- Turkish Journal of Electrical Engineering and Computer Science
- Vol: 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 : 4 | Download : 2
Publication Date : 9999-12-31
Article Type : Makaleler
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