Nonconvex economic dispatch with AC constraints by a new real coded genetic algorithm

IEEE Transactions on Power Systems

Volumn 24, Issue 3, 2009, Pages 1489-1502

  Amjady, Nima ^a   Nasiri Rad, Hadi ^a  

^a SEMNAN UNIVERSITY   (Iran)

Author keywords

Arithmetic average bound crossover (AABX); Economic dispatch (ED) with AC constraints; Hybrid mutation (HM); Real coded genetic algorithm (RCGA)

Indexed keywords

ARITHMETIC-AVERAGE-BOUND CROSSOVER (AABX); ECONOMIC DISPATCH (ED) WITH AC CONSTRAINTS; ECONOMIC DISPATCH PROBLEMS; HYBRID MUTATION (HM); LOADING EFFECTS; MULTIPLE FUEL OPTIONS; NONCONVEX; NONCONVEX ECONOMIC DISPATCHES; NONLINEAR CHARACTERISTICS; POWER SYSTEMS; PROHIBITED OPERATING ZONE; RAMP RATE LIMITS; REAL CODED GENETIC ALGORITHM; REAL-CODED GENETIC ALGORITHM (RCGA); SECURITY CONSTRAINT; SPINNING RESERVES; TEST SYSTEMS;

ELECTRIC POWER TRANSMISSION NETWORKS; GENETIC ALGORITHMS; POWER TRANSMISSION;

PROBLEM SOLVING;

EID: 68349155820     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2009.2022998     Document Type: Article

References (53)

