A Tabu search algorithm for maintenance scheduling of generating units

被引:75
作者
El-Amin, I [1 ]
Duffuaa, S [1 ]
Abbas, M [1 ]
机构
[1] King Fahd Univ Petr & Minerals, Minist Higher Educ, Dept Elect Engn, Dhahran 31261, Saudi Arabia
关键词
Algorithms - Electric power systems - Heuristic methods - Maintenance - Scheduling;
D O I
10.1016/S0378-7796(99)00079-6
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A new heuristic algorithm based on the Tabu search has been proposed for the maintenance schedule (MS) of electric generation units. The algorithm was developed, implemented and tested on an integrated model for the MS problem. The model. used two criteria: minimizing the total generator operating cost and levering the reserve. Each of the above criteria is used with the following constraints: maintenance completion, crew size, precedence, reserve and reserve constants. The performance of the Tabu search algorithm is promising. The Tabu search algorithm solved two power system problems, 4 units and 22 units. The implicit enumeration algorithm was used to check the validity and the quality of the Tabu search solution. (C) 2000 Published by Elsevier Science S.A. All rights reserved.
引用
收藏
页码:91 / 99
页数:9
相关论文
共 15 条
[1]   UNIT MAINTENANCE SCHEDULING WITH FUEL CONSTRAINTS [J].
ALKHAMIS, TM ;
VEMURI, S ;
LEMONIDIS, L ;
YELLEN, J .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1992, 7 (02) :933-939
[2]   An efficient tabu search algorithm for the single-machine mean tardiness problem [J].
BenDaya, M ;
AlFawzan, M .
PRODUCTION PLANNING & CONTROL, 1997, 8 (07) :694-700
[3]   OPTIMAL GENERATOR MAINTENANCE SCHEDULING USING INTEGER PROGRAMMING [J].
DOPAZO, JF ;
MERRILL, HM .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1975, 94 (05) :1537-1545
[4]  
ESCUDERO LF, 1980, IEEE CAT 80 CH IEEE
[5]   THE GENERAL EMPLOYEE SCHEDULING PROBLEM - AN INTEGRATION OF MS AND AI [J].
GLOVER, F ;
MCMILLAN, C .
COMPUTERS & OPERATIONS RESEARCH, 1986, 13 (05) :563-573
[6]   ARTIFICIAL-INTELLIGENCE, HEURISTIC FRAMEWORKS AND TABU SEARCH [J].
GLOVER, F .
MANAGERIAL AND DECISION ECONOMICS, 1990, 11 (05) :365-375
[7]  
Glover F., 1989, ORSA Journal on Computing, V1, P190, DOI [10.1287/ijoc.2.1.4, 10.1287/ijoc.1.3.190]
[8]  
GLOVER F, 1990, TABU SEARCH TUTORIAL
[9]  
HANSEN P, 1987, 4387 RR RUTCOR
[10]  
KNOX J, 1989, THESIS U COLORADO BO