of Photovoltaics, Small-Scale CHP, and Electric Vehicles

Little, Debra

What More Can California Do to Achieve the 2020 Residential ZNE Goals? We Asked the Market…

Liu, Ping

Towards the Optimal Development of Low-Carbon Community Energy Systems

Livingood, Bill

From Zero Energy Buildings to Zero Energy Districts

Loftness, Vivian

Strategies to Achieve Optimum Visual Quality for Maximum Occupant Satisfaction

Are Humans Good Sensors?: Using Occupants as Sensors for Indoor Environmental Quality Assessment and for Developing Thresholds that Matter

Logsdon, Michael

High Performance Manufactured Homes: Field and Factory Results from 8 Demo Homes Built in 6 Factories

What Does the Future of Space and Water Heating Look Like? Field Test Results of Combined Space and Water Heating in Low Load Homes Using CO2 Refrigerant Heat Pump Water Heaters

Long, Nicholas

Streamlining Building Efficiency Evaluation with DOE’s Asset Score Preview

A National Framework for Energy Audit Ordinances

Achieving Actionable Results from Available Inputs: Metamodels Take Building Energy Simulations One Step Further

Loucks-Stubblefield, Betsy

Non-Energy Benefits, the Clean Energy Plan, and Energy Policy for Multi-Family Housing

Loveland, Joel

Occupant Behavior Driven Energy Savings at the Bullitt Center in Seattle,WA

Luboff, Jay

Together, Are We Greater Than the Sum of Our Parts?

Lukasiewicz, Michael

Retail Products Platform: Piloting an Innovative Midstream Energy Efficiency Program Design

Lukito, Mugi

It Takes a Village: Greening Los Angeles’ Affordable Multifamily Housing Stock

Luthander, Rasmus

Electricity Self-Sufficiency and Primary Energy Use in a Swedish Residential Community, after Building Renovation and Implementation of Photovoltaics, Small-Scale CHP, and Electric Vehicles

Lutz, Teresa

Applying Gross Savings and Net Savings in an Integrated Policy Framework

Lyles, Mark

Zero Net Energy Building Controls: Characteristics, Energy Impacts, and Lessons

Lynch, Steve

Behind the Curtain: Characterization of Measure Technologies within Technical Reference Manuals

M

Mackin, Dina

Raiders of the Lost Potential: Understanding Energy Efficiency Potential Relative to Existing Conditions Baseline

Macumber, Daniel

From Zero Energy Buildings to Zero Energy Districts

Madden, Jay

Server Demand Response via Automated Hardware Management

Mahic, Alen

Simulation on Demand for Deep Energy Retrofits

Mahone, Amber

What If Efficiency Goals Were Carbon Goals?

Mahone, Douglas

Savings To Code: Looking to Whole Systems for Implementing Existing Conditions Baselines

What If Efficiency Goals Were Carbon Goals?

Maitra, Arindam

Grid Integration of Zero Net Energy Communities

Makhmalbaf, Atefe

Performance Quantification of Different HVAC Control Strategies with Application to Demand Response

Mallory, Sandra

Building Performance Metrics as Policy Tools

Mallow, Anne

Experimental Evaluation of a Residential Refrigerator with a Novel Rotating Heat Exchanger as an Evaporator

Malomo-Paris, Kiki

Non-Energy Benefits, the Clean Energy Plan, and Energy Policy for Multi-Family Housing

Malone, Leslie

Residential Load Control: How Efficiency Programs can Help Integrate Renewables

Manu, Sanyogita

Opportunities and Challenges in Monitoring the Thermal Performance of Passive Buildings in India

Mark, Nick

Bridging the Gap between Direct Install and Whole House Programs

Marnay, Chris

Towards the Optimal Development of Low-Carbon Community Energy Systems

Martin, Eric

Measured Performance of Ducted and Space-Coupled Heat Pump Water Heaters in a Cooling Dominated Climate

Measured Performance of Heat Pump Clothes Dryers

Evaluation of Mini-Split Heat Pumps as Supplemental and Full System Retrofits in a Hot-Humid Climate

From Energy Guzzler to Near Zero Energy Home: Lessons from the Phased Deep Retrofit Project

Martin, John

A Radical Proposal: Simplify Codes by Relying on Professional Competence and Outcomes!

Marver, Jill

Developing an Appliance Standards Compliance Improvement Program

Maskrey, James

Positively Net Zero: Case Study of Performance Simulation and Hitting the Targets

Matenaer, Matthew

On Demand Savings: Introducing Demand Management in an Efficiency World

Mathew, Paul

Beyond Widgets: System Incentive Programs for Utilities

Commercial Mortgages: An Underutilized Channel for Scaling Energy Efficiency Investments?

Mathieu, Johanna

Explaining Inefficiencies in Buildings Providing Ancillary Services

Matisoff, Dan

Impacts of Solar Power on Electricity Rates and Bills

Mauer, Joanna

Next Generation Standards; Opportunities to Broaden the Impacts of Federal Appliance Standards

Maxwell, Adam

Behind the Curtain: Characterization of Measure Technologies within Technical Reference Manuals

May-Ostendorp, Peter

Demand DC: Adoption Paths for DC Power Distribution in Homes

Mayhorn, Ebony

Load Disaggregation Technologies: Real World and Laboratory Performance

McCarthy-Bercury, Diana

Transforming Towns and Cities into Sustainable Energy Communities

McClaren, Mersiha

Home Energy Reports and Program Rebates: A Quantitative Assessment of Customer Engagement

What More Can California Do to Achieve the 2020 Residential ZNE Goals? We Asked the Market…

McCowan, Brian

Emerging Technologies: What Will Be the Cost of the Next Generation of Efficiency?

McDonald, Craig

M&V 2.0: Hype vs. Reality

McGaraghan, Michael

Codes and Standards: A Path to Affordable Amenity and Customer Satisfaction

McGaraghan, Mike

Next Generation Standards; Opportunities to Broaden the Impacts of Federal Appliance Standards

McHugh, Jonathan

Codes and Standards: A Path to Affordable Amenity and Customer Satisfaction

McLain, Lisa

Developing an Appliance Standards Compliance Improvement Program

McMillen, Adam

Codes Don’t Always Get Enforced, but Contracts Do: Changing the Procurement Paradigm to Drive Building Energy Performance

McNeil, Michael

Impacts of China’s 2010 to 2013 Mandatory Product Efficiency Standards: A Retrospective and Prospective Look

The International Database of Efficient Appliances (IDEA): A New Resource for Global Efficiency Policy

McRae, Marjorie

Power to the People: Using Community-Based Approaches to Deliver Efficiency and Sustainability to Hard-to-Reach Populations

Meek, Chris

Occupant Behavior Driven Energy Savings at the Bullitt Center in Seattle,WA

Meek, Christopher

Metered Energy Efficiency Transaction Structure in Ultra-Efficient New Construction: Pay-For-Performance at the Bullitt Center in Seattle, WA

Building User Audit: Capturing Behavior, Energy, and Culture

Meek, Christopoher

Metered Energy Efficiency Transaction Structure in Ultra-Efficient New Construction: Pay-For-Performance at the Bullitt Center in Seattle, WA

Meier, Alan

Permanent Electrical Loads in New Homes

Do Connected Thermostats Save Energy?

