Cultural Differential Evolution approach to optimize the economic dispatch of electrical energy using thermal generators

IEEE International Conference on Emerging Technologies and Factory Automation, ETFA

Volumn , Issue , 2008, Pages 1378-1383

  Dos Santos Coelho, Leandro ^a,b   De Almeida, Adriano Del Vigna ^a,b   Mariani, Viviana Cocco ^a,b  

^a PONTIFICAL CATHOLIC UNIVERSITY OF PARANÁ   (Brazil)

^b NONE   (Brazil)

Author keywords

Cultural algorithm; Differential evolution; Economic dispatch; Electrical energy; Optimization

Indexed keywords

COST FUNCTIONS; ELECTRIC GENERATORS; ELECTRIC POWER PLANT LOADS; EVOLUTIONARY ALGORITHMS; FACTORY AUTOMATION; GLOBAL OPTIMIZATION; OPTIMIZATION; SCHEDULING; USER EXPERIENCE;

CULTURAL ALGORITHM; DIFFERENTIAL EVOLUTION; ECONOMIC DISPATCH; ECONOMIC LOAD DISPATCH PROBLEM; ELECTRICAL ENERGY; GLOBAL OPTIMIZATION PROBLEMS; NON-SMOOTH FUEL COST FUNCTIONS; VALVE-POINT LOADING EFFECT;

ELECTRIC LOAD DISPATCHING;

EID: 56349115822     PISSN: 19460740     EISSN: 19460759     Source Type: Conference Proceeding    
DOI: 10.1109/ETFA.2008.4638578     Document Type: Conference Paper

References (19)

1. T. A. A. Victoire and A. E. Jeyakumar, "Hybrid PSOSQP for economic dispatch with valve-point effect," Electric Power Systems Research, vol. 71, no. 1, pp. 51-59, 2004.
2. C. L. Chiang, "Improved genetic algorithm for power economic dispatch of units with valve-point effects and multiple fuels", IEEE Transactions on Power Systems, Vol. 20, no. 4, pp. 1690-1699, 2005.
3. D. C. Walter and G. B. Sheblé, "Genetic algorithm solution of economic dispatch with valve point loading", IEEE Transactions on Power Systems, Vol. 8, no. 3, pp. 1325-1332, 1993.
4. J. R. Gomes and O. R. Saavedra, "A Cauchy-based evolution strategy for solving the reactive power dispatch problem", Electrical Power and Energy Systems, Vol. 24, no. 4, pp. 277-283, 2002.
5. L. S. Coelho and V. C. Mariani, "Improved differential evolution algorithms for handling economic dispatch optimization with generator constraints", Energy Conversion and Management, Vol. 48, pp. 1631-1639, 2007.
6. R. Storn and K. Price, "Differential evolution: a simple and efficient adaptive scheme for global optimization over continuous spaces", Technical Report TR-95-012, International Computer Science Institute, Berkeley, USA, 1995.
7. R. Storn and K. Price, "Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces", Journal of Global Optimization, Vol. 11, no. 4, pp. 341-359, 1997.
8. R. G. Reynolds, "An introduction to cultural algorithms", Proceedings of 3rd Annual Conference on Evolutionary Programming, A. V. Sebald and L. J. Fogel (eds.), World Scientific, River Edge, NJ, USA, pp. 131-139, 1994.
9. A. J. Wood and B. F. Wollenberg, Power generation, operation and control, New York, USA, John Wiley & Sons, 1994.
10. E. M. Montes, J. V. Reyes and C. A. C. Coello, "A comparative study of differential evolution variants for global optimization", Proceedings of Genetic and Evolutionary Computation Conference, Seattle, Washington, USA, 2006.
11. J. Liu and J. Lampinen, "On setting the control parameter of the differential evolution method", Proceedings of 8th International Conference on Soft Computing (MENDEL 2002), Brno, Czech Republic, pp. 11-18, 2002.
12. Y. Shi and R. C. Eberhart, "Empirical study of particle swarm optimization", Proceedings of the Congress on Evolutionary Computation, Washington, DC, USA, pp. 101-106, 1999.
13. R. G. Reynolds and S. Zhu, "Knowledge-based function optimization using fuzzy cultural algorithms with evolutionary programming", IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics, Vol. 31, no. 1, pp. 1-18, 2001.
14. R. G. Reynolds and C. Chung, "The use of cultural algorithms to evolve multiagent cooperation", Proceedings of Micro-Robot World Cup Soccer Tournament, Taejon, Korea, pp. 53-56, 1996.
15. R. Iacoban, R. G. Reynolds and J. Brewster, "Cultural swarms: modelling the impact of culture on social interaction and problem solving", Proceedings of the Swarm Intelligence Symposium, Indianapolis, IN, USA, pp. 205-211, 2003.
16. X. Jin and R. G. Reynolds, "Using knowledge-based evolutionary computation to solve nonlinear constraint optimization problems: a cultural algorithm approach", Proceedings of Congress on Evolutionary Computation, Washington, DC, USA, pp. 1672-1678, 1999.
17. K. P. Wong and Y. W. Wong, "Genetic and genetic/simulated-annealing approaches to economic dispatch", IEE Proceedings-Control, Generation, Transmission and Distribution, Vol. 141, no. 5, pp. 507-513, 1994.
18. L. S. Coelho and V. C. Mariani, "Combining of chaotic differential evolution and quadratic programming for economic dispatch optimization with valve-point effect", IEEE Transactions on Power Systems, Vol. 21, no. 2, pp. 989-996, 2006.
19. N. Sinha, R. Chakrabarti and P. K. Chattopadhyay, "Evolutionary programming techniques for economic load dispatch", IEEE Transactions on Evolutionary Computation, Vol. 7, no. 1, pp. 83-94, 2003.