DocumentCode :
648287
Title :
A dynamic programming approach for optimal allocation of maintenance resources on power distribution networks
Author :
Bacalhau, Eduardo Tadeu ; Usberti, Fabio Luiz ; Lyra, Christiano
Author_Institution :
Sch. of Electr. & Comput. Eng., Univ. of Campinas, Campinas, Brazil
fYear :
2013
fDate :
21-25 July 2013
Firstpage :
1
Lastpage :
5
Abstract :
A relevant research topic in optimization of power distribution networks is to find the best relationship between system reliability and the allocation of maintenance resources. This paper presents a mathematical formulation that seeks the optimal preventive maintenance budget regarding the system reliability constraints. A dynamic programming approach is proposed to deal with this optimization problem. Some reductions are applied to the dynamic programming approach in order to avoid the combinatorial explosion. Case studies are presented to compare the performance of the dynamic programming approach with a hybrid genetic algorithm previously developed.
Keywords :
distribution networks; dynamic programming; genetic algorithms; resource allocation; combinatorial explosion; dynamic programming approach; hybrid genetic algorithm; maintenance resources; mathematical formulation; optimal allocation; optimal preventive maintenance budget; optimization problem; power distribution networks; system reliability; Dynamic programming; Optimization; Planning; Power systems; Preventive maintenance; Reliability; dynamic programming; maintenance optimization; power distribution systems; reliability;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power and Energy Society General Meeting (PES), 2013 IEEE
Conference_Location :
Vancouver, BC
ISSN :
1944-9925
Type :
conf
DOI :
10.1109/PESMG.2013.6672861
Filename :
6672861
Link To Document :
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