A new heuristic algorithm based on the Tabu search has been proposed for th
e maintenance schedule (MS) of electric generation units. The algorithm was
developed, implemented and tested on an integrated model for the MS proble
m. The model. used two criteria: minimizing the total generator operating c
ost and levering the reserve. Each of the above criteria is used with the f
ollowing constraints: maintenance completion, crew size, precedence, reserv
e and reserve constants. The performance of the Tabu search algorithm is pr
omising. The Tabu search algorithm solved two power system problems, 4 unit
s and 22 units. The implicit enumeration algorithm was used to check the va
lidity and the quality of the Tabu search solution. (C) 2000 Published by E
lsevier Science S.A. All rights reserved.