Why Americans Misunderstand European Energy Policies (and vice versa)

Meisegeier, David

Move Over Rover, Mobile’s Taking Over

Mining Energy Efficiency Program Data

Mejia, Alejandra

Savings To Code: Looking to Whole Systems for Implementing Existing Conditions Baselines

Technical Reference Manual Best Practices from Across the Nation to Inform the Creation of California Electronic Technical Reference Manual (eTRM)

Melloch, Tim

Technical Reference Manual Best Practices from Across the Nation to Inform the Creation of California Electronic Technical Reference Manual (eTRM)

Mendon, Vrushali

Beyond Compliance: The DOE Residential Energy Code Field Study

More Bang for the Buck: Can Increased Code Compliance Result in kWh and kW Savings?

An Economic Feasibility Test for Residential Energy Efficiency Measures When First Costs Are Uncertain

Meng, Ting

Measuring Energy Savings from Benchmarking Policies in New York City

Mernick, Michael

Leveraging DSM Programs to Deliver on the Promise of Benchmarking and Disclosure Policies

Merson, Howard

Driving Upstream Markets through Strategic Partnerships and Excellence in Supply Chain Management

Messer, Benjamin

Home Energy Reports and Program Rebates: A Quantitative Assessment of Customer Engagement

Meyer, Ryan

What’s Left? How to Leverage Benchmarking to Find the Diamonds in the Rough

Michaels, Joelle

Green Building Certification and the Commercial Building Energy Consumption Survey (CBECS)

Miclea, Cristina

Turning Local Data into Global Action: Analysing Building Energy Data across Global Cities

Mihlmester, Philip

The Locational Value of Energy Efficiency on the Distribution Grid

Mikami, Ayako

Can You Take the Heat? A Cross-National Comparison of Thermal Comfort Strategies and Energy-Saving Field Experiments

Miller, Alexi

Deep Savings for Small Commercial Direct Install: A Replicable Model for High Volume, Cost Effective Energy Savings

Zero Net Energy Building Controls: Characteristics, Energy Impacts, and Lessons

Miller, Mark

Don’t Build It, Just Change Their Operations!

ZNE vs. Comfort: A Holistic Look at High-Performance

Positively Net Zero: Case Study of Performance Simulation and Hitting the Targets

Mills, Evan

Appraising Green: Show Me the Market Value

Ming, Zachary

Preliminary Economic Outlook for California Residential ZNE

Mitchell-Jackson, Jennifer

Ratepayer and Governmental Partnerships to Promote Efficient Codes & Standards

Modera, Mark

Using an Aerosol Sealant to Reduce Multifamily Envelope Leakage

Molsick, Pamela

How Forward-Looking Product Specifications, Strategic Engagement and Competition Drive Adoption of Best-in-Class Technologies

Momen, Ayyoub

Experimental Evaluation of a Residential Refrigerator with a Novel Rotating Heat Exchanger as an Evaporator

Monohon, Sarah

A Smart Approach to Analyzing Smart Meter Data

Moody, David

The Energy Efficiency Identity Crisis: Finding Balance Between Resource Acquisition and Customer Service

Moore, Emily

Creating Order from Chaos: Achieving Consensus and Collaboration in a Crowded Market

Moore, Michele

Recovery to Resiliency: How NYCHA is Reinventing Itself through Sandy Recovery

Morejohn, Joshua

TherMOOstat: Occupant Feedback to Improve Comfort and Efficiency on a University Campus

The Iterative Design of a University Energy Dashboard

Morrow, Robert

What’s Left? How to Leverage Benchmarking to Find the Diamonds in the Rough

Mosenthal, Phil

The Energy Efficiency Extra Value Menu: Streamlining Energy Efficiency Delivery

Muehleisen, Ralph

Agent Based Technology Adoption Model for Program Planning and Design

Saving Water through Behavior Changing Technologies

Munkhammar, Joakim

Electricity Self-Sufficiency and Primary Energy Use in a Swedish Residential Community, after Building Renovation and Implementation of Photovoltaics, Small-Scale CHP, and Electric Vehicles

Munro, Anna

Local Energy Efficiency Partnerships (LEEP): A Systems Approach to Innovation in Canada’s Home Building Industry

Murray, Chuck

The Development and Savings from the Residential Option Table in the Washington State Energy Code

Mutmansky, Michael

Clearing the Path to Market Transformation in the Rapidly Evolving World of Residential Lighting

Savings for the Program, Savings for the Participant: Developing a Consistent and Scalable Methodology to Estimate Savings for Advanced Lighting Controls

Mylrea, Michael

Evaluating the Maturity of Cybersecurity Programs for Building Control Systems

N

Nadel, Steve

Learning from a Dozen Carbon Taxes: What Does the Evidence Show?

Nadrault, Guillaume

Winter Demand Response Using Baseboard Heaters: Achieving Substantial Load Reduction without Sacrificing Comfort

Nagengast, Amy

Don’t Build It, Just Change Their Operations!

ZNE vs. Comfort: A Holistic Look at High-Performance

Napoleon, Alice

Opportunities to Ramp Up Low-Income Energy Efficiency to Meet State and National Climate Policy Goals

Narayanamurthy, Ram

Replicable and Scalable Near-Zero Energy Retrofits for Low-Income Multifamily Housing: An Update

Field Evaluation of Long Term Performance of Energy-Efficient Homes

National Study of Potential of Smart Thermostats for Energy Efficiency and Demand Response

Getting into the Zone: How the Internet of Things can Improve Energy Efficiency and Demand Response in a Commercial Building

Establishing Feasibility of Residential Zero Net Energy Community Development: Learnings from California’s First ZNE Neighborhood

Grid Integration of Zero Net Energy Communities

Narita, Kimiko

Creating Resilient and Energy-Efficient Cities through Local Partnerships

Narum, David

Developing a Low-Carbon Microgrid on Tribal Lands: A Case Study

Natrajan, Vinay

Office-like Test Chambers to Measure Cool Roof Energy Savings in Four Indian Climates

Neff, Gina

Building User Audit: Capturing Behavior, Energy, and Culture

Nelson, Carl

Bridging the Gap between Direct Install and Whole House Programs

Human-Building Interaction (HBI): A User-Centered Approach to Energy Efficiency Innovations

Nelson, Matthew

Back to the Future: Why Lighting Programs May Have Never Been More Important

Neme, Chris

The Next Quantum Leap in Efficiency: 30% Savings in 10 Years

Neumann, Robert

Regulatory Update: Regulatory Regimes and Effective Energy Efficiency Programs

Neymark, Joel

A Method to Test Model Calibration Techniques

Ng, En Seng

Advancing ENERGY STAR Specifications through Improved Retail Sales Data Analytics

Ng, Eng Seng

How Forward-Looking Product Specifications, Strategic Engagement and Competition Drive Adoption of Best-in-Class Technologies

Nguyen, Huong

A Road Map to Building Material Testing and Rating in Developing Countries

Nguyen, Phi

A Plug Load and Lighting Model for ZNE Residential Buildings

Nicholls, Andrew

Evaluating the Maturity of Cybersecurity Programs for Building Control Systems

NIEDERBERGER, Anne ARQUIT

Move over Rebates: Influence beyond Financial Incentives

Nilsson, Annica M.

