Title :
Solution to economic dispatch problem with valve-point loading effect using IPSO algorithm
Author :
Khaleghi, Sadegh ; Moghaddam, Reihane Kardehi ; Mousavi, Amir Ebrahimi ; Ghahremani, Elnaz
Author_Institution :
Dept. of Electr. Eng., Islamic Azad Univ., Mashhad, Iran
Abstract :
This paper involves a novel application of the improved particle swarm optimization (IPSO) in an economic dispatch problem (EDP) that consists influence of valve-point loading, power balance, and generators constraints. This method is able to improve the best value of the cost function with a slight increase in the average time trials. This procedure is suitable for solving large-scale and complex economic dispatch problems. In this report, IPSO algorithm is tested on three systems and experimental results are compared with other efficient methods. Simulation results demonstrate the efficiency of proposed algorithms for solving economic dispatching problems.
Keywords :
dispatching; particle swarm optimisation; power system economics; IPSO; economic dispatch problem; generators constraints; improved particle swarm optimization; power balance; valve-point loading; Algorithm design and analysis; Convergence; Cost function; Economics; Linear programming; Loading; Economic dispatch; IPSO; Optimization; Valve point loading;
Conference_Titel :
Technology, Communication and Knowledge (ICTCK), 2014 International Congress on
Conference_Location :
Mashhad
DOI :
10.1109/ICTCK.2014.7033507