Energy & Data Behavior Analytics

Patel, Siddharth, Sam Borgeson, Ram Rajagopal, C Anna Spurlock, Ling Jin, and Annika Todd-Blick. "Time Will Tell: Using Smart Meter Time Series Data to Derive Household Features and Explain Heter ogeneity in Pricing Programs." 2016 ACEEE Summer Study on Energy Efficiency in Buildings 2016.

Spurlock, C Anna, Peter Cappers, Ling Jin, Annika Todd-Blick, and Patrick Baylis. "Go for the Silver? Evidence from field studies quantifying the difference in evaluation results between “gold standard” randomized controlled trial methods versus quasi-experimental methods." 2016 ACEEE Summer Study on Energy Efficiency in Buildings 2016.

Huang, Sen, Wangda Zuo, and Michael D Sohn. "Amelioration of the cooling load based chiller sequencing control." Applied Energy 168 (2016) 204–215.

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Walter, Travis, and Michael D Sohn. "A regression-based approach to estimating retrofit savings using the Building Performance Database." Applied Energy 179 (2016) 996–1005.

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Smith, Sarah Josephine, Max Wei, and Michael D Sohn. "A retrospective analysis of compact fluorescent lamp experience curves and their correlations to deployment programs." Energy Policy 98 (2016) 505–512.

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Wei, Max, Sarah Josephine Smith, and Michael D Sohn. "Experience curve development and cost reduction disaggregation for fuel cell markets in Japan and the US." Applied Energy 191 (2017) 346–357.

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Jin, Ling, Doris Lee, Alex Sim, Sam Borgeson, Kesheng Wu, C Anna Spurlock, and Annika Todd-Blick. "Comparison of Clustering Techniques for Residential Energy Behavior using Smart Meter Data." AAAI Workshops - Artificial Intelligence for Smart Grids and Buildings, March 2017. San Francisco, CA , 2017.

Eto, Joseph H, Kristina Hamachi LaCommare, Michael D Sohn, and Heidemarie C Caswell. "Evaluating the Performance of the IEEE Standard 1366 Method for Identifying Major Event Days View Document." IEEE Transactions on Power Systems 32.2 (2016).

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Cappers, Peter, C Anna Spurlock, Annika Todd-Blick, and Ling Jin. Experiences of Vulnerable Residential Customer Subpopulations with Critical Peak Pricing. 2016.

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Berger, Michael A, Liesel Hans, Kate Piscopo, and Michael D Sohn. Exploring the Energy Benefits of Advanced Water Metering. 2016.

Morrow, William R, III, Arman Shehabi, and Sarah Josephine Smith. Lifecycle Industry GreenHouse gas, Technology and Energy through the Use Phase (LIGHTEnUP) – Analysis Tool User’s Guide. 2016.

Granderson, Jessica, Samir Touzani, Claudine Y Custodio, Michael D Sohn, David A Jump, and Samuel Fernandes. "Accuracy of Automated Measurement and Verification (M&V) Techniques for Energy Savings in Commercial Buildings." Applied Energy 173 (2016) 296–308.

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Touzani, Samir, Claudine Y Custodio, Michael D Sohn, Samuel Fernandes, Jessica Granderson, David A Jump, and Cody Taylor. "M & V Shootout: Setting the Stage For Testing the Performance of New Energy Baseline." 2015 International Energy Program Evaluation Conference. Long Beach, CA, 2015.

Granderson, Jessica, Phillip N Price, David A Jump, Nathan J Addy, and Michael D Sohn. "Automated Measurement and Verification: Performance of Public Domain Whole-Building Electric Baseline Models." Applied Energy 144 (2015) 106–113.

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Granderson, Jessica, Samir Touzani, Claudine Y Custodio, Michael D Sohn, Samuel Fernandes, and David A Jump. Assessment of Automated Measurement and Verification (M&V) Methods. Berkeley: LBNL, 2015.

Wei, Max, Sarah Josephine Smith, and Michael D Sohn. "Non-Constant Learning Rates in Retrospective Experience Curve Analyses and their Correlation to Deployment Programs." Energy Policy 107 (2015) 356–369.

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Smith, Sarah Josephine, Max Wei, and Michael D Sohn. Retrospective North American CFL Experience Curve Analysis and Correlation to Deployment Programs. 2015.

Donovan, Sally M, Scott J Young, and Jeffery B Greenblatt. Ice-Making in the U.S.: Results from an Amazon Mechanical Turk Survey. 2015.

Shih, Chung Yan, Corinne D Scown, Lucio Soibelman, H Scott Matthews, James H Garrett, Keith Dodrill, and Sandra McSurdy. "Data Management for Geospatial Vulnerability Assessment of Interdependencies in U.S. Power Generation." Journal of Infrastructure Systems 15.3 (2009) 179–189.

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Yang, Hung-Chia, Sally M Donovan, Scott J Young, Jeffery B Greenblatt, and Louis-Benoit Desroches. "Assessment of household appliance surveys collected with Amazon Mechanical Turk." Energy Efficiency (2015).

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