An improved integer coded genetic algorithm for security constrained unit commitment problem

PECon 2008 - 2008 IEEE 2nd International Power and Energy Conference

Volumn , Issue , 2008, Pages 1251-1255

  Golestani, S ^a   Raoofat, M ^a   Farjah, E ^a  

^a SHIRAZ UNIVERSITY   (Iran)

Author keywords

Integer coded genetic algorithm (ICGA); Perturbation operator; Security constrained unit commitment (SCUC)

Indexed keywords

COMPUTATION TIME; DECOMPOSITION TECHNIQUES; INTEGER CODED GENETIC ALGORITHM (ICGA); PERTURBATION OPERATOR; SECURITY CONSTRAINED UNIT COMMITMENT (SCUC); SIMULATION RESULTS; TEST SYSTEMS;

GENETIC ALGORITHMS;

EID: 63049106609     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PECON.2008.4762668     Document Type: Conference Paper

References (18)

1. G. Damousis, G. Bakirtzis, and Petros S. ,A Solution to the Unit- Commitment Problem Using Integer-Coded Genetic Algorithm , IEEE transaction on power systems , vol. 19, no. 2, May 2004
2. K. S. Swarup and S. Yamashiro ,Unit Commitment Solution Methodology Using Genetic Algorithm, IEEE transaction on power systems , vol 17, no. 1, February 2002
3. Srinivasan, D.; Chazelas, J.,Heuristics-based evolutionary algorithm for solving unit commitment and dispatch, Evolutionary Computation, 2005. The 2005 IEEE Congress on Volume 2, 2-5 Sept. 2005
4. Simopoulos, D.N.; Kavatza, S.D.; Vournas, C.D. ,Reliability Constrained Unit Commitment Using Simulated Annealing, Power Systems, IEEE Transactions on Vol 21, Issue 4, Nov. 2006
5. Yong Fu, Mohammad Shahidehpour, and Zuyi Li, Security- Constrained Unit Commitment With AC Constraints, IEEE transaction on power systems , vol. 20, no. 3, august 2005
6. Dieu, Vo Ngoc; Ongsakul, Weerakorn, Improved Merit Order and Augmented Lagrange Hopfield Network for Ramp Rate and Transmission Constrained Unit Commitment, Power Engineering Society General Meeting,2007.IEEE 24-28 June 2007
7. S.A.Kazarlis, A.G.Bakirtzis V.Petridis ,A Genetic Algorithm solution to the unit Commitment problem, IEEE transaction on power systems, vol. 11, no. 1, February 1996 .
8. Victoire, T.A.A.; Jeyakumar, A.E.,Unit commitment by a tabusearch- based hybrid-optimization technique, Generation Vol. 152, Issue 4, 8 July 2005.
9. Carrion, M.; Arroyo, J.M., A computationally efficient mixedinteger linear formulation for the thermal unit commitment problem, Power Vol 21, Issue 3, Aug. 2006.
10. Tao Li; Shahidehpour, M.; Dynamic Ramping in Unit Commitment Power Systems, IEEE Transactions on Volume 22, Issue 3, Aug. 2007
11. M. Shahidehpour, H. Yamin, and Z. Y. Li," Market Operations in Electric Power Systems" New York: Wiley, 2002
12. M. Shahidehpour and V. Ramesh, "Nonlinear programming algorithms and decomposition strategies for OPF" in IEEE/PES Tutorial on Optimal Power Flow. Piscataway, NJ: IEEE Press, 1996.
13. Yong Fu, Mohammad Shahidehpour, and Zuyi Li " AC Contingency Dispatch Based on Security-Constrained Unit Commitment" IEEE Transactions on power systems, vol. 21, no. 2, may 2006.
14. J. H. Holland, "Outline for a logical theory of adaptive systems," J Assoc. Comput. Mach. 3, 1962
15. Adaptation in Natural and Artificial Systems. Ann Arbor, MI: Mich. Univ. Press, 1975
16. D. E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning. Reading, MA: Addison-Wesley, 1989
17. J. F. Benders, "Partition procedures for solving mixed-variables programming problems," Numerische Mathematik, vol. 4, no. 3, pp.238-252, 1962.
18. A. M. Geoffrion, "Generalized Benders decomposition," J. Optimiz. Theory Appl., vol. 10, no. 4, pp. 237-260, 1972.