Electricity Self-Sufficiency and Primary Energy Use in a Swedish Residential Community, after Building Renovation and Implementation of Photovoltaics, Small-Scale CHP, and Electric Vehicles

Nittler, Ken

Zero Net–Balancing Energy Efficiency and Renewable Generation

Nordman, Bruce

Occupancy Detection with Implicit Sensing for Energy Savings and More

Norton, Paul

Case Study on Long-Term Performance of Net-Zero Energy Home

Norton, Ruth Ann

Non-Energy Benefits, the Clean Energy Plan, and Energy Policy for Multi-Family Housing

Novie, Alex

Sociodemographics and Small Businesses: Benchmarking Historical Participation Patterns Across SBDI Programs

Nowak, Seth

Who's Participating and Who's Not? The Unintended Consequences of Untargeted Programs

O

O'Neil, Nicholas

Together, Are We Greater Than the Sum of Our Parts?

Ohshita, Stephanie

Estimating China’s Urban Energy Demand and CO2 Emissions: A Bottom-Up Modeling Perspective

ONeill, Patrick

New Business Model for Large Scale Deployments of Small Commercial Energy Efficiency Projects

Orfanedes, Laura

Charting the Future: How to Use Customer Engagement Strategies To Ensure Energy Savings and Persistence

Outcault, Sarah

Can You Take the Heat? A Cross-National Comparison of Thermal Comfort Strategies and Energy-Saving Field Experiments

P

Page, Erik

The Lights Will Stay On, but It Needs Policy Makers to Make Them Shine in the Eye of the Consumer

Paliaga, Gwelen

Using Integrated Packages to Advance Buildings towards ZNE

Palmer, Douglas

Using Nudges and Energy Benchmarking to Drive Behavior Change in Commercial, Institutional, and Multifamily Residential Buildings

Pande, Abhijeet

So You Say You have Built a ZNE Building, Prove It!

What More Can California Do to Achieve the 2020 Residential ZNE Goals? We Asked the Market…

Measured Zero Net Energy Performance: Results, Lessons, and Surprises

Pang, Terrance

How Forward-Looking Product Specifications, Strategic Engagement and Competition Drive Adoption of Best-in-Class Technologies

Pantano, Stephen

Demand DC: Adoption Paths for DC Power Distribution in Homes

Papamichael, Konstantinos

A Radical Proposal: Simplify Codes by Relying on Professional Competence and Outcomes!

Parikh, Mihir

Recovery to Resiliency: How NYCHA is Reinventing Itself through Sandy Recovery

Paris, Emily

Beyond the Buzzwords: Making the Specific Case for Community Resilience Microgrids

Park, Jihyun

Strategies to Achieve Optimum Visual Quality for Maximum Occupant Satisfaction

Are Humans Good Sensors?: Using Occupants as Sensors for Indoor Environmental Quality Assessment and for Developing Thresholds that Matter

Parker, Andrew

OpenStudio: A Platform for Ex Ante Incentive Programs

Scout: An Impact Analysis Tool for Building Energy-Efficiency Technologies

Parker, Danny

Measured Performance of Ducted and Space-Coupled Heat Pump Water Heaters in a Cooling Dominated Climate

Measured Performance of Heat Pump Clothes Dryers

Evaluation of Mini-Split Heat Pumps as Supplemental and Full System Retrofits in a Hot-Humid Climate

Evaluation of the Space Heating and Cooling Saving of Smart Thermostats in a Hot-Humid Climate Using Long Term Data

From Energy Guzzler to Near Zero Energy Home: Lessons from the Phased Deep Retrofit Project

Parker, Scudder

The Old Order Changeth: Rewarding Utilities for Performance, Not Capital Investment

Parks, Jim

Preparing for the Utility of the Future

Parnell, Ben

Behind the Curtain: Characterization of Measure Technologies within Technical Reference Manuals

Parsons, David

Ratepayer and Governmental Partnerships to Promote Efficient Codes & Standards

Parsons, Laura

Accelerating Market Transformation with Energy Program Data Visualization

Partridge, Audrey

Bridging the Gap between Direct Install and Whole House Programs

Pass, Rebecca Zarin

A Tale of Three District Energy Systems: Metrics and Future Opportunities

Patel, Chinmay

Opportunities and Challenges in Monitoring the Thermal Performance of Passive Buildings in India

Patel, Siddharth

Time Will Tell: Using Smart Meter Time Series Data to Derive Household Features and Explain Heterogeneity in Pricing Programs

Patel, Viral

Experimental Evaluation of a Residential Refrigerator with a Novel Rotating Heat Exchanger as an Evaporator

Patterson, Olivia

(Multi-) Leveling Up Savings Estimates: Using Hierarchical Models to Optimize a Home Energy Report Program

Patton, Marlana

Diving Deeper: Using Data to Potentiate Student Engagement in K-12 Behavior-Based Energy Conservation

Pavia, Murray

Australian Residential Energy End-Use: Trends and Projections to 2030

Pearce, Emily

Connecting the Commercial Real Estate Market and Utilities: Achieving Energy Savings in Commercial Buildings

Peeks, Brady

High Performance Manufactured Homes: Field and Factory Results from 8 Demo Homes Built in 6 Factories

Peffer, Therese

Getting into the Zone: How the Internet of Things can Improve Energy Efficiency and Demand Response in a Commercial Building

Writing Controls Sequences for Buildings: from HVAC Industry Enclave to Hacker’s Weekend Project

Enabling Portable Energy Accounting Applications with a Building Operating System

Pepetone, Diane

Collecting Energy Usage Data for California’s Proposition 39: Lessons Learned, Best Practices Defined

Peppard, Eileen

Positively Net Zero: Case Study of Performance Simulation and Hitting the Targets

Perez, Heather

Achieving High Satisfaction in High Performance Buildings

Perry, Christopher

A Modest Approach to the (Equipment) Standards Conundrums: Separate Compliance from Installed Performance Descriptors

Persful, Trinity

A Look at the Extended Product Motor Labelling Initiatives for Fans

Petersen, Anya

Creating an Energy Intelligent Campus: Data Integration Challenges and Solutions at a Large Research Campus

Petersen, Joseph

Load Disaggregation Technologies: Real World and Laboratory Performance

Mind the Gap: Summary of Residential Window Retrofit Solutions

Peterson, Forest

Community Scale Research-based Integrated Education Experience

Peterson, Janice

What Does the Future of Space and Water Heating Look Like? Field Test Results of Combined Space and Water Heating in Low Load Homes Using CO2 Refrigerant Heat Pump Water Heaters

Peterson, Kent

A Common Definition for Zero Energy Buildings

Petty, Athena

Engaging a City: The Story of Bellevue Urban Smart

Phelan, Patrick

Scout: An Impact Analysis Tool for Building Energy-Efficiency Technologies

Philbrick, Deborah

Using Energy Data Transparency in the Real Estate Market to Fuel Change

Phoutrides, Steve

Measuring What Matters: A Methodology for Moving from Code Compliance to Code Evaluation

Pierce, Jerrad

How do Enhanced Code Requirements Influence Compliance and Building Efficiency? A Massachusetts Case Study

Piette, Mary Ann

Comparison of Actual Costs to Integrate Commercial Buildings with the Grid Flexibility Programs

A Tale of Three District Energy Systems: Metrics and Future Opportunities

Pigg, Scott

Using Nudges and Energy Benchmarking to Drive Behavior Change in Commercial, Institutional, and Multifamily Residential Buildings

Pigman, Margaret

Measured Zero Net Energy Performance: Results, Lessons, and Surprises

Lessons Learned from a Zero Net Energy Production Builder Demonstration

Pike, Ed

Water Use Efficiency and the Role for Energy Utilities

Pistochini, Theresa

Sub Wet-Bulb Evaporative Chillers for Building Cooling Systems

Pless, Shanti

From Zero Energy Buildings to Zero Energy Districts

Measured Zero Net Energy Performance: Results, Lessons, and Surprises

Technical Feasibility for Zero Energy K-12 Schools

Analysis of Different Methods of Computing Source Energy

Plum, Chris

Advancing the Last Frontier: Reduction of Commercial Plug Loads

Podorson, David

Grid Interactive Water Heaters: How Water Heaters Have Evolved Into a Grid Scale Energy Storage Medium

