In our modern era, electrical energy has become an essential part of our daily lives, as everyone relies on electrical appliances to meet their household and professional needs. However, increased electrical consumption leads to significantly higher electricity bills, in addition to a negative impact on the environment. Therefore, the search for solutions to save energy has become an urgent necessity, both from an economic and environmental perspective.