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Generating Unit Maintenance Scheduling Considering Regional Reserve Constraints and Transfer Capability Using Hybrid PSO Algorithm  

Park, Young-Soo (부산대학교 전자전기공학과)
Park, June-Ho (부산대학교 전자전기통신공학부)
Kim, Jin-Ho (경원대학교 전기공학과)
Publication Information
The Transactions of The Korean Institute of Electrical Engineers / v.56, no.11, 2007 , pp. 1892-1902 More about this Journal
Abstract
This paper presents a new generating unit maintenance scheduling algorithm considering regional reserve margin and transfer capability. Existing researches focused on reliability of the overall power systems have some problems that adequate reliability criteria cannot be guaranteed in supply shortage regions. Therefore specific constraints which can treat regional reserve ratio have to be added to conventional approaches. The objective function considered in this paper is the variance (second-order momentum) of operating reserve margin to levelize reliability during a planning horizon. This paper focuses on significances of considering regional reliability criteria and an advanced hybrid optimization method based on PSO algorithm. The proposed method has been applied to IEEE reliability test system(1996) with 32-generators and a real-world large scale power system with 291 generators. The results are compared with those of the classical central maintenance scheduling approaches and conventional PSO algorithm to verify the effectiveness of the algorithm proposed in this paper.
Keywords
Generating unit maintenance scheduling; Regional reserve margin; Transfer Capability; Hybrid PSO algorithm;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
Times Cited By SCOPUS : 0
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1 한국전력거래소 전력계획처, '지역별 전력수급계획 수립기준 정립에 관한 연구', 2006. 10
2 전력연구원, '전력수급계획 및 운용해석 종합시스템 개발에 관한 연구', 1995. 12
3 한국전력공사 기술연구원, '발전계통의 연차 보수 계획 수립에 관한 연구', 1990. 6
4 Allen J. Wood, and B.F. Wollenberg, 'Power Generation, Operation, and Control', New York Wiley, 1994
5 정정원, 김정익, '유전알고리즘을 이용한 발전계통의 보수 계획 수립', 대한전기학회논문지, 48A권 5호 1999년 5월
6 한석만, 신영균, 정구형, 김강원, 김발호, '경쟁적 전력시장에서 계통운영자의 발전기 예방정비계획에 관한 연구', Trans. KIEE. Vol 53A, No. 8, AUG 2004
7 박종배, 정만호, '발전기 이산 민감도를 이용한 효율적인 우선순위법의 대규모 예방정비계획 문제에의 적용연구', Trans. KIEE. Vol. 48A, No.3, MAR, 1999
8 Reliability Test System Task Force, 'IEEE reliability test system', IEEE Trans. Power App. Syst, vol. Pas-98, no. 6, pp.2047-2054, Dec. 1979   DOI   ScienceOn
9 M. Shahidehpour, 'Maintenance Scheduling in Restructed Power System', Kluwer Academic Publishers, 2000
10 E. L. da Silva, M. Th. Schilling, M. C. Rafael, 'Generation Maintenance Scheduling Considering Transmission Constraints', IEEE Transactions On Power Systems, Vol. 15, No. 2, MAY 2000
11 Andries P. Engelbrecht, 'Computational Intelligence', John Wiley & Sons. Ltd, 2002
12 Ahmed A.A.Esmin, Germano Lambert-Torres, Antonio C, Zambroni de Souza, 'A Hybrid Particle Swarm Optimization Applied to Loss Power Minimization', IEEE Transactions on Power Systems, Vol.20, No.2, May 2005
13 박병주, 오성권, 김용수, 안태천, 'PSO의 특징과 차원성에 관한 비교연구', 제어.자동화.시스템공학 논문지 제12권 제4호, 2006. 4   과학기술학회마을   DOI
14 J. Kennedy and R. Eberhart, 'Particle Swarm Optimization', Proceedings. IEEE International Conference on Neural Networks, VOL. 4, pp.1942-1948 1995