Absolute stochastic simulated annealing approach to unit commitment problem

Proceedings of the 13th International Conference on Intelligent Systems Application to Power Systems, ISAP'05

Volumn 2005, Issue , 2005, Pages 434-439

  Saber, Ahmed Yousuf ^b   Senjyu, Tomonobu ^a,b   Miyagi, Tsukasa ^b   Urasaki, Naomitsu ^a,b   Funabashi, Toshihisa ^a,c  

^a IEEE

^b UNIVERSITY OF THE RYUKYUS   (Japan)

^c MEIDENSHA CORPORATION   (Japan)

Author keywords

Genetic algorithm; Probability distribution; Simulated annealing; Unit commitment

Indexed keywords

COMPUTER SIMULATION; GENETIC ALGORITHMS; ITERATIVE METHODS; OPTIMIZATION; PROBABILITY DISTRIBUTIONS; RANDOM PROCESSES; SIMULATED ANNEALING;

ECONOMIC LOAD DISPATCH (ELD); TEMPERATURE DEPENDENT PROBABILITY; UNIT COMMITMENT;

PROBLEM SOLVING;

EID: 33847371605     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISAP.2005.1599303     Document Type: Conference Paper

References (20)

1. H. H. Happ, R. C. Johnson, and W. J. Wright, "Large scale hydro-thermal unit commitment-method and results," IEEE Trans. Power Appa. Syst., vol. PAS-90, no. 3, pp. 1373-1384, May/June 1971.
2. C. J. Baldwin, K. M. Dale, and R. F. Dittrich, "A study of economic shutdown of generating units in daily dispatch," IEEE Trans. Power Appa. Syst., vol. PAS-78, pp. 1272-1284, 1960.
3. T. Senjyu, K. Shimabukuro, K. Uezato, and T. Funabashi, "A fast technique for unit commitment problem by extended priority list," IEEE Trans. Power Syst., vol. 18, no. 2, pp. 882-888, May 2003.
4. A. I. Cohen and M. Yoshimura, "A branch-and-bound algorithm for unit commitment," IEEE Trans. Power Appa. Syst., vol. PAS-102, no. 2, pp. 444-451, Feb. 1983.
5. G. S. Lauer, D. P. Bertsekas, N. R. Sandell,Jr, and T. A. Posbergh, "Solution of large-scale optimal unit commitment problems," IEEE Trans. Power Appa. Syst., vol. PAS-101, pp. 79-86, Jan. 1982.
6. A. J. Svoboda, C.-L. Tseng, C.-A. Li, and R. B. Johnson, "Short-term resource scheduling with ramp constraints [power generation scheduling]," IEEE Trans. Power Syst., vol. 12, no. 1, pp. 77-83, Feb. 1997.
7. F. N. Lee, "A fuel-constrained unit commitment method," IEEE Trans. Power Syst., vol. 4, no. 3, pp. 1208-1218, Aug. 1989.
8. S. Virmani, E. C. Adrian, K. Imhof, and S. Mukherjee, "Implementation of a Lagrangian relaxation based unit commitment problem," IEEE Trans. Power Syst., vol. 4, no. 4, pp. 1373-1380, Nov. 1989.
9. F. Zhuang and F. D. Galiana, "Towards a more rigorous and practical unit commitment by Lagrangian relaxation," IEEE Trans. Power Syst., vol. 3, no. 2, pp. 763-773, May 1988.
10. I. G. Damousis, A. G. Bakirtzis, and P. S. Dokopoulos, "A solution to the unit-commitment problem using integer-coded genetic algorithm," IEEE Trans. Power Syst., vol. 19, no. 2, pp. 1165-1172, May 2004.
11. C.-P. Cheng, C.-W. Liu, and C.-C. Liu, "Unit commitment by Lagrangian relaxation and genetic algorithms," IEEE Trans. Power Syst., vol. 15, no. 2, pp. 707-714, May 2000.
12. S. A. Kazarlis, A. G. Bakirtzis, and V. Petridis, "A genetic algorithm solution to the unit commitment problem," IEEE Trans. Power Syst., vol. 11, no. 1, pp. 83-92, Feb. 1996.
13. H. Mori and O. Matsuzaki, "Application of priority-list-embedded tabu search to unit commitment in power systems," Inst. Elect. Eng. Japan, vol. 121-B, no. 4, pp. 535-541, 2001.
14. K. A. Juste, H. Kita, E. Tanaka, and J. Hasegawa, "An evolutionary programming solution to the unit commitment problem," IEEE Trans. Power Syst., vol. 14, no. 4, pp. 1452-1459, Nov. 1999.
15. T. Satoh and K. Nara, "Maintenance scheduling by using simulated annealing method [for power plants]," IEEE Trans. Power Syst., vol. 6, no. 2, pp. 850-857, May 1991.
16. S. Y. W. Wong, "An enhanced simulated annealing approach to unit commitment", Electric Power Energy Syst., vol. 20, pp. 359-368, May 1998.
17. F. Zhuang and F. D. Galiana, "Unit commitment by simulated annealing," IEEE Trans. Power Syst., vol. 5, no. 1, pp. 311-318, Feb. 1990.
18. A. H. Mantawy, Y. L. Abel-Mogid, and S. Z. Selim, "A simulated annealing algorithm for unit commitment," IEEE Trans. Power Syst., vol. 13, no. 1, pp. 197-204, Feb. 1998.
19. A. H. Mantawy, Y. L. Abel-Mogid, and S. Z. Selim, "Integrating genetic algorithms, tabu search, and simulated annealing for the unit commitment problem," IEEE Trans. Power Syst., vol. 14, no. 3, pp. 829-836, Aug. 1999.
20. G. K. Purushothama and L. Jenkins, "Simulated annealing with local search - A hybrid algorithm for unit commitment," IEEE Trans. Power Syst., vol. 18, no. 1, pp. 273-278, Feb. 2003.