Publications: Energy & Data Behavior Analytics
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2019
Todd-Blick, Annika, Peter Cappers, C Anna Spurlock, and Ling Jin."Spillover as a cause of bias in baseline evaluation methods for demand response programs."Applied Energy
250 (2019) 344 - 357. DOI
Lazar, Alina, Ling Jin, C Anna Spurlock, Kesheng Wu, Alex Sim, and Annika Todd-Blick."Evaluating the Effects of Missing Values and Mixed Data Types on Social Sequence Clustering Using t-SNE Visualization."Journal of Data and Information Quality
11.2 (2019) 1 - 22. DOI
Dunn, Laurel N, Michael D Sohn, Kristina Hamachi LaCommare, and Joseph H Eto."Exploratory analysis of high-resolution power interruption data reveals spatial and temporal heterogeneity in electric grid reliability."Energy Policy
129 (2019) 206 - 214. DOI
2017
Lazar, Alina, Ling Jin, C Anna Spurlock, Annika Todd-Blick, Kesheng Wu, and Alex Sim."Data quality challenges with missing values and mixed types in joint sequence analysis."2017 IEEE International Conference on Big Data (Big Data)2017 IEEE International Conference on Big Data (Big Data)
(2017). DOI
2016
Cappers, Peter, C Anna Spurlock, Annika Todd-Blick, and Ling Jin."Experiences of Vulnerable Residential Customer Subpopulations with Critical Peak Pricing."
(2016).
Jin, Ling, C Anna Spurlock, Sam Borgeson, Daniel Fredman, Liesel Hans, Siddharth Patel, and Annika Todd-Blick."Load Shape Clustering Using Residential Smart Meter Data: a Technical Memorandum."
(2016).
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). DOI
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).
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).