Polly, Ben

A Method to Test Model Calibration Techniques

From Zero Energy Buildings to Zero Energy Districts

Ponce, Jamie

Using Nudges and Energy Benchmarking to Drive Behavior Change in Commercial, Institutional, and Multifamily Residential Buildings

Poppendieck, Dustin

Energy and Indoor Air Quality Benchmarking of the NIST Net-Zero Energy Residential Test Facility (NZERTF)

Price, Kevin

To ZNE and Beyond! Building a Dynamic Energy Data Resource

Price, Lynn

Estimating China’s Urban Energy Demand and CO2 Emissions: A Bottom-Up Modeling Perspective

Price, Snuller

Preliminary Economic Outlook for California Residential ZNE

Pritoni, Marco

TherMOOstat: Occupant Feedback to Improve Comfort and Efficiency on a University Campus

The Iterative Design of a University Energy Dashboard

Can You Take the Heat? A Cross-National Comparison of Thermal Comfort Strategies and Energy-Saving Field Experiments

Writing Controls Sequences for Buildings: from HVAC Industry Enclave to Hacker’s Weekend Project

Proctor, John

Deep Energy Retrofits: Lessons Learned in the Central Valley Research Homes Project

Q

Quaid, Maureen

Customer Analytics for Energy Efficiency

Quinn, Dennis

New Business Model for Large Scale Deployments of Small Commercial Energy Efficiency Projects

R

Radulovic, Verena

Advancing ENERGY STAR Specifications through Improved Retail Sales Data Analytics

Raftery, Paul

Getting into the Zone: How the Internet of Things can Improve Energy Efficiency and Demand Response in a Commercial Building

Writing Controls Sequences for Buildings: from HVAC Industry Enclave to Hacker’s Weekend Project

Well-connected Microzones for Increased Building Efficiency and Occupant Comfort

Rajagopal, Ram

Time Will Tell: Using Smart Meter Time Series Data to Derive Household Features and Explain Heterogeneity in Pricing Programs

Raker, Jessica

Engaging a City: The Story of Bellevue Urban Smart

Rasmussen, Tami

To ZNE and Beyond! Building a Dynamic Energy Data Resource

Rasmussen, Trevor

Engaging a City: The Story of Bellevue Urban Smart

Rath, Pournamasi

Integrated Design for Affordable, Factory Built Homes

Rathbun, Pam

Innovative Tools for Estimating Robust Non-Energy Impacts that Enhance the Cost-Effectiveness Testing and Marketing of Energy Efficiency Programs

Applying Gross Savings and Net Savings in an Integrated Policy Framework

Rawal, Rajan

Opportunities and Challenges in Monitoring the Thermal Performance of Passive Buildings in India

Reddy, Niranjan

Office-like Test Chambers to Measure Cool Roof Energy Savings in Four Indian Climates

Reeves, Scott

Triangulation vs. Strangulation: Applying Multimethod Impact Evaluation to Whole-House Retrofit Programs

Home Energy Management Systems (HEMS) Paths to Savings: On-Ramps and Dead Ends

Regnier, Cynthia

Beyond Widgets: System Incentive Programs for Utilities

Regnier, Justin

Collecting Energy Usage Data for California’s Proposition 39: Lessons Learned, Best Practices Defined

Rego, Joshua

M&V 2.0: Hype vs. Reality

Reichmuth, Howard

Metered Energy Efficiency Transaction Structure in Ultra-Efficient New Construction: Pay-For-Performance at the Bullitt Center in Seattle, WA

Reid, Hart

Energy Cost Impact of Non-Residential Energy Code Requirements

Rhode, Alan

Smart Methods to Enable Direct Install Multi-system Retrofits in Small Commercial Grocery Stores

Ribeiro, David

Harnessing Energy Efficiency in Community Resilience Planning

Ribiero, Dave

The Role of Electric Utility Energy Efficiency Programs in Building Community Resilience

Rich, Jillian

Engaging Businesses in Behavior Change through a Multifaceted Marketing Campaign

Richter, Carolyn

Developing an Appliance Standards Compliance Improvement Program

Ringel, Marc

Energy Efficiency Policies in the German Energy Transition

Roberts, Jon

Measured Zero Net Energy Performance: Results, Lessons, and Surprises

Robertson, Joseph

Hybrid Model-based and Data-driven Fault Detection and Diagnostics for Commercial Buildings

Robinson, Alastair

Beyond Widgets: System Incentive Programs for Utilities

Robinson, Gerald

Direct Current as an Integrating Platform for ZNE Buildings with EVs and Storage: DC Direct Systems - A Bridge to Low Carbon Future???

Robinson, Jennifer

National Study of Potential of Smart Thermostats for Energy Efficiency and Demand Response

Rodenhizer, David

Metered Energy Efficiency Transaction Structure in Ultra-Efficient New Construction: Pay-For-Performance at the Bullitt Center in Seattle, WA

Rodgers, Kara

Gaining EE Ground: How the Collective Knowledge of Vendors & Channel Partners Can Accelerate Your Successes

Preaching to the Choir: Using Utility Data to Create Relevant Promotions for Energy Efficiency Programs

Rodriguez-Anderson, Santiago Martin

Can We Find the End Use in Smart Metering Data?

Rogers, Christopher

Savings To Code: Looking to Whole Systems for Implementing Existing Conditions Baselines

Rogers, Ethan

A Look at the Extended Product Motor Labelling Initiatives for Fans

Rohde, Clemens

Energy Efficiency Policies in the German Energy Transition

Romain, Billi

Scaling Up Energy Ratings, Labels, and Scores: Latest Trends to Promote Widespread Adoption

Rosenberg, Michael

Can High-Performance Equipment Lead to a Low-Performance Building?

Energy Cost Impact of Non-Residential Energy Code Requirements

Potential Energy Cost Savings from Increased Commercial Energy Code Compliance

Developing Commercial Code Precalculated Packages

Rosenberg, Mitch

Some Light Reading: Understanding Trends in Residential CFL and LED Adoption

Rosenblatt, Jeremy

Smart Technologies and Connected Products: Early Adopter Toys or Gateways to Energy Savings?

Roskilly, Tony

A Life Cycle Approach to Sustainability Assessment on Community Energy Projects in the UK

Ross, Lauren

Achieving High Participation in Multifamily Programs: How Utilities are Reaching Building Owners

Assessing the Potential for Energy Efficiency in Low-Income Households under the Clean Power Plan

The US Low-Income Energy Affordability Landscape Alleviating High Energy Burden with Energy Efficiency in Low-Income Communities

Roth, Amir

OpenStudio: A Platform for Ex Ante Incentive Programs

Scout: An Impact Analysis Tool for Building Energy-Efficiency Technologies

Roth, Kurt

Residential Remote Audits: Estimation of Building Thermal Parameters Using Interval Energy Consumption Data

Rothschild, Laurel

Driving Action in the Energy Efficiency Public Sector: A Model for Success

Rotmann, Sea

How to Create a 'Magic Carpet' for Behaviour Change

Rouleau, Denise

Emerging Technologies: What Will Be the Cost of the Next Generation of Efficiency?

