During the extremely hot weather or sudden transient heat waves, air-conditioning systems are the most common energy consumers in the different residential, commercial, industrial, and administrative buildings especially in the tropical regions. Therefore, the economic operation of the cooling systems such as chiller plants will be an effective way to mitigate total electricity requirements of central air-conditioners.