DocumentCode :
609423
Title :
Implementation of particle swarm optimization for dynamic economic load dispatch problem
Author :
Farheen, F. ; Ansari, M.A. ; Kardam, N.
Author_Institution :
Sch. of Eng., Gautam Buddha Univ., Noida, India
fYear :
2013
fDate :
10-12 April 2013
Firstpage :
1273
Lastpage :
1278
Abstract :
The economic operation of the generating systems has always occupied an important position in the electric power industry. It is one of the complex problems of the power system. The aim of the dynamic economic load dispatch problem is to find the optimal combination of generators in order to minimize the operating costs of the system. The load demand must be appropriately shared among the various generating units of the system. This work is done by using the particle swarm optimization (PSO) algorithm. PSO is applied to search for the optimal schedule of all the generator units that can supply the required load demand at minimum fuel cost while satisfying all system constraints such as Generator constraints, Ramp rate limits, Transmission losses and valve point effect. The PSO method was developed through the simulation of a simplified social system. The simulations were performed over various test systems with 5 generation units. So by using PSO we have done the dynamic economic load dispatch thereby reducing the operating costs of the system.
Keywords :
demand side management; particle swarm optimisation; power generation dispatch; PSO algorithm; dynamic economic load dispatch problem; electric power industry; fuel cost; generator constraint; load demand; particle swarm optimization; ramp rate limit; transmission loss; valve point effect; Economics; Equations; Generators; Particle swarm optimization; Power system dynamics; Propagation losses; Dynamic economic load dispatch; Particle swarm optimization; generator constraints; ramp-rate limits; valve point effect;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Energy Efficient Technologies for Sustainability (ICEETS), 2013 International Conference on
Conference_Location :
Nagercoil
Print_ISBN :
978-1-4673-6149-1
Type :
conf
DOI :
10.1109/ICEETS.2013.6533570
Filename :
6533570
Link To Document :
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