I. Introduction
In recent years, increased usage of appliances such as air-conditioning and heating systems, lighting systems and entertainment systems has led to dramatic growth of electricity consumptions in residential and commercial buildings. Most of the electricity is generated by using fossil fuels which contribute to global warning. Energy consumption in the household has been growing in aggregate over time and there is a need to reduce electricity consumption to preserve natural resources. With increasing effect on global warming, energy conversation is one of the main objective of this generation to reduce the further negative impact on the environment.