Research Article
Economic Load Dispatch in Power System using Genetic Algorithm
|
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
|
| Volume 67 - Issue 7 |
| Published: April 2013 |
| Authors: Bishnu Sahu, Avipsa Lall, Soumya Das, T. Manoj Kumar Patra |
10.5120/11407-6727
|
Bishnu Sahu, Avipsa Lall, Soumya Das, T. Manoj Kumar Patra . Economic Load Dispatch in Power System using Genetic Algorithm. International Journal of Computer Applications. 67, 7 (April 2013), 17-22. DOI=10.5120/11407-6727
@article{ 10.5120/11407-6727,
author = { Bishnu Sahu,Avipsa Lall,Soumya Das,T. Manoj Kumar Patra },
title = { Economic Load Dispatch in Power System using Genetic Algorithm },
journal = { International Journal of Computer Applications },
year = { 2013 },
volume = { 67 },
number = { 7 },
pages = { 17-22 },
doi = { 10.5120/11407-6727 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2013
%A Bishnu Sahu
%A Avipsa Lall
%A Soumya Das
%A T. Manoj Kumar Patra
%T Economic Load Dispatch in Power System using Genetic Algorithm%T
%J International Journal of Computer Applications
%V 67
%N 7
%P 17-22
%R 10.5120/11407-6727
%I Foundation of Computer Science (FCS), NY, USA
Abstract
Evolutionary algorithms are becoming an important aspect of artificial intelligence and are successfully applied to a variety of optimization problems. This paper presents genetic algorithm and quadratic programming concepts in solving economic load dispatch in which the total cost of generating power is minimized with a valve point loading effect while satisfying the load demand irrespective of transmission line losses. This work aims in modeling the economic load dispatch problem with transmission loss and is being applied to the test systems i. e. IEEE 14 BUS and IEEE 30 BUS using MATLAB.
References
- Wood A. J. and Wollenberg B. F. , "Power generation, operation and control", John Wiley & Sons, New York. 1984.
- B. H. Chowdhury and S. Rahman, "A review of recent advances in economic dispatch," IEEE Transactions on Power Systems, vol. 5, no. 4, pp. 1248-1259, November 1990.
- Sinha Nidul, Chakrabarthi R. and Chattopadhyay P. K. . "Evolutionary programming techniques for economic load dispatch", IEEE Transactions on evolutionary computation, Vol. 7, pp. 83 – 94, 2003
- H. W. Dommel, "Optimal power dispatch", IEEE Transactions on Power Apparatus and Systems, PAS93 No. 3, pp. 820–830, 1974.
- C. O. Alsac, J. Bright, M. Paris, and Stott, "Developments in LP -based optimal power flow, IEEE Transaction of Power Systems", Vol. 5 No. 3, pp. 697–711, 1990.
- J. Nanda, D. P. Kothari, S. C. Srivastava, "New optimal power-dispatch algorithm using fletcher's quadratic programming method", IEE Proceedings, Vol. 136 No. 3, pp. 153–161, 1989.
- A. Jiang and S. Ertem, "Economic dispatch with non-monotonically increasing incremental cost units and transmission system losses",IEEE Transactions on Power Systems, vol. 10, no. 2, pp. 891-897, May 1995.
- H. T. Yang, P. C. Yang and C. L. Huang, "Evolutionary Programming Based Economic Dispatch For Units With Non -smooth Fuel Cost Functions," IEEE Transactions on Power Systems, Vol. 11, No. 1, pp. 112-118, 1996.
- T. Jayabarathi, G. Sadasivam and V. Ramachandran, "Evolutionary programming based economic dispatch of generators with prohibited operating zones," Electric Power Systems Research, Vol. 52, No. 3, pp. 261-266, 1999.
- D. E. Goldberg, "Genetic Algorithms in Search, Optimization and Machine Learning". Addison-Wesley, 1989.
- H. H. Happ, "Optimal power dispatch-A comprehensive survey", IEEE Trans. Power Apparat. Syst. ,vol. PAS-90, pp. 841-854, 1977.
- B. H. Chowdhury and Rahman, "Recent advances in economic dispatch", IEEE Trans. Power Syst. , no. 5, pp. 1248-1259, 1990.
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