Data-Driven Building Load Profiling and Energy Management

•A systematic process of using smart metering data to quantify building daily load profiles.•Prediction models of load profiles are trained from historical energy consumption and environment data.•Anomaly energy consumption is detected by control chart technology.•Case studies are done by installing intelligent energy management system in real-world commercial buildings.