Rubin, Eric

A Plug Load and Lighting Model for ZNE Residential Buildings

Codes and Standards Climate Strategy

Rubinstein, Ellen

Together, Are We Greater Than the Sum of Our Parts?

Russell, Christopher

Leveraging Energy Efficiency’s Multiple Benefits through Market Segmentation

Russell, James

Engaging Businesses in Behavior Change through a Multifaceted Marketing Campaign

Russom, Michael

Driving Upstream Markets through Strategic Partnerships and Excellence in Supply Chain Management

Rustamov, Galib

Electricity/Water/Gas Multi-family Behavior Program to Engage Property Owners and Tenants through Benchmarking, Competition and Rewards

Ryan, Paul

Australian Residential Energy End-Use: Trends and Projections to 2030

S

Sachs, Harvey

A Modest Approach to the (Equipment) Standards Conundrums: Separate Compliance from Installed Performance Descriptors

Sadhasivan, Gomathi

Post Mortem: Dissecting an Underperforming Behavior Program

Saiyan, Armen

Savings To Code: Looking to Whole Systems for Implementing Existing Conditions Baselines

Salameh, Tarek

Measuring Up to Net Zero: The Status of New Construction Programs and How They Can Further Zero Net Energy in the Commercial Sector

Salim, Germaine

Ratepayer and Governmental Partnerships to Promote Efficient Codes & Standards

Salmon, Kiernan

TherMOOstat: Occupant Feedback to Improve Comfort and Efficiency on a University Campus

The Iterative Design of a University Energy Dashboard

Sanguinetti, Angela

TherMOOstat: Occupant Feedback to Improve Comfort and Efficiency on a University Campus

The Iterative Design of a University Energy Dashboard

How Do Small Business Experience Energy Reports?

Satchwell, Andrew

Considering Risk and Investor Value in EE Business Models

Sathe, Amul

Prematurely Reducing Program Support May Produce Negative Market Effects

Raiders of the Lost Potential: Understanding Energy Efficiency Potential Relative to Existing Conditions Baseline

Savio, Peter

Market Development Programs: Addressing Market Barriers for Emerging Technologies through Scaled Deployments and Strategic Supply Chain Interventions

Saxena, Mudit

Savings for the Program, Savings for the Participant: Developing a Consistent and Scalable Methodology to Estimate Savings for Advanced Lighting Controls

Schaaf, Rebecca

Swiftly and Massively: Moving 115,000 Units of Multifamily Affordable Housing to Higher Efficiency

EZ Retrofit: Multifamily Building Energy Efficiency Evaluation Process Just Got Easy!

Schantz, Marta

Connecting the Commercial Real Estate Market and Utilities: Achieving Energy Savings in Commercial Buildings

Engaging Tenants in Reducing Plug Load Energy Use

Scharpf, Michael

How Private Sector Led Partnerships Can Drive Energy Efficiency Investment in Global Cities

Scheer, Adam

Clearing the Path to Market Transformation in the Rapidly Evolving World of Residential Lighting

Scheu, Rachel

Using Energy Data Transparency in the Real Estate Market to Fuel Change

From Utility of the Future to Community of the Future

Schlomann, Barbara

Energy Efficiency Policies in the German Energy Transition

Schneider, Peter

Hot Ideas in a Cold Climate: Specs, Savings, and Lessons Learned from a High-Performance Homes Program

Schneider, Sarah

Water Use Efficiency and the Role for Energy Utilities

Schoenbauer, Ben

Using an Aerosol Sealant to Reduce Multifamily Envelope Leakage

Schoenfeld, Jonathan

Solving the Energy Savings Puzzle in Commercial Buildings: Lease Structures and Core & Shell Development

Schott, Marjorie

From Zero Energy Buildings to Zero Energy Districts

Schuetter, Scott

Is it Getting Hot in Here? How Climate Change will Impact Energy Efficiency Choices

Schulte, Andrew

Leveraging DSM Programs to Deliver on the Promise of Benchmarking and Disclosure Policies

Schwartz, Jeffrey

Leveraging DSM Programs to Deliver on the Promise of Benchmarking and Disclosure Policies

Schwartz, Peter

Beyond Widgets: System Incentive Programs for Utilities

Schwarz, Paul

Home Energy Reports and Program Rebates: A Quantitative Assessment of Customer Engagement

Together, Are We Greater Than the Sum of Our Parts?

Scoggins, Vik

Code Based Savings: Analytics-Enabled Study of To- and Above- Code Savings in California's Title 24 Policy Environment

Sedano, Rich

The Next Quantum Leap in Efficiency: 30% Savings in 10 Years

Serrenho, Tiago

Consumer Feedback Systems: How Much Energy Saving Will They Deliver and for How Long?

Servais, Kate

On Demand Savings: Introducing Demand Management in an Efficiency World

Seto, Betty

Zero Net Energy Communities: Three Cities Leading the Way

Shaban, Hassan

Mining Energy Efficiency Program Data

Shah, Monisha

Streamlining Energy Data Access: How Utilities-Government Partnership Supported the Design of New Solutions

Shah, Sunil

Grid Integration of Zero Net Energy Communities

Sharp, Frank

The Inconsistency of Dimmers with LED Lamps

Robotic Evaluation of Commercial Space Performance

Sheikh, Imran

Implications of Electrified Residential Space Heating in California

Shelton, Jean

Shedding a Cool New Light on a Heated Topic: Verifying Interactive Effects for Retail Lighting Retrofit Participants Using Monthly and AMI Bills

Shen, Lester

Human-Building Interaction (HBI): A User-Centered Approach to Energy Efficiency Innovations

Sheppy, Michael

Creating an Energy Intelligent Campus: Data Integration Challenges and Solutions at a Large Research Campus

Sherman, Troy

Getting Into Hot Water

Shiau, (Joe) Yenshiun

ZNE Simulation Study: Homes with Mixed Fuel vs. Electric Only

Shickman, Kurt

The Current State of Urban Heat Mitigation and Adaptation Policy

Shoemaker, Mary

A Roadmap for Clean Power Plan Compliance: State Developments and Consideration of Energy Efficiency

Siderius, Hans-Paul

Why Americans Misunderstand European Energy Policies (and vice versa)

Siegel, James

The Mass Save Distributed Model for Energy Efficiency Financing: A Better Mechanism for Growing the Pie

Siemann, Michael

Disaggregation and Future Prediction of Monthly Residential Building Energy Use Data Using Localized Weather Data Network

Siong, Rita

Together, Are We Greater Than the Sum of Our Parts?

Sisson, Bill

How Private Sector Led Partnerships Can Drive Energy Efficiency Investment in Global Cities

Sit, Joseph

New Tool for Establishing Comprehensive Deep Energy Efficiency Retrofit Programs for the Multi-tenant Light Commercial Building Sector

Skala, Pete

Perspectives on Doubling Energy Efficiency in California

Skumatz, Lisa

Non-Energy Benefits/NEBs: Winning at Cost-Effectiveness Dominos: State Progress and TRMs

Sloop, Christopher

Disaggregation and Future Prediction of Monthly Residential Building Energy Use Data Using Localized Weather Data Network

Slovensky, Michelle

Creating an Energy Intelligent Campus: Data Integration Challenges and Solutions at a Large Research Campus

Smith, Brian Arthur

Is Behavioral Energy Efficiency and Demand Response Really Better Together?

