Modern heuristic techniques for scheduling generator maintenance in power systems

Transactions of the Institute of Measurement & Control

Volumn 22, Issue 2, 2000, Pages 179-194

  Dahal, K P ^a   McDonald, J R ^a   Burt, G M ^a  

^a UNIVERSITY OF STRATHCLYDE   (United Kingdom)

Author keywords

generator maintenance scheduling; genetic algorithm; power systems; simulated annealing

Indexed keywords

COMPUTER CONTROL SYSTEMS; ELECTRIC GENERATORS; ELECTRIC POWER SYSTEMS; GENETIC ALGORITHMS; INTEGER PROGRAMMING; PREVENTIVE MAINTENANCE; RELIABILITY; SCHEDULING; SIMULATED ANNEALING;

COMPUTER BASED MODERN HEURISTIC SOLUTIONS; GENERATOR MAINTENANCE SCHEDULING;

HEURISTIC PROGRAMMING;

EID: 0033726413     PISSN: 01423312     EISSN: None     Source Type: Journal    
DOI: 10.1177/014233120002200204     Document Type: Article

References (14)

1. Burke, K. B., Clarke, J. A. and Smith, A. J. 1998: Four methods for maintenance scheduling. In Smith, G. D., Steele, N. C. and Albrecht, R., editors. Artificial neural nets and genetic algorithms, Proceedings of Third International Conference in Norwich (ICANNGA '97). Vienna: Springer-Verlag, Vienna, 265-270.
2. Dahal, K. P. and McDonald, J. R. 1997: Generator maintenance scheduling of electric power systems using genetic algorithms with integer representation. Proceedings of Second International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications (GALESIA '97), IEE Conference Publication No. 446, 456-461.
3. Dahal, K. P., Aldridge, C. J. and McDonald, J. R. 1999: Generator maintenance scheduling using a genetic algorithm with a fuzzy evaluation function. Fuzzy Sets and Systems 102, 21-29.
4. Dopazo, J. F. and Merrill, H. M. 1975: Optimal generator maintenance scheduling using integer progamming. IEEE Transactions on Power Apparatus and Systems PAS-94, 1537-1545.
5. Downsland, K. A. 1993: Simulated annealing. In Reeves, C. R., editor, Modern heuristic techniques for combinatorial problems. Oxford: Blackwell Scientific Publications, 20-69.
6. Egan, G. T., Dillon, T. S. and Morsztyn, K. 1976: An experimental method of determination of optimal maintenance schedules in power systems using branch-and-bound technique. IEEE Transactions on Systems, Man and Cybernetics SMC-6, 538-547.
7. Kim, H., Nara, K. and Gen, M. 1994: A method for maintenaance scheduling using GA combined with SA. Computers and Industrial Engineering 27, 477-480.
8. Miranda, V., Srinivasan, D. and Proenca, L. M. 1998: Evolutionary computation in power systems. Electrical Power & Energy Systems 20, 89-98.
9. Quadstone, R. 1997: Reproductive Plan Language (RPL2). User manual, Quadstone Ltd.
10. Reeves, C. R. 1993: Genetic algorithms. In Reeves, C. R., editor, Modern heuristic techniques for combinatorial problems. Oxford: Blackwell Scientific Publications, 151-196.
11. Satoh, T. and Nara, K. 1991: Maintenance scheduling by using simulated annealing method. IEEE Transactions on Power Systems 6, 850-857.
12. Wong, K. P. 1995: Solving power system optimization problems using simulated annealing. Engineering Applications of Artificial Intelligence 8, 665-670.
13. Yamayee, Z. and Sidenblad, K. 1983: A computationally efficient optimal maintenance scheduling method. IEEE Transactions on Power Apparatus and Systems PAS-102, 330-338.
14. Yang, S. 1994: Maintenance scheduling of generating units in a power system. In Wang, X. and McDonald, J. R., editors, Modern power system planning. London: McGraw-Hill, 247-307.