Sanjoy Das

Energy Consumer Model Estimation Using Machine Learning

A novel utility model of the daily electricity consumption patterns of any residential unit is proposed. The model is semi-parametric—its internal parameters are tractable to straightforward interpretations from the standpoints of microeconomics as well as game theory. The model...