Engaging Businesses in Behavior Change through a Multifaceted Marketing Campaign

Smith, Brian

Clearing the Path to Market Transformation in the Rapidly Evolving World of Residential Lighting

Smith, Isaac

Bridging the Gap between Direct Install and Whole House Programs

Smith, Jesse

Home Energy Reports and Program Rebates: A Quantitative Assessment of Customer Engagement

Residential Behavioral Program Persistence Effects in Pennsylvania

Smith, Patrick

Sustainable Buildings 2030: Creating an Effective Climate Change Program for Buildings

Smith, Paul

Smart Thermostats Lessons Learned

Smith, Scott

Market Development Programs: Addressing Market Barriers for Emerging Technologies through Scaled Deployments and Strategic Supply Chain Interventions

Snape, Richard

Closing the Feedback Loop: A Systems Approach to Supporting Community-Wide Behaviour Change in Non-Domestic Buildings

Snell, Essie

Navigating the Oncoming Storm: Opportunities and Challenges with Home Energy Management

Snell, John

Diving Deeper: Using Data to Potentiate Student Engagement in K-12 Behavior-Based Energy Conservation

Socks, Matthew

The Energy Efficiency Extra Value Menu: Streamlining Energy Efficiency Delivery

Somasundaram, Sriram

Evaluating the Maturity of Cybersecurity Programs for Building Control Systems

Sondhi, Rishi

Gaining EE Ground: How the Collective Knowledge of Vendors & Channel Partners Can Accelerate Your Successes

Are We There Yet? Upstream 2.0: The Future of Upstream Energy Efficiency Programs

Sparn, Bethany

Case Study on Long-Term Performance of Net-Zero Energy Home

Spilger, Alex

Solving the Energy Savings Puzzle in Commercial Buildings: Lease Structures and Core & Shell Development

Sprigings, Zoe

Turning Local Data into Global Action: Analysing Building Energy Data across Global Cities

Spurlock, Anna

Go for the Silver? Evidence from Several Field Studies Quantifying the Trade-off in Accuracy between Quasi-experimental vs Gold-standard RCT Evaluation Methods

Go for the Silver? Evidence from Several Field Studies Quantifying the Trade-off in Accuracy between Quasi-experimental vs Gold-standard RCT Evaluation Methods

Spurlock, C. Anna

Time Will Tell: Using Smart Meter Time Series Data to Derive Household Features and Explain Heterogeneity in Pricing Programs

Srinivasan, Ravi S.

Homogeneous Ensemble Model for Building Energy Prediction: A Case Study Using Ensemble Regression Tree

Srivastava, Malini

Pervasive Urban Energy Game: A Playful Way to Achieve City-Wide Energy Use Reductions

Staats, Wayne

Experimental Evaluation of a Residential Refrigerator with a Novel Rotating Heat Exchanger as an Evaporator

Stanton, Patricia

The National Energy Efficiency Registry

Staver, Benjamin

Impacts of Solar Power on Electricity Rates and Bills

Stebbins, Gabrielle

The Challenges of Comparing PV's Success to Efficiency

Steele-Mosey, Peter

M&V 2.0: Hype vs. Reality

Steigelmann, William

New and Improved Methods for Evaluating CHP Cost-Effectiveness

Stein, Jay

“Now I’m an Expert on the Customer”: Utility DSM and ET Departments Respond to Industry Disruption

Steinbock, Jason

What’s Left? How to Leverage Benchmarking to Find the Diamonds in the Rough

Stephens, Mark

Robotic Evaluation of Commercial Space Performance

Stern, Frank

New Tools for Data-Driven Portfolio Course-Correction Strategies

Stevens, Noel

Innovative Tools for Estimating Robust Non-Energy Impacts that Enhance the Cost-Effectiveness Testing and Marketing of Energy Efficiency Programs

Stewart, Arlene

Florida Energy Code Commercial Compliance Needs Assessment: The Start of an Energy Codes Circuit Rider Program

Stone, Nehemiah

A Codes and Standards Path to Achieving Zero Net Energy for Low-Rise Multifamily Buildings

Storm, Poppy

Measuring What Matters: A Methodology for Moving from Code Compliance to Code Evaluation

Building Performance Metrics as Policy Tools

Strahl, Jonathan

Beyond the Buzzwords: Making the Specific Case for Community Resilience Microgrids

Strecker, Cindy

Utility Program Cost Effectiveness of Variable Refrigerant Flow Systems

Strong, Nate

Gaining EE Ground: How the Collective Knowledge of Vendors & Channel Partners Can Accelerate Your Successes

Are We There Yet? Upstream 2.0: The Future of Upstream Energy Efficiency Programs

Strong, Richard

Sustainable Buildings 2030: Creating an Effective Climate Change Program for Buildings

Struthers, Neil

Community Scale Research-based Integrated Education Experience

Stuart, Daniel

Lessons Learned from a Zero Net Energy Production Builder Demonstration

Stuart, Elizabeth

How Energy Efficiency Programs Can Help Capture Efficiency in Residential Real Estate Transactions

Stuart, Graeme

Closing the Feedback Loop: A Systems Approach to Supporting Community-Wide Behaviour Change in Non-Domestic Buildings

Subramony, Gita

Roadmap to Distributed Generation: Innovative Tools for CHP Adoption

Sui, Di

Pilot Program with Two Focused Approaches to Enhance Energy Code Compliance

Sullens, Wes

Achieving High Satisfaction in High Performance Buildings

Sullivan, Gregory

Load Disaggregation Technologies: Real World and Laboratory Performance

Sutherland, Karen

Measured Performance of Ducted and Space-Coupled Heat Pump Water Heaters in a Cooling Dominated Climate

Measured Performance of Heat Pump Clothes Dryers

Evaluation of Mini-Split Heat Pumps as Supplemental and Full System Retrofits in a Hot-Humid Climate

Evaluation of the Space Heating and Cooling Saving of Smart Thermostats in a Hot-Humid Climate Using Long Term Data

From Energy Guzzler to Near Zero Energy Home: Lessons from the Phased Deep Retrofit Project

Swamy, Surya

Raiders of the Lost Potential: Understanding Energy Efficiency Potential Relative to Existing Conditions Baseline

Sweeney, Micah

Server Demand Response via Automated Hardware Management

Swift, Joseph

Triangulation vs. Strangulation: Applying Multimethod Impact Evaluation to Whole-House Retrofit Programs

Szum, Carolyn

Opportunities for Realizing Drastic Reductions in Building Sector Carbon Emissions through US-China Collaboration

T

T, Rajappa

Office-like Test Chambers to Measure Cool Roof Energy Savings in Four Indian Climates

Tabizon, Larry

Electricity/Water/Gas Multi-family Behavior Program to Engage Property Owners and Tenants through Benchmarking, Competition and Rewards

Tabor, Laura

Together, Are We Greater Than the Sum of Our Parts?

