CFP last date
20 January 2025
Call for Paper
February Edition
IJCA solicits high quality original research papers for the upcoming February edition of the journal. The last date of research paper submission is 20 January 2025

Submit your paper
Know more
The week's pick
Responsive image
SFLA-Based Line Balancing and Task Optimization in Master-Slave Controlled Hanger Transportation Systems for Garment Production

Duc Hoang Nguyen
Random Articles
Reseach Article

Non-convex Economic Dispatch with Heuristic Load Patterns using Harmony Search Algorithm

by R. Arul, Dr. G. Ravi, Dr. S. Velusami
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 16 - Number 1
Year of Publication: 2011
Authors: R. Arul, Dr. G. Ravi, Dr. S. Velusami
10.5120/1976-2650

R. Arul, Dr. G. Ravi, Dr. S. Velusami . Non-convex Economic Dispatch with Heuristic Load Patterns using Harmony Search Algorithm. International Journal of Computer Applications. 16, 1 ( February 2011), 26-33. DOI=10.5120/1976-2650

@article{ 10.5120/1976-2650,
author = { R. Arul, Dr. G. Ravi, Dr. S. Velusami },
title = { Non-convex Economic Dispatch with Heuristic Load Patterns using Harmony Search Algorithm },
journal = { International Journal of Computer Applications },
issue_date = { February 2011 },
volume = { 16 },
number = { 1 },
month = { February },
year = { 2011 },
issn = { 0975-8887 },
pages = { 26-33 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume16/number1/1976-2650/ },
doi = { 10.5120/1976-2650 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:03:45.420752+05:30
%A R. Arul
%A Dr. G. Ravi
%A Dr. S. Velusami
%T Non-convex Economic Dispatch with Heuristic Load Patterns using Harmony Search Algorithm
%J International Journal of Computer Applications
%@ 0975-8887
%V 16
%N 1
%P 26-33
%D 2011
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper presents an attempt to explore the applicability of harmony search algorithm (HSA) to solve extremely challenging non-convex economic load dispatch (ELD) problem with transmission losses involving variations of consumer load patterns. The efficiency of the proposed approach HSA has been tested successfully on the standard 6-bus system, IEEE-14 bus system, and the IEEE-30 bus system with several heuristic load patterns. The results of this study reveals that the proposed approach is able to find appreciable economical load dispatch solutions than the improved fast evolutionary program (IFEP) and particle swarm optimization (PSO). Besides this, the transmission line losses also considerably reduced and the computation time is reasonably even in all test cases and less when compared to other methods.

References
  1. D. C. Walter, and G. B. Sheble, “Genetic algorithm solution of economic dispatch with valve point loading, ”IEEE Trans. Power Systems, vol.8, no.3, pp.1325–1331, Aug1993.
  2. K. P. Wong, and C. C. Fung, “Simulated annealing based economic dispatch algorithm,” IEE Proc. Part C, vol. 140, no.6, pp. 544–550, 1993.
  3. N.Sinha, R. Chakrabarti, and P. K. Chattopadhyay, “Evolutionary programming techniques for economic load dispatch, ” IEEE Transactions on Evolutionary Computation, vol.3, no.7, pp. 83–94, Feb2003.
  4. N.Sinha, R.Chakrabarti, and P.K. Chattopadhyay, “Fast evolutionary programming techniques for short term hydro thermal scheduling, ”Elect Power Syst Res, vol.6, no.2, pp 97– 103, August2003.
  5. K. P. Wong, and Y. W. Wong, “Thermal generator scheduling using hybrid genetic / simulated annealing approach, ” IEE Proc., Part C, vol.142, no.4, pp.372–380, July 1995.
  6. Lin VM, Cheng FS, and Tsay MT, “An improved tabu search for economic dispatch with multiple minima, ” IEEE Trans Power Syst, vol.17,no.1, pp 108-112, Feb2002.
  7. Park J.B, Lee K-S, Shin J-R, and Lee KY, “A particle swarm optimization for economic dispatch with non-smooth cost functions, ”IEEE Trans Power Systems, vol.20, no.1, pp. 34-42, 2005.
  8. Noman N, and Iba H, “Differential evolution for economic load dispatch problems, ” Electr Power Syst Res, vol.78 , pp.1322-1331,Nov2008.
  9. Zong Woo Geem (Ed), Music-Inspired Harmony Search Algorithm-Theory and Applications, Springer-Verlag Berlin Heidelberg, 2009.
  10. Geem ZW, Kim JH, and Loganathan, GV, “A new heuristic optimization algorithm: harmony search, Simulation, ” vol.76, no.2, pp 60–68, 2001.
  11. Lee KS, Geem ZW, “A new structural optimization method based on the harmony search algorithm, ”Comput Struct, vol.82, no.9-10, pp.781-798, Jan2004.
  12. A. J. Wood, and B. F. Wollenberg, Power Generation, Operation, and Control, New York, John Wiley & Sons, 1996.
  13. G.Ravi, R.Chakrabarti, and S.Choudhuri, “Nonconvex economic dispatch with heuristic load patterns using improved fast evolutionary program, ” Elect Power Comp and Syst, vol.34, pp.37-45, 2006.
  14. V. C. Ramesh and X. Li, “A fuzzy multi objective approach to contingency constrained OPF, ” IEEE Transactions on Power Systems, vol.2, no.3, pp 1348–1354, August1997.
  15. K. Y. Lee, Y. M. Park, and J. L. Ortiz, “A unified approach to optimal real and reactive power dispatch, ”IEEE Transactions on Power Apparatus and Systems, vol.104, no.5, pp.1147-1153, May1985.
Index Terms

Computer Science
Information Sciences

Keywords

Economic load dispatch Load patterns Transmission losses Harmony search algorithm Particle swarm optimization Improved fast evolutionary programming Valve point loading

Powered by PhDFocusTM