A Data-Driven Machine Learning Approach for Consumer Modeling with Load Disaggregation

A. Khaled Zarabie, Sanjoy Das, Hongyu Wu

While non-parametric models, such as neural networks, are sufficient in the load forecasting, separate estimates of fixed and shiftable loads are beneficial to a wide range of appl…