Economic load dispatch solution by improved harmony search with wavelet mutation. (14th July 2011)

• Record Type: Journal Article
• Authors: Pandi, V. Ravikumar; Panigrahi, B.K.; Mohapatra, Ankita; Mallick, Manas Kumar
• Is Part Of: International journal of computational science and engineering. Volume 6:Number 1/2(2011)
• Page Start: 122
• Page End: 131
• Publication Date: 2011-07-14
• Subjects: harmony search -- wavelet mutation -- economic load dispatch -- ELD: prohibited operating zones -- power balance -- ramp rate limits -- transmission loss -- valve point loading -- evolutionary algorithms -- optimisation -- metaheuristics; Computer science -- Mathematics -- Periodicals; Computer simulation -- Mathematical aspects -- Periodicals; Computational intelligence -- Periodicals; 004.015105
• Languages: English
• ISSNs: 1742-7185

Abstract

This paper presents a new evolutionary optimisation algorithm to solve economic load dispatch (ELD) problem with operational constraints using the improved harmony search algorithm. Harmony search algorithm is a recently developed derivative-free, meta-heuristic optimisation algorithm, which draws inspiration from the musical process of searching for a perfect state of harmony. In this paper we replace the random selection process in the classical harmony search method by wavelet theory based mutation process to improve the performance of the algorithm. The proposed methodology easily takes care of solving non-convex ELD problems along with different constraints like power balance, ramp rate limits of the generators and prohibited operating zones. Simulations were performed over various standard test systems with different number of generating units and a comparative study is carried out with other existing relevant approaches. The results obtained reveal the robustness and ability of the proposed methodology over other existing techniques.