Tagnipes, Jeorge

Shedding a Cool New Light on a Heated Topic: Verifying Interactive Effects for Retail Lighting Retrofit Participants Using Monthly and AMI Bills

Tamble, Zack

Behind the Curtain: Characterization of Measure Technologies within Technical Reference Manuals

Tarantino, Sergio

Community Scale Research-based Integrated Education Experience

Tartaglia, Stu

Putting it All Together: Leveraging Codes and Standards to Accelerate Integration of Demand-Side Resources

Tartaglia, Stuart

A Plug Load and Lighting Model for ZNE Residential Buildings

A Codes and Standards Path to Achieving Zero Net Energy for Low-Rise Multifamily Buildings

Tatara, Eric

Agent Based Technology Adoption Model for Program Planning and Design

Taylor, Cody

Will The Measurement Robots Take Our Jobs? An Update on the State of Automated M&V for Energy Efficiency

A National Framework for Energy Audit Ordinances

A Common Definition for Zero Energy Buildings

Taylor, Russell

Smart Methods to Enable Direct Install Multi-system Retrofits in Small Commercial Grocery Stores

Taylor, Z. Todd

An Economic Feasibility Test for Residential Energy Efficiency Measures When First Costs Are Uncertain

Teichman, Kevin

Energy and Indoor Air Quality Benchmarking of the NIST Net-Zero Energy Residential Test Facility (NZERTF)

Tharp, Rusty

A Modest Approach to the (Equipment) Standards Conundrums: Separate Compliance from Installed Performance Descriptors

Thayer, David

Is Behavioral Energy Efficiency and Demand Response Really Better Together?

Thomas, Jacob

Residential Behavioral Program Persistence Effects in Pennsylvania

Thompson, Mike

Merging the Transition to Next Generation HVAC Refrigerant Technology with Effective Climate Policy

Thornton, Brian

Can High-Performance Equipment Lead to a Low-Performance Building?

Tilbury, Mike

How to Buy a Netzero Office

Titus, Elizabeth

Applying Gross Savings and Net Savings in an Integrated Policy Framework

Emerging Technologies: What Will Be the Cost of the Next Generation of Efficiency?

Tobian, Carol

Smart Methods to Enable Direct Install Multi-system Retrofits in Small Commercial Grocery Stores

Todd, Annika

Go for the Silver? Evidence from Several Field Studies Quantifying the Trade-off in Accuracy between Quasi-experimental vs Gold-standard RCT Evaluation Methods

Time Will Tell: Using Smart Meter Time Series Data to Derive Household Features and Explain Heterogeneity in Pricing Programs

Todd, Wendy

The Final Clean Power Plan and Energy Efficiency: A Look at the EM&V Guidance for 111(d) Compliance

Tolkin, Betty

How do Enhanced Code Requirements Influence Compliance and Building Efficiency? A Massachusetts Case Study

Tong, Xing

An Overview of the Success Story of Jiangsu Electric’s Residential Time of Use Program in China and Related Behavior Changes

Tonielli, Rick

Use of Data Analytics and Innovative Partnerships in Utility Retro-Commissioning Program Expansion

Torcellini, Paul

Analysis of Different Methods of Computing Source Energy

A Common Definition for Zero Energy Buildings

Trombley, Daniel

Too Cool for School: Engaging Students with Energy Efficiency

Tsui, Erin

New and Improved Methods for Evaluating CHP Cost-Effectiveness

Tu, Thomas

The International Database of Efficient Appliances (IDEA): A New Resource for Global Efficiency Policy

Tukur, Ahmed

Energy Savings from Robust Control of Static Pressure Based upon Zonal Occupancy for Multiple-Zone VAV Systems

Tumilowicz, Nick

Grid Integration of Zero Net Energy Communities

Turnbull, Peter

Lessons Learned from a Zero Net Energy Production Builder Demonstration

Tyler, Zachary

How do Enhanced Code Requirements Influence Compliance and Building Efficiency? A Massachusetts Case Study

U

Uchin, Marisa

What Will it Take for Customers to Adopt DER: A Case Study from NY REV

Uddenberg, Signo

Don’t Build It, Just Change Their Operations!

ZNE vs. Comfort: A Holistic Look at High-Performance

Positively Net Zero: Case Study of Performance Simulation and Hitting the Targets

Ullah, Tania

Energy and Indoor Air Quality Benchmarking of the NIST Net-Zero Energy Residential Test Facility (NZERTF)

Underhill, Ronald

Evaluating the Maturity of Cybersecurity Programs for Building Control Systems

Uraine, Christopher

Putting it All Together: Leveraging Codes and Standards to Accelerate Integration of Demand-Side Resources

Urbatsch, Eva

Dude, Where’s my Savings: An Investigation of Project Performance

Urigwe, Daniela

Water Use Efficiency and the Role for Energy Utilities

V

Vaillancourt, Kathleen

Achieving an Ultra Low Carbon Future: Technology and Policy Pathways to Meet Vermont's GHG Goals

Van Den Wymelenberg, Kevin

Simulation on Demand for Deep Energy Retrofits

Metered Energy Efficiency Transaction Structure in Ultra-Efficient New Construction: Pay-For-Performance at the Bullitt Center in Seattle, WA

Van Geet, Otto

From Zero Energy Buildings to Zero Energy Districts

Van Wie McGrory, Laura

Systems Efficiency Initiative: A Systems Approach to Commercial Building Energy Efficiency

Vandette, JJ

Sowing the Seeds of Savings: Lessons from Vermont's Work to Develop and Deploy New Savings Opportunities

Vasatka, Elizabeth

Boulder's Pathway to Sustainability Lies in Being Bolder

Vetromile, Julia

The Final Clean Power Plan and Energy Efficiency: A Look at the EM&V Guidance for 111(d) Compliance

Vicent, William

Establishing Feasibility of Residential Zero Net Energy Community Development: Learnings from California’s First ZNE Neighborhood

Grid Integration of Zero Net Energy Communities

Vigliotta, David

Using Nudges and Energy Benchmarking to Drive Behavior Change in Commercial, Institutional, and Multifamily Residential Buildings

Vincent, Julie-Ann

Influencing Smaller Markets: Can Residential Midstream and Upstream Incentive Models Succeed?

Violette, Daniel

Applying Gross Savings and Net Savings in an Integrated Policy Framework

Volker, Michael

Digging Deeper for Energy Savings: A Look at Successful Residential Financing Program Designs

Von Korff, Heidi

Field Evaluation of Long Term Performance of Energy-Efficient Homes

von Trapp, Kiersten

Back to the Future: Why Lighting Programs May Have Never Been More Important

Vossos, Vagelis

Direct Current as an Integrating Platform for ZNE Buildings with EVs and Storage: DC Direct Systems - A Bridge to Low Carbon Future???

Vu, Linh

A Road Map to Building Material Testing and Rating in Developing Countries

W

Wainstein, Isaac

Bring Me the Right Data! An In-Depth Look at What Data is Useful for the Utility of the Future

Walczyk, John

Ductless Mini-Split Heat Pump Systems: The Answers to Questions about Efficiency You Didn’t Know You Had

Interaction of Cold Weather Ductless Heat Pumps and Primary Fossil Systems

Exactly What is a Full Load Cooling Hour and Does Size Really Matter?

Walker, Danielle

The Energy Efficiency Identity Crisis: Finding Balance Between Resource Acquisition and Customer Service

Walker, Scott

Back to the Future: Why Lighting Programs May Have Never Been More Important

Wallace, Nancy

Commercial Mortgages: An Underutilized Channel for Scaling Energy Efficiency Investments?

