DocumentCode :
2850648
Title :
Generation Pattern Search for Different Kinds of Economic Load Dispatch
Author :
Dhillon, Jaspal Singh ; Dhillon, Jaspal Singh ; Kothari, D.P.
Author_Institution :
G.Z.S. Coll. of Eng. & Technol., Bathinda
fYear :
2007
fDate :
10-12 Oct. 2007
Firstpage :
250
Lastpage :
255
Abstract :
The binary successive approximation (BSA) based evolutionary search strategy has been proposed to solve economic load dispatch (ELD) problem by searching the generation pattern of committed units. Inequality constraints are taken care during search of generation pattern. To meet the demand, a slack generator is introduced to compensate the perturbation of unmet load during the search. Performance of the algorithm is investigated on ELD problems of different size and complexity having non-convex cost curves where conventional gradient based methods are inapplicable. This technique has emerged as the useful optimization tool for handling network losses, ramp rate limits, and prohibited zone avoidance into account to determine the global optimal dispatch solution. The method is applied on various test systems and better results are achieved in comparison to the existing techniques.
Keywords :
approximation theory; evolutionary computation; load dispatching; power generation dispatch; power generation economics; search problems; binary successive approximation; economic load dispatch; evolutionary search strategy; generation pattern search; global optimal dispatch solution; network losses; nonconvex cost curves; optimization tool; prohibited zone avoidance; ramp rate limits; unmet load perturbation; Cost function; Fuel economy; Large-scale systems; Optimization methods; Power engineering and energy; Power generation; Power generation economics; Power system economics; Shape; Valves; Binary Successive approximation; Economic Load Dispatch; Evolutionary Search; Prohibited operating zones; Ramp Rate; Valve point loading;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Engineering, 2007 Large Engineering Systems Conference on
Conference_Location :
Montreal, Que.
Print_ISBN :
978-1-4244-1583-0
Electronic_ISBN :
978-1-4244-1583-0
Type :
conf
DOI :
10.1109/LESCPE.2007.4437387
Filename :
4437387
Link To Document :
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