Browse > Article
http://dx.doi.org/10.5370/JEET.2010.5.1.008

Flexible Maintenance Scheduling of Generation System by Multi-Probabilistic Reliability Criterion in Korea Power System  

Park, Jeong-Je (Dept. of Electrical Engineering, Gyeongsang National Univerity)
Choi, Jae-Seok (Dept. of Electrical Engineering, ERI, Gyeongsang National University)
Baek, Ung-Ki (Korea Western Power Co.)
Cha, Jun-Min (Daejin University)
Lee, Kwang-Y. (Baylor University)
Publication Information
Journal of Electrical Engineering and Technology / v.5, no.1, 2010 , pp. 8-15 More about this Journal
Abstract
A new technique using a search method which is based on fuzzy multi-criteria function is proposed for GMS(generator maintenance scheduling) in order to consider multi-objective function. Not only minimization of probabilistic production cost but also maximization of system reliability level are considered for fuzzy multi-criteria function. To obtain an optimal solution for generator maintenance scheduling under fuzzy environment, fuzzy multi-criteria relaxation method(fuzzy search method) is used. The practicality and effectiveness of the proposed approach are demonstrated by simulation studies for a real size power system model in Korea in 2010.
Keywords
Generator maintenance scheduling; Fuzzy set theory; Fuzzy multi-criteria functions;
Citations & Related Records

Times Cited By SCOPUS : 3
연도 인용수 순위
1 Roy Billinton, Reliability Assessment of Large Electric Power Systems, Kluwer Academic Publishers, 1986.
2 M.K.C. Marwali and S.M. Shahidehpour, "Integrated Generation and Transmission Maintenance Scheduling with Network Constraints," IEEE Trans. on PS, 1998, Vol.13, No.3, pp.1063-1068.   DOI   ScienceOn
3 J.S. Choi, K.Y. Song, "A Study on Generator Maintenance Scheduling," Proceedings on Summer Meeting of KIEE, 1985, pp.148-151.   과학기술학회마을
4 H.J. Zimmermann, "Fuzzy Set Theory and Its Applications", Kluwer-Nijhohh Boston, 1986, pp.220-234.
5 J.S. Choi, S.Y. Lee, H.K. Shin, "Generator Maintenance Scheduling using Fuzzy Search Method," Journal of RIACE, Vol.2, 1995, pp.67-73
6 Masatoshi Sakawa, "Fuzzy Sets and Interactive Multi-objective Optimization," Plenum Press, 1993, New York.
7 B.Y. Lee, K.B. Shim, "A Comparative Study on Optimal Generation Maintenance Scheduling with Marginal Maintenance Cost and Levelized Risk Method," KIEE, 1992, Vol.41, No.1, pp.9-17.   과학기술학회마을
8 J.S. Choi, D.H. Do, "Development of a Method for the Generator Maintenance Scheduling using Fuzzy Integer Programming," Journal of KFIS, 1997, Vol. 7, No. 5, pp.77-85.   과학기술학회마을
9 K.Y. Song, Analysis & operation of Power System, Dongil Publishing Company, 1984.
10 J.S. Choi, "A Study on the Generator Maintenance Scheduling Considering Load Uncertainty & Multi-Criterion function," EESRI, Final Report, 1995.
11 H.S. Kim, S.P. Moon, D.H. Do, J.S. Choi, S.Y. Lee, H.K. Shin, S.H. Kim, Y.S. Kim, 1998, "Generator Maintenance Scheduling Considering Air Pollution," Proceedings on Autumn Meeting of Western Gyeongnam Area of KIEE, 1998, pp.57-60.
12 X. Wang, J.R. McDonald, Modern Power System Planning, McGraw-Hill Book Company, 1994.
13 J.S. Choi, D.H. Do, T.I. Lee, "Generator Maintenance Scheduling using Fuzzy Multi-criterion Function," Proceedings on Autumn Meeting of KFIS, 1995, pp.131-138.   과학기술학회마을
14 E.L. Silva, M. Morozowski etc,. "Transmission Constrained Maintenance Scheduling of Generating Units: A Stochastic Programming Approach," IEEE Trans. on PS, 1995, Vol.10, No.2, pp.695-701.