Title :
Generator maintenance scheduling considering air pollution based on the fuzzy theory
Author :
Kim, Hongsik ; Moon, Seungpil ; Choi, Jaeseok ; Lee, Soonyoung ; Do, Daeho ; Gupta, Madan M.
Author_Institution :
Dept. of Electr. Eng., Gyeonsang Nat. Univ., Chinju, South Korea
Abstract :
A new technique using a search method which is based on fuzzy multicriteria function is proposed for generator maintenance scheduling, considering the air pollution. Not only minimization of probabilistic production cost and maximization of system reliability level but also air pollution are considered for fuzzy multicriteria function. To obtain an optimal solution for generator maintenance scheduling under fuzzy environment, fuzzy multicriteria 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.
Keywords :
air pollution; electric generators; fuzzy set theory; maintenance engineering; optimisation; reliability; scheduling; search problems; air pollution; fuzzy multicriteria function; fuzzy search method; fuzzy theory; generator maintenance scheduling; power system model; probabilistic production cost minimization; system reliability level maximization; Air pollution; Cost function; Fuzzy systems; Maintenance; Power system modeling; Power system simulation; Production systems; Relaxation methods; Reliability; Search methods;
Conference_Titel :
Fuzzy Systems Conference Proceedings, 1999. FUZZ-IEEE '99. 1999 IEEE International
Conference_Location :
Seoul, South Korea
Print_ISBN :
0-7803-5406-0
DOI :
10.1109/FUZZY.1999.790173