Solving Unit Commitment Problem Using Hybrid Particle Swarm Optimization

Journal of Heuristics

Volumn 9, Issue 6, 2003, Pages 507-520

  Ting, Tiew On ^a   Rao, M V C ^a   Loo, C K ^a   Ngu, S S ^a  

^a MULTIMEDIA UNIVERSITY   (Malaysia)

Author keywords

Hybrid Particle Swarm Optimization; Unit commitment

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; COSTS; DYNAMIC PROGRAMMING; FUEL CONSUMPTION; INTEGER PROGRAMMING; OPTIMIZATION; SIMULATED ANNEALING;

HYBRID PARTICLE SWARM OPTIMIZATION; UNIT COMMITMENT (UC);

PROBLEM SOLVING;

EID: 1442332358     PISSN: 13811231     EISSN: None     Source Type: Journal    
DOI: 10.1023/B:HEUR.0000012449.84567.1a     Document Type: Article

References (31)

1. Burns, R.M. and C.A. Gibson. (1975). "Optimization of Priority Lists for A Unit Commitment Program." IEEE/PES 1975 Summer Meeting, Paper A 75 453-1.
2. Cheng, C.-P., C.-W. Liu, and C.-C. Liu. (2000). "Unit Commitment by Lagrangian Relaxation and Genetic Algorithms." IEEE Trans. on Power Systems 1(2).
3. Cohen, A.I. and M. Yoshimura. (1983). "A Branch-and-Bound Algorithm for Unit Commitment." IEEE Trans. on Power Systems PAS-102(2), 444-451.
4. Dasgupta, D. and D.R. McGregor. (1994). "Thermal Unit Commitment Using Genetic Algorithms," IEE Proc. C, Gener. Transm. Distrib. 141(5), 459-465.
5. Dillon, T.S. and K.W. Edwin. (1978). "Integer Programming Approach to The Problem of Optimal Unit Commitment with Probabilistic Reserve Determination." IEEE Trans. on Power Systems PAS-97(6), 2154-2166,
6. Garver, L.L. (1963). "Power Generation Scheduling by Integer Programming Development of Theory." IEEE Trans. on Power Systems 102, 730-735.
7. Homaifar, A.S., H.Y. Lai, and X. Qi. (1994). "Constrained Optimization via Genetic Algorithms." Simulation 62, 242-254.
8. Huang, C.L., J.S. Tzeng, P.C. Yang, and H.T. Yang. (1993). "Implementation of Genetic Algorithm for Unit Commitment." In 1993 Proceedings of The 14th Symposium on Electrical Power Engineering, Taiwan, R.O.C., pp. 439-446.
9. Kazarlis, S.A., A.G. Bakirtzis, and V. Petridis. (1996). "A Genetic Algorithm Solution to the Unit Commitment Problem." IEEE Trans. on Power Systems 11(1), 83-92.
10. Kennedy, J. and R. Eberhart. (1995). "Particle Swarm Optimization." In Proc. IEEE Int. Conf. Neural Networks [Online], pp. 1942-1948. Available: http://www.engr.iupui.edu/~shi/Conference/psopap4.html
11. Lowery, P.G. (1983). "Generation Unit Commitment by Dynamic Programming." IEEE Trans. on Power Systems 102, 1218-1225.
12. Merlin, A. and P. Sandrin. (1983). "A New Method for Unit Commitment at Electricite De France." IEEE Trans on Power Systems 102, 1218-1255.
13. Michalewicz, Z. and N. Attia. (1994). "Evolutionary Optimization of Constrained Problems." in A.V. Sebald and L.J. Fogel (eds.), Proc. 3rd Annu. Conf. Evolutionary Programming. River Edge, NJ: World Scientific, pp. 98-108.
14. Muckstadt, J.A. and R.C. Wilson. (1968). "An Application of Mixed-Integer Programming Duality to Scheduling Thermal Generating Systems." IEEE Trans. on Power Systems 1968-1978.
15. Ouyang, Z. and S.M. Shahidehpour. (1991). "An Intelligent Dynamic Programming for Unit Commitment Application." IEEE Trans on Power Systems 6(3), pp. 1203-1209.
16. Ouyang, Z. and S.M. Shahidehpour. (1992). "A Hybrid Artificial Neural Network/Dynamic Programming Approach to Unit Commitment." IEEE Trans. on Power Systems 7(1), 236-242.
17. Pang, C.K. and H.C. Chen. (1976). "Optimal Short-Term Thermal Unit Commitment." IEEE Trans. on Power Systems 95(4), 1336-1246.
18. Pang, C.K., G.B. Sheble, and F. Albuyeh. (1981). "Evaluation of Dynamic Programming Based Methods and Multiple Area Representation for Thermal Unit Commitment." IEEE Trans. on Power Systems PAS-100(3), 1212-1218.
19. Powell, D. and M.M. Skolnick. (1991). "Using Genetic Algorithm in Engineering Design Optimization with Nonlinear Constraints." In S. Forrest (ed.), Proc. 5th Int. Conf. Genetic Algorithms, Los Altos, CA: Morgan Kaufmann, pp. 151-157.
20. Sasaki, H., M. Watabable, J. Kubokawa, N. Yorino, and R. Yokoyama. (1992). "A Solution Method of Unit Commitment by Artificial Neural Networks." IEEE Trans. on Power Systems 7(1), 974-985.
21. Schoenauer, M. and S. Xanthakis. (1993). "Constrained GA Optimization." In Proc. 5th Int. Conf. Genetic Algorithms, Los Altos, CA: Morgan Kaufmann, pp. 573-580.
22. Sheble, G.B. (1990). "Solution of the Unit Commitment Problem by the Method of Unit Periods." IEEE Trans. on Power Systems 5(1), 257-260.
23. Sheble, G.B. and T.T. Maifeld. (1994). "Unit Commitment by Genetic Algorithm and Expert System." Electric Power System Research 30, 115-121.
24. Shi, Y.H. and R.C. Eberhart. (1998). "A Modified Particle Swarm Optimizer." In Proceedings of the IEEE International Conference on Evolutionary Computation, Anchorage, Alaska, May 4-9.
25. Shi, Y.H. and R.C. Eberhart. (1999). "Empirical Study of Particle Swarm Optimization." 1999 Congress on Evolutionary Computation, Washington, DC, USA, July 6-9.
26. Snyder, W.L. Jr., H.D. Powell Jr., and J.C. Rayburn. (1987). "Dynamic Programming Approach to Unit Commitment." IEEE Trans. On Power Systems 2, 339-350.
27. Su, C.C. and Y.Y. Hsu. (1991). "Fuzzy Dynamic Programming: An Application to Unit Commitment." IEEE Trans. on Power Systems 6(3), 1231-1237.
28. Ting, T.O., M.V.C. Rao, and C.K. Loo. (submitted in 2002). "On the Superb Particle Swarm Optimization." IEEE Trans. on Evolutionary Computation (under revision).
29. Wood, A. and B. Wollenberg. (1996). Power Generation Operation and Control, 2nd ed., New York: Wiley.
30. Zhuang, F. and F.D. Galiana. (1988). "Toward a more Rigorous and Practical Unit Commitment by Lagrangian Relaxation." IEEE Trans. on Power Systems 3(2), 763-772.
31. Zhuang, F. and F.D. Galiana. (1990). "Unit Commitment by Simulated Annealing." IEEE Trans. on Power Systems 5(1), 311-317.