Wai Tong Chor

1. Introduction Optimizing energy management in residential settings necessitates understanding how appliances behave under varying electrical conditions. Residential appliances can be categorized as constant impedance, constant current, or constant power devices, each with distinct energy consumption characteristics [1]. For instance, constant impedance devices have straightforward consumption patterns, while constant power appliances enable consistent efficiency improvements.