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
Link To Document :
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