Gravitational search algorithm: A novel optimization approach for economic load dispatch

2013 Annual International Conference on Emerging Research Areas, AICERA 2013 and 2013 International Conference on Microelectronics, Communications and Renewable Energy, ICMiCR 2013 - Proceedings

Volumn , Issue , 2013, Pages

  Udgir, Mugdha ^a   Dubey, Hari Mohan ^a   Pandit, Manjaree ^a  

^a MADHAV INSTITUTE OF TECHNOLOGY AND SCIENCE   (India)

Author keywords

Economic Load Dispatch(ELD); Gravitational Search Algorithm; Ramp Rate Limit(RRL) and Prohibited Operating zones(POZ)

Indexed keywords

COMPUTATIONAL RESULTS; ECONOMIC LOAD DISPATCH; FASTER CONVERGENCE; GRAVITATIONAL SEARCH ALGORITHMS; HEURISTIC OPTIMIZATION; NEWTONIAN GRAVITY; OPTIMIZATION APPROACH; PROHIBITED OPERATING ZONE;

LEARNING ALGORITHMS; MICROELECTRONICS;

OPTIMIZATION;

EID: 84883183223     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AICERA-ICMiCR.2013.6576006     Document Type: Conference Paper

References (25)

1. A.J. Wood, B.F.Wollenberg, "Power Generation Operation and Control", Wiley, New York, 1984.
2. D.C. Walter, G.B. Sheble, "Genetic algorithm solution of economic load dispatch with valve point loading", IEEE Trans. on power system, vol.8, pp. 1325-1332, 1993.
3. Wang, S.M. Shahidepour, "Effects of ramp rate limits on unit commitment and economic dispatch", IEEE trans. on power system, vol.8, no.3,pp.1341-1350,1993.
4. S.O.Oreo, M.R.Irving, "Economic dispatch of generators with prohibited opertaing zones:A genetic algorithm approach",IEE Proc., Gener., Trsns. and Distr., vol.143,no.6,1996.
5. C.L. Chen, and S.C. Wang, "Branch and bound scheduling for thermal generating units", IEEE Trans. on energy conversion, vol.8, No.2, pp.184-189, June 1993.
6. K.Y. Lee, Y. M. Park, J. L. Ortiz, "Fuel cost minimization for both real and reactive power dispatches", IEE Proc. C, Gener. Transm. & distr., 131, (3), pp.85-93, 1984.
7. R.R.Shoults, "A dynamic programming based method for developing dispatch curves when incremental heat rate curves are nonmonotonically increasing", IEEE Trans. on power system, vol.1, pp.10-16.1986.
8. Z.L. Gaing, "Particle swarm optimization to solving the economic dispatch considering the generator constraints", IEEE Trans. on power systems, vol. 18, no.3, pp. 1187-1195, August 2003.
9. N. Sinha, R. Chakrabarti and P.K. Chattopadhyay, "Evolutionary programming techniques for economic load dispatch", IEEE Trans. on Evolutionary Computation, vol.20, no.1, pp.83-94,2003.
10. G.Damousis Ioannis, G.Bakirtzis Anastasios and S. Dokopoulos Petros, "Network-constarined economic dispatch using real coded genetic algorithm", IEEE Trans. on power systems, vol. 18, no.1, pp.198-205 February 2003.
11. S.Ching-Tzong, L.Chien-Tung,"New approach with a Hopfield modeling framework to economic dispatch", IEEE Trans. on power syst. vol.15,no.2, pp. 541-545,2000.
12. A. Immanuel Selvakumar, K. Thanushkodi, "A new particle swarm optimization solution to nonconvex economic dispatch problems," IEEE Trans. on power syst., vol. 22, No. 1, pp. 42- 51, 2007.
13. B.K. Panigrahi and V.R. Pandi, "Bacterial foraging optimization nelder mead hybrid algorithm for economic load dispatch", IET Gener. Transm. & Distrib. vol. 2, no. 4, pp 556-565, 2008. (Pubitemid 351746532)
14. K.T.Chaturvedi, M.Pandit, L.Srivastava,"Self-organizing hierarchical particle swarm optimization for non-convex economic dispatch", IEEE Trans. on power syst., vol. 23, no. 3, pp. 1079-1087,2008.
15. Nasimul Nomana, Hitoshi Iba, "Differential evolution for economic load dispatch problems", Electric Power Systems Research, Vol. 78, pp.13221331, 2008.
16. Ji- Pyng Chiou, "Variable scaling hybrid differential evolution for large scale economic dispatch problem",Electrical Power System Research, vol.77, pp. 212-218, 2007.
17. A. Biswas, S. Dasgupta, B.K. Panigrahi, V.R. Pandi, S. Das, A. Abraham, Y. Badr, "Economic load dispatch using a chemotactic differential evolution algorithm", Hybrid Artificial Intelligence Systems vol.5572, pp. 252-260,2009.
18. A. Bhattacharya, P.K. Chattopadhyay, "Biogeography based optimization for different economic load dispatch problems", IEEE Trans. Power Syst., vol. 25, no. 2, pp. 1064-1077,2010.
19. V.R. Pandi, B.K. Panigrahi, R.C. Bansal, S. Das, A. Mohapatra, "Economic load dispatch using hybrid swarm intelligence based harmony search algorithm", Electric Power Components and Systems, vol. 39 issue 8, pp.751-767,2011.
20. Devendra Bisen, Hari Mohan Dubey, Manjaree Pandit and B. K. Panigrahi, "Solution of large scale economic load dispatch problem using quadratic programming and GAMS: A comparative analysis", Journal of Information and Computing Science(jic.org.uk), vol. 7, no. 3, pp. 200-211, 2012.
21. Xin-She Yang, Seyyed Soheil Sadat Hosseinib, Amir Hossein Gandomic, "Firefly algorithm for solving non-convex economic dispatch problems with valve loading effect", Applied Soft Computing vol.12, pp.1180-1186, 2012.
22. M. Moradi-Dalvand, B. Mohammadi-Ivatloo, A. Najafi, A. Rabiee, "Continuous quick group search optimizer for solving non-convex economic dispatch problems" Electric power system research vol. 93, pp. 93-105, 2012.
23. E.Rashedi, H. Nezamabadi-pour, S. Saryazdi, " GSA :A gravitational search algorithm", Information sciences, vol. 179, pp. 2232-2248,2009.
24. V.N.Dieu, P. Schegner, "Real power dispatch on large scale power systems by augmented lagrange hopfield network", International Journal of Energy Optimization and Engineering, vol.1,no.1,pp.19-38, 2012.
25. M.S. Kaurav, H.M. Dubey,M. Pandit and B.K. Panigrahi, "Solving economic load dispatch problem using Simulated annealing based optimization", IEEE International conference on Computational Intelligence and Communication Networks (CICN- 2011),vol.2,pp.195-200, 07-09 oct 2011.