Title :
An application of Differential Evolution technique on unit commitment problem using Priority List approach
Author :
Govardhan, Manisha ; Roy, Ranjit
Abstract :
This paper solves Unit commitment (UC) problem using Priority List (PL) method based on maximum power rating of the generating unit while satisfying all the constraints over a period of time. Two novel optimization techniques, namely Particle Swarm Optimization (PSO) and Differential Evolution (DE) are implemented to deal with UC problem and to attain minimum operating cost by proper scheduling of the generating units. The results are compared by considering 10 and 20 units test system over a 24 hour scheduling period. It is found that the results achieved by applying Differential evolution (DE) algorithm are better compared to Particle Swarm Optimization.
Keywords :
particle swarm optimisation; power generation dispatch; power generation scheduling; differential evolution; generating units; maximum power rating; particle swarm optimization; priority list approach; scheduling; unit commitment problem; Conferences; Fuels; Optimization; Particle swarm optimization; Power generation; Sociology; Vectors; Differential Evolution (DE); Particle Swarm Optimization (PSO); Priority List (PL); Unit commitment (UC);
Conference_Titel :
Power and Energy (PECon), 2012 IEEE International Conference on
Conference_Location :
Kota Kinabalu
Print_ISBN :
978-1-4673-5017-4
DOI :
10.1109/PECon.2012.6450338