Abstract Load identification is an essential step in Non-Intrusive Load Monitoring (NILM). a process of estimating the power consumption of individual appliances using only whole-house aggregate consumption. Such estimates can help consumers and utility companies improve load management and save power. Current state-of-the-art methods for load identification generally use either stead... https://www.houseandholders.shop/product-category/table-light/