DocumentCode
1871765
Title
Simulated annealing for the unit commitment problem
Author
Viana, Ana ; De Sousa, Jorge Pinho ; Matos, Manuel
Author_Institution
Instituto Superior de Engenharia do Porto, Portugal
Volume
2
fYear
2001
fDate
2001
Abstract
Due to their efficiency and their interesting design and implementation features, metaheuristics have been used for a long time with success, in dealing with combinatorial problems. They have been applied to the unit commitment problem with rather interesting results that justify further research in the area. In this paper we present a simulated annealing approach to the unit commitment problem. Two coding schemes are compared, new neighbourhood structures are presented and some searching strategies are discussed. Preliminary computational experience, performed on some test instances, shows that this approach is flexible, effective and able to handle variations on the problem structure
Keywords
combinatorial mathematics; power generation planning; power generation scheduling; query formulation; simulated annealing; coding schemes; combinatorial problems; generation scheduling; metaheuristics; neighbourhood structures; power generators operation planning; search strategies; simulated annealing; unit commitment; Computational modeling; Costs; Dynamic programming; Lagrangian functions; Performance evaluation; Power engineering computing; Power generation; Power system simulation; Simulated annealing; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Tech Proceedings, 2001 IEEE Porto
Conference_Location
Porto
Print_ISBN
0-7803-7139-9
Type
conf
DOI
10.1109/PTC.2001.964747
Filename
964747
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