Spillover as a cause of bias in baseline evaluation methods for demand response programs
. "Spillover as a cause of bias in baseline evaluation methods for demand response programs." Applied Energy 250 (2019) 344 - 357.
Energy & Data Behavior Analytics
Exploratory analysis of high-resolution power interruption data reveals spatial and temporal heterogeneity in electric grid reliability
. "Exploratory analysis of high-resolution power interruption data reveals spatial and temporal heterogeneity in electric grid reliability." Energy Policy 129 (2019) 206 - 214.
Evaluating the Effects of Missing Values and Mixed Data Types on Social Sequence Clustering Using t-SNE Visualization
. "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.
Load Shape Clustering Using Residential Smart Meter Data: a Technical Memorandum
Data quality challenges with missing values and mixed types in joint sequence analysis
. "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). Boston, MA, USA: IEEE, 2017.
Time Will Tell: Using Smart Meter Time Series Data to Derive Household Features and Explain Heter ogeneity in Pricing Programs
. "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.
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
. "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.
Evaluating the Performance of the IEEE Standard 1366 Method for Identifying Major Event Days View Document
. "Evaluating the Performance of the IEEE Standard 1366 Method for Identifying Major Event Days View Document." IEEE Transactions on Power Systems 32.2 (2016). LBNL-1006405.
Experiences of Vulnerable Residential Customer Subpopulations with Critical Peak Pricing