Wallom, David

Shopping for Success: Numbers, Knowledge, Time & Energy

Walter, Travis

Beyond Widgets: System Incentive Programs for Utilities

Waltner, Meg

Does Zero Net Energy Mean Zero Net Carbon? Reevaluating California’s Time-Dependent Valuation Metric as the State Moves toward a Net Zero Code

Wang, Na

Quantify Behavior Driven Energy Savings for Hotels

Wang, Nora

Streamlining Building Efficiency Evaluation with DOE’s Asset Score Preview

Wang, Yaodong

A Life Cycle Approach to Sustainability Assessment on Community Energy Projects in the UK

Wang, Yueren

Homogeneous Ensemble Model for Building Energy Prediction: A Case Study Using Ensemble Regression Tree

Wang, Zeyu

Homogeneous Ensemble Model for Building Energy Prediction: A Case Study Using Ensemble Regression Tree

Wayland, Seth

(Multi-) Leveling Up Savings Estimates: Using Hierarchical Models to Optimize a Home Energy Report Program

Webb, Amanda

Green Building Certification and the Commercial Building Energy Consumption Survey (CBECS)

Weber, Robert

A Look Inside the Eye on the Wall: Sub-metering Data Analysis of the Nest Thermostat

Weigert, Karen

Using Nudges and Energy Benchmarking to Drive Behavior Change in Commercial, Institutional, and Multifamily Residential Buildings

Weiss, Jennifer

Energy Efficiency and the Clean Power Plan:  Options and Opportunities

Wemple, Melanie

Finding Efficiency Opportunities in Surprising Markets: Data, Targeting, and Messaging

West, Anne

Two Million LEDs and Counting: Experiences of the First Utility to Offer an LED-only Upstream Program

Westmoreland, Lauren

Florida Energy Code Commercial Compliance Needs Assessment: The Start of an Energy Codes Circuit Rider Program

Wetter, Michael

A Tale of Three District Energy Systems: Metrics and Future Opportunities

White, Andrew

Appraising Green: Show Me the Market Value

Wickes, Geoff

Baking from Scratch: How a Tiny EM&V Study Disrupted the Status Quo in Utility Program Design

A Look at the Extended Product Motor Labelling Initiatives for Fans

Widder, Sarah

Mind the Gap: Summary of Residential Window Retrofit Solutions

Capturing Energy Savings Opportunities for Pumps

Widén, Joakim

Electricity Self-Sufficiency and Primary Energy Use in a Swedish Residential Community, after Building Renovation and Implementation of Photovoltaics, Small-Scale CHP, and Electric Vehicles

Wikler, Greg

Raiders of the Lost Potential: Understanding Energy Efficiency Potential Relative to Existing Conditions Baseline

Wilcox, Bruce

Deep Energy Retrofits: Lessons Learned in the Central Valley Research Homes Project

Wilkins, Betsy

Developing an Appliance Standards Compliance Improvement Program

Williams, Alison

Capturing Energy Savings Opportunities for Pumps

Williams, Jeremy

Beyond Compliance: The DOE Residential Energy Code Field Study

Wilson-Wright, Lisa

Back to the Future: Why Lighting Programs May Have Never Been More Important

Witting, Tim

New and Improved Methods for Evaluating CHP Cost-Effectiveness

Witty, Sam

Roadmap to Distributed Generation: Innovative Tools for CHP Adoption

Wong, Brian

Connecting the Commercial Real Estate Market and Utilities: Achieving Energy Savings in Commercial Buildings

Wong, Henry

Server Demand Response via Automated Hardware Management

Wood, Lee

New Tools for Data-Driven Portfolio Course-Correction Strategies

Woods, Damon

Simulation on Demand for Deep Energy Retrofits

Woolley, Jonathan

Outside the Box: Climate Appropriate Hybrid Air Conditioning as a Paradigm Shift for Commercial Rooftop Packaged Units

Worth, Chad

Putting it All Together: Leveraging Codes and Standards to Accelerate Integration of Demand-Side Resources

Codes and Standards: A Path to Affordable Amenity and Customer Satisfaction

Wright, Melissa

The City Energy Project: A Model for Rapid Energy Efficiency Policy Change in Major U.S. Cities

X

Xiaoxiao, Feng

Sub Wet-Bulb Evaporative Chillers for Building Cooling Systems

Xie, Xiaoyun

Sub Wet-Bulb Evaporative Chillers for Building Cooling Systems

Xu, Feiyang

The International Database of Efficient Appliances (IDEA): A New Resource for Global Efficiency Policy

Y

YAN, Da

The Rebound Effect in District Cooling Systems: Analysis Based on Case Studies and Surveys in China

Yancey, Richard

Jump-starting Passive House in New York City and Beyond

Yin, Rongxin

Comparison of Actual Costs to Integrate Commercial Buildings with the Grid Flexibility Programs

York, Dan

The Role of Electric Utility Energy Efficiency Programs in Building Community Resilience

Young, Amberli

Putting Building Energy Benchmarking Data into Action

Young, Daniel

A Plug Load and Lighting Model for ZNE Residential Buildings

Young, Jim

Smart Technologies and Connected Products: Early Adopter Toys or Gateways to Energy Savings?

ZNE Simulation Study: Homes with Mixed Fuel vs. Electric Only

Yu, Sha

A Road Map to Building Material Testing and Rating in Developing Countries

Z

Zawadzki, Pawel

Better Understanding Customers: Developing SMB DNA to Improve Customer Interactions and Catalyze Positive Behavior Changes

Personalized Energy Efficiency Program Targeting with Association Rule Mining

Zaweski, Daniel

Targeting Small Businesses: The Search for 80/20 in the 20/80 World

Zeifman, Michael

Residential Remote Audits: Estimation of Building Thermal Parameters Using Interval Energy Consumption Data

Zhang, Hui

Well-connected Microzones for Increased Building Efficiency and Occupant Comfort

Zhang, Jian

Energy Cost Impact of Non-Residential Energy Code Requirements

Potential Energy Cost Savings from Increased Commercial Energy Code Compliance

Developing Commercial Code Precalculated Packages

Zhang, Yanda

Residential Compact Domestic Hot Water Distribution Design: Balancing Energy Savings, Water Savings, and Architectural Flexibility

Codes and Standards Climate Strategy

Zhao, Jie

Quantify Behavior Driven Energy Savings for Hotels

Zhao, Peng

Getting into the Zone: How the Internet of Things can Improve Energy Efficiency and Demand Response in a Commercial Building

Zhao, Penn

Replicable and Scalable Near-Zero Energy Retrofits for Low-Income Multifamily Housing: An Update

Zheng, Lingwei

Towards the Optimal Development of Low-Carbon Community Energy Systems

Zheng, Xinye

Electricity Demand in Chinese Households: Findings from China Residential Energy Consumption Survey

Zhou, Kai

Targeting Small Businesses: The Search for 80/20 in the 20/80 World

Zhou, Nan

Impacts of China’s 2010 to 2013 Mandatory Product Efficiency Standards: A Retrospective and Prospective Look

Opportunities for Realizing Drastic Reductions in Building Sector Carbon Emissions through US-China Collaboration

Policy Roadmap to 50% Energy Reduction in Chinese Buildings by 2050

Estimating China’s Urban Energy Demand and CO2 Emissions: A Bottom-Up Modeling Perspective

Towards the Optimal Development of Low-Carbon Community Energy Systems

ZHOU, Xin

The Rebound Effect in District Cooling Systems: Analysis Based on Case Studies and Surveys in China

ZHU, Andong

The Rebound Effect in District Cooling Systems: Analysis Based on Case Studies and Surveys in China

Zhu, Cindy

Appraising Green: Show Me the Market Value

Zobrist, Derek

Testing for and Determining the Prevalence of Crossover in Multifamily Central Domestic Hot Water Systems

Zook, Christine

Regulatory Update: Regulatory Regimes and Effective Energy Efficiency Programs

Zullo, Lauren

Putting Building Energy Benchmarking Data into Action