Two approaches for synthesizing scalable residential energy consumption data

Xiufeng Liu, Nadeem Iftikhar, Huan Huo, Rongling Li, Per Sieverts Nielsen

Abstract: Highlights•Regression- and probability-based energy consumption simulation methods.•Scalable residential energy consumption time series generation.•Fine-grained consumption data generator for simulation.•Residential consumption data modeling.