A novel direct search approach for combined heat and power dispatch

► An improved direct search method for the CHD dispatch problem is proposed. ► A penalty function technique is developed to dispatch heat and power concurrently. ► Solution improvement by using a successive refinement search technique. ► Better results in terms of objective values are obtained.