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ASME Press Select Proceedings
International Conference on Computer Technology and Development, 3rd (ICCTD 2011)
ISBN:
9780791859919
No. of Pages:
2000
Publisher:
ASME Press
Publication date:
2011
eBook Chapter
395 Multi-Objective Optimization of Power Plant Maintenance Projects Based on NSGA-II
By
Yu-Jiong Gu
,
Yu-Jiong Gu
Key Laboratory of Condition Monitoring and Control for Power Plant Equipment of Ministry of Education,
North China Electric Power University
, Beijing, 102206
, China
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Zhi-Zheng Ren
,
Zhi-Zheng Ren
Key Laboratory of Condition Monitoring and Control for Power Plant Equipment of Ministry of Education,
North China Electric Power University
, Beijing, 102206
, China
; rzzgoodluck@163.com
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Kun-Liang Chen
,
Kun-Liang Chen
Key Laboratory of Condition Monitoring and Control for Power Plant Equipment of Ministry of Education,
North China Electric Power University
, Beijing, 102206
, China
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Dong-Chao Chen
Dong-Chao Chen
Key Laboratory of Condition Monitoring and Control for Power Plant Equipment of Ministry of Education,
North China Electric Power University
, Beijing, 102206
, China
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Page Count:
8
-
Published:2011
Citation
Gu, Y, Ren, Z, Chen, K, & Chen, D. "Multi-Objective Optimization of Power Plant Maintenance Projects Based on NSGA-II." International Conference on Computer Technology and Development, 3rd (ICCTD 2011). Ed. Zhou, J. ASME Press, 2011.
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Reducing power plant maintenance costs is an important way to improve the power enterprises production efficiency, for the current situation that maintenance assessment index is too single and the problem of high complexity is difficult to solve by common maintenance optimization methods, power plant multi-objective maintenance projects optimization model is established and solved by a method of fast-non-dominated-sorting genetic algorithm with elitist strategy (NSGA-II) in this paper. This method overcomes the previous problem of single optimizing assessment index and improves the efficiency and robustness of the problem solving efficiency. By the case study of a 300MW power unit electric feed...
Abstract
Key Words
1. Introduction
2. Multi-Objective Optimization Model of Power Plant Maintenance Projects
3. Multi-Objective Optimization of Power Plant Maintenance Projects Based on NSGA-II
4. Case Study
5. Conclusion
References
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