Power and Energy Commons^™

Peak Reduction And Long Term Load Forecasting For Large Residential Communities Including Smart Homes With Energy Storage, Huangjie Gong, Vandana Rallabandi, Michael L. Mcintyre, Eklas Hossain, Dan M. Ionel

Power and Energy Institute of Kentucky Faculty Publications

Domestic load profiles in the residential sectors are being modified with the adoption of smart home management systems and solar generation. In addition, houses with rooftop PV behave like local generators, contributing to the growth of the penetration of PV energy. Hence, the demand for power is declining day by day. However, the increasing PV penetration causes technical challenges for the power system, such as the “duck curve”. This can be addressed through home energy management (HEM) techniques including peak shaving, load shifting with smart home devices. In this regard, electric water heaters (EWH), with high thermal mass and being …