Solution to the unit commitment problem using an artificial neural network

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Turkish Journal of Electrical Engineering and Computer Science
Volume:21 Issue:1
Solution to the unit commitment problem using an artificial neural network

Solution to the unit commitment problem using an artificial neural network

Authors : Mehdi ZAREIAN JAHROMI, Mohammad Mehdi HOSSEINI BIOKI, Masoud RASHIDINEJAD, Roohollah FADAEINEDJAD

Pages : 198-212

Doi:10.3906/elk-1105-42

View : 14 | Download : 9

Publication Date : 0000-00-00

Article Type : Research Paper

Abstract :This paper proposes a real-time solution to the unit commitment problem by considering different constraints like ramp-up rate, unit operation emissions, next hours load, and minimum down time. In this method, an optimized trade-off between cost and emission has been taken into consideration. The effectiveness of the proposed method was verified by the significant outcomes demonstrated.
Keywords : Key words Unit commitment, artificial neural network, genetic algorithm

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