1. F. N. Lee and A. M. Breipohl, "Reserve constrained economic dispatch with prohibited operating zones," IEEE Trans. Power Syst., vol. 8, no. 1, pp. 246-254, Feb. 1993.
2. P.-H. Chen and H.-C. Chang, "Large-scale economic dispatch by genetic algorithm," IEEE Trans. Power Syst., vol. 10, no. 4, pp. 1919-1926, Nov. 1995.
3. R. Billinton et al., "Reliability issues in today's electric power utility environment," IEEE Trans. Power Syst., vol. 12, no. 4, pp. 1708-1714, Nov. 1997.
4. D. C. Walters and G. B. Sheble, "Genetic algorithm solution of economic dispatch with valve point loading," IEEE Trans. Power Syst., vol. 8, no. 3, pp. 1325-1332, Aug. 1993.
5. C. E. Lin and G. L. Viviani, "Hierarchical economic dispatch for piecewise quadratic cost functions," IEEE Trans. Power App. Syst. vol. PAS-103, no. 6, pp. 1170-1175, 1984.
6. J. Wood and B. F. Wollenberg, Power Generation, Operation, and Control, 2nd ed. New York: Wiley, 1996.
7. H. T. Yang, P. C. Yang, and C. L. Huang, "Evolutionary programming based economic dispatch for units with nonsmooth fuel cost functions," IEEE Trans. Power Syst., vol. 11, no. 1, pp. 112-118, Feb. 1996.
8. N. Sinha, R. Chakrabarti, and P. K. Chattopadhyay, "Evolutionary programming techniques for economic load dispatch," IEEE Evol. Comput., vol. 7, no. 1, pp. 83-94, Feb. 2003.
9. W. M. Lin, F. S. Cheng, and M. T. Tsay, "An improved Tabu search for economic dispatch with multiple minima," IEEE Trans. Power Syst., vol. 17, no. 1, pp. 108-112, Feb. 2002.
10. C.-L. Chiang, "Genetic-based algorithm for power economic load dispatch," IET Gen., Transm., Distrib., vol. 1, no. 2, pp. 261-269, Mar. 2007.
11. P. Attaviriyanupap, H. Kita, E. Tanaka, and J. Hasegawa, "A hybrid EP and SQP for dynamic economic dispatch with nonsmooth fuel cost function," IEEE Trans. Power Syst., vol. 17, no. 2, pp. 411-416, May 2002.
12. T. A. A. Victoire and A. E. Jeyakumar, "Hybrid PSO-SQP for economic dispatch with valve-point effect," Elect. Power Syst. Res., vol. 71, no. 1, pp. 51-59, 2004.
13. K. P. Wong and Y. W. Wong, "Genetic and genetic/simulated-annealing approaches to economic dispatch," Proc. Inst. Elect. Eng., Gen., Transm., Distrib., vol. 141, no. 5, pp. 507-513, Sep. 1994.
14. D.-K. He, F.-L. Wang, and Z.-Z. Mao, "Hybrid genetic algorithm for economic dispatch with valve-point effect," Elect. Power Syst. Res. vol. 78, no. 4, pp. 626-633, Apr. 2008.
15. J. S. Al-Sumait. a., A. K. Al-Othman, and J. K. Sykulski, "Application of pattern search method to power system valve-point economic load dispatch," Elect. Power Energy Syst., vol. 29, no. 10, pp. 720-730, Nov. 2007.
16. J.-B. Park, K.-S. Lee, J.-R. Shin, and K. Y. Lee, "A particle swarm optimization for economic dispatch with nonsmooth cost functions," IEEE Trans. Power Syst., vol. 20, no. 1, pp. 34-42, Feb. 2005.
17. A. Pereira-Neto, C. Unsihuay, and O. R. Saavedra, "Efficient evolutionary strategy optimization procedure to solve the nonconvex economic dispatch problem with generator constraints," Proc. Inst. Elect. Eng., Gen., Transm., Distrib., vol. 152, no. 5, pp. 653-660, Sep. 2005.
18. S. H. Ling and F. H. F. Leung, "An Improved genetic algorithm with average-bound crossover and wavelet mutation operations," Soft Comput., vol. 11, no. 1, pp. 7-31, Jan. 2007.
19. S. H. Ling, H. H. C. Iu, K. Y. Chan, H. K. Lam, B. C. W. Yeung, and F. H. Leung, "Hybrid particle swarm optimization with wavelet mutation and its industrial applications," IEEE Trans. Syst., Man., Cybern., vol. 38, no. 3, pp. 743-763, Jun. 2008.
20. Z.-X. Liang and J. D. Glover, "A zoom feature for a dynamic programming solution to economic dispatch including transmission losses," IEEE Trans. Power Syst., vol. 7, no. 2, pp. 544-550, May 1992.
21. J. Y. Fan and J. D. McDonald, "A practical approach to real time economic dispatch considering unit's prohibited operating zones," IEEE Trans. Power Syst., vol. 9, no. 4, pp. 1737-1743, Nov. 1994.
22. W.-M. Lin, F.-S. Cheng, and M.-T. Tsay, "Nonconvex economic dispatch by integrated artificial intelligence," IEEE Trans. Power Syst., vol. 16, no. 2, pp. 307-311, May 2001.
23. Z.-L. Gaing, "Particle swarm optimization to solving the economic dispatch considering the generator constraints," IEEE Trans. Power Syst., vol. 18, no. 3, pp. 1187-1195, Aug. 2003.
24. C. T. Su and G. J. Chiou, "A Hopfield network approach to economic dispatch with prohibited operating zones," in IEEE Proc. Int. Conf. Energy Management and Power Delivery, Singapore, Nov. 1995, pp. 382-387.
25. R.-H. Liang, "A neural-based redispatch approach to dynamic generation application," IEEE Trans. Power Syst., vol. 14, no. 4, pp. 1388-1393, Nov. 1999.
26. O. E. Moya, "A spinning reserve, load shedding, and economic dispatch solution by Bender's decomposition," IEEE Trans. Power Syst., vol. 20, no. 1, pp. 384-388, Feb. 2005.
27. T. A. A. Victoire and A. E. Jeyakumar, "Reserve constrained dynamic dispatch of units with valve-point effects," IEEE Trans. Power Syst. vol. 20, no. 3, pp. 1273-1282, Aug. 2005.
