By virtue of the steady societal shift to use smart technologies built on increasingly popular grid framework, we have noticed an increase in need analyze household electricity consumption at individual level. In order work efficiently, these rely load forecasting optimize operations that are related energy (such as appliance scheduling). This paper proposes a novel method utilizes clustering s...