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Thermal unit commitment using binary/real coded artificial bee colony algorithm
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DOI：10.1016/j.epsr.2011.09.022.png)
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This paper presents a binary/real coded artificial bee colony (BRABC) algorithm to solve the thermal unit commitment problem (UCP). A novel binary coded ABC with repair strategies is used to obtain a feasible commitment schedule for each generating unit, satisfying spinning reserve and minimum up/down time constraints. Economic dispatch is carried out using real coded ABC for the feasible commitment obtained in each interval. In addition, non-linearities like valve-point effect, prohibited operating zones and multiple fuel options are included in the fuel cost functions. The effectiveness of the proposed algorithm has been tested on a standard ten-unit system, on IEEE 118-bus test system and IEEE RTS 24 bus system. Results obtained show that the proposed binary ABC is efficient in generating feasible schedules. (C) 2011 Elsevier B.V. All rights reserved.
Keyword:
Unit commitment
Binary artificial bee colony
Economic dispatch
Valve-point effect
Prohibited operating zones
Multiple fuels
期刊
IF:
4.2
论文数:
1.1W
被引数:
2.2W
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