Title :
An new hybrid algorithm to solve non convex economic load dispatch problem
Author :
Vanitha, M. ; Thanushkodi, K.
Author_Institution :
Dept. of Electr. & Electron. Eng., Coimbatore Inst. of Eng. & Technol., Coimbatore, India
Abstract :
The economic load dispatch (ELD) is an important optimization task to decide the generation schedule to overcome the increasing demand in the current scenario. In ELD the thermal generating units are to be allocated efficiently to reduce the fuel cost of operation in power system. This paper explains a new optimization technique Efficient Hybrid Simulated Annealing Algorithm (EHSA) for both convex and non convex ELD problem. The mutation operator of Differential evolution is used in particle swarm optimization to improve its performance and it is hybridized with simulated annealing to get EHSA technique. The proposed methodology is implemented for economic dispatch problem by considering the constraints such as generator constraints, transmission loss, ramp rate limits and prohibited operating zones. This method is experimented on a 6 units test system to get an optimized result. By using this optimization algorithm we obtain a minimum operating cost with minimum transmission loss and better convergence speed.
Keywords :
concave programming; convex programming; evolutionary computation; particle swarm optimisation; power generation dispatch; power generation economics; power generation scheduling; simulated annealing; thermal power stations; EHSA technique; convex ELD problem; differential evolution mutation operator; efficient hybrid simulated annealing algorithm; fuel cost; generator constraints; minimum transmission loss; nonconvex economic load dispatch problem; optimization technique; particle swarm optimization; power system; prohibited operating zones; ramp rate limits; thermal generating units; transmission loss; Algorithm design and analysis; Convergence; Economics; Generators; Optimization; Particle swarm optimization; Propagation losses; Differential Evolution; Economic Load Dispatch; Particle Swarm Optimization; Simulated Annealing;
Conference_Titel :
Industrial and Information Systems (ICIIS), 2012 7th IEEE International Conference on
Conference_Location :
Chennai
Print_ISBN :
978-1-4673-2603-2
DOI :
10.1109/ICIInfS.2012.6304837