DocumentCode :
719652
Title :
An analysis of economic load dispatch with ramp-rate limit constraints using different algorithms
Author :
Dasgupta, Koustav ; Banerjee, Sumit ; Chanda, Chandan Kumar
Author_Institution :
Electr. Eng. Dept., Dumkal Inst. of Eng. & Technol., Murshidabad, India
fYear :
2015
fDate :
28-30 May 2015
Firstpage :
232
Lastpage :
236
Abstract :
The economic load dispatch (ELD) plays an important role in power system operation and control. Different techniques have been used to solve these problems. Recently, the soft computing techniques have widely used in practical applications. This paper shows successful implementation of four evolutionary algorithms, namely particle swarm optimization (PSO), particle swarm optimization with constriction factor approach (PSOCFA), particle swarm optimization with inertia weight factor approach (PSOIWA) and particle swarm optimization with constriction factor and inertia weight factor approach (PSOCFIWA) algorithms. Here ramp-rate limit constraints are considered to solve this problem. Here three cases have been considered. Four algorithms have been applied for each case. Optimum fuel cost is taken from each algorithm is compared for each cases (Case study I, II and III).
Keywords :
evolutionary computation; load dispatching; particle swarm optimisation; power system economics; ELD; PSOCFA; PSOCFIWA; constriction factor approach; economic load dispatch; evolutionary algorithms; inertia weight factor approach; particle swarm optimization; power system operation; ramp-rate limit constraints; soft computing techniques; Particle swarm optimization; Phase locked loops; Economic Load Dispatch; PSO; PSOCFA; PSOCFIWA; PSOIWA; Ramp-rate limit;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Instrumentation and Control (ICIC), 2015 International Conference on
Conference_Location :
Pune
Type :
conf
DOI :
10.1109/IIC.2015.7150744
Filename :
7150744
Link To Document :
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