28. J. H. Park, Y. S. Kim, I. K. Eom, and K. Y. Lee, "Economic load dispatch for piecewise quadratic cost function using Hopfield neural network," IEEE Trans. Power Syst., vol. 8, no. 3, pp. 1030-1038, Aug. 1993.
29. K. Y. Lee, A. Sode-Yome, and J. H. Park, "Adaptive Hopfield neural network for economic load dispatch," IEEE Trans. Power Syst., vol. 13, no. 2, pp. 519-526, May 1998.
30. T. Jayabarathi and G. Sadasivam, "Evolutionary programming-based economic dispatch for units with multiple fuel options," Eur. Trans. Elect. Power, vol. 10, no. 3, pp. 167-170, May/Jun. 2000.
31. D. Lio and Y. Cai, "Taguchi method for solving the economic dispatch problem with nonsmooth cost functions," IEEE Trans. Power Syst., vol. 20, no. 4, pp. 2006-2015, Nov. 2005.
32. C.-L. Chiang, "Improved genetic algorithm for power economic dispatch of units with valve-point effects and multiple fuels," IEEE Trans. Power Syst., vol. 20, no. 4, pp. 1690-1699, Nov. 2005.
33. A. I. Selvakumar and K. Thanushkodi, "A new particle swarm optimization solution to nonconvex economic dispatch problems," IEEE Trans. Power Syst., vol. 22, no. 1, pp. 42-51, Feb. 2007.
34. P. S. Manoharan, P. S. Kannan, S. Baskar, and M. W. Iruthayarajan, "Penalty parameter-less constraint handling scheme based evolutionary algorithm solutions to economic dispatch," IET Gen., Transm., Distrib., vol. 2, no. 4, pp. 478-490, Jul. 2008.
35. C.-T. Su and C.-L. Chiang, "Nonconvex power economic dispatch by improved genetic algorithm with multiplier updating method," Elect. Power Comput. Syst., vol. 32, no. 3, pp. 257-273, Mar. 2004.
36. S.-K. Wang, J.-P. Chiou, and C.-W. Liu, "Non-smooth/non-convex economic dispatch by a novel hybrid differential evolution algorithm," IET Gen., Transm., Distrib., vol. 1, no. 5, pp. 793-803, Sep. 2007.
37. B. K. Panigrahi and V. R. Pandi, "Bacterial foraging optimization: Nelder-Mead hybrid algorithm for economic load dispatch," IET Gen., Transm., Distrib., vol. 2, no. 4, pp. 556-565, Jul. 2008.
38. I. G. Damousis, A. G. Bakirtzis, and P. S. Dokopoulos, "Network-constrained economic dispatch using real-coded genetic algorithm," IEEE Trans. Power Syst., vol. 18, no. 1, pp. 198-205, Feb. 2003.
39. K. S. Swarup and P. R. Kumar, "A new evolutionary computation technique for economic dispatch with security constraints," Elect. Power Energy Syst., vol. 28, no. 4, pp. 273-283, May 2006.
40. R. A. Jabr, "Homogeneous cutting-plane method to solve the security-constrained economic dispatching problem," Proc. Inst. Elect. Eng., Gen., Transm., Distrib., vol. 149, no. 2, pp. 139-144, Mar. 2002.
41. R. A. Jabr, A. H. Coonick, and B. J. Cory, "A homogeneous linear programming algorithm for the security constrained economic dispatch problem," IEEE Trans. Power Syst., vol. 15, no. 3, pp. 930-936, Aug. 2000.
42. T. Yalcinoz, M. J. Short, and B. J. Cory, "Security dispatch using the Hopfield neural network," Proc. Inst. Elect. Eng., Gen., Transm., Distrib., vol. 146, no. 5, pp. 465-470, Sep. 1999.
43. Q. Xia, Y. H. Song, B. Zhang, C. Kang, and N. Xiang, "Dynamic queuing approach to power system short term economic and security dispatch," IEEE Trans. Power Syst., vol. 13, no. 2, pp. 280-285, May 1998.
44. J. Nanda and R. B. Narayanan, "Application of genetic algorithm to economic load dispatch with Lineflow constraints," Elect. Power Energy Syst., vol. 24, no. 9, pp. 723-729, Nov. 2002.
45. A. K. Al-Othman and K. M. El-Naggar, "Application of pattern search method to power system security constrained economic dispatch with non-smooth cost function," Elect. Power Syst. Res., vol. 78, no. 4, pp. 667-675, Apr. 2008.
46. H. Yamin, S. Al-Agtash, and M. Shahidehpour, "Security-constrained optimal generation scheduling for GENCOs," IEEE Trans. Power Syst. vol. 19, no. 3, pp. 1365-1372, Aug. 2004.
47. Y. Fu, M. Shahidehpour, and L. Zuyi, "Security-constrained unit commitment with ac constraints," IEEE Trans. Power Syst., vol. 20, no. 2, pp. 1001-1013, May 2005.
48. Y. Fu and M. Shahidehpour, "Fast SCUC for large-scale power systems," IEEE Trans. Power Syst., vol. 22, no. 4, pp. 2144-2151, Nov. 2007.
49. M. R. AlRashidi and M. E. El-Hawary, "Hybrid particle swarm optimization approach for solving the discrete opf problem considering the valve loading effects," IEEE Trans. Power Syst., vol. 22, no. 4, pp. 2030-2038, Nov. 2007.
50. N. Amjady and M. Esmaili, "Application of a new sensitivity analysis framework for voltage contingency ranking," IEEE Trans. Power Syst. vol. 20, no. 2, pp. 973-983, May 2005.
51. D. E. Goldberg, Genetic Algorithms in Search, Optimization and Machine Learning. Reading, MA: Addison-Wesley, 1989.
52. Z. Michalewicz, Genetic Algorithms + Data Structures = Evolution Programs, 3rd ed. New York: Springer, 1996.
53. A. Teolis, Computational Signal Processing with Wavelets. Boston, MA: Birkhauser, 1998.