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.
JAHROMI, MEHDI ZAREIAN; BIOKI, MOHAMMAD MEHDI HOSSEINI; NEJAD, MASOUD RASHIDI; and FADAEINEDJAD, ROOHOLLAH
"Solution to the unit commitment problem using an artificial neural network,"
Turkish Journal of Electrical Engineering and Computer Sciences: Vol. 21:
1, Article 14.
Available at: https://journals.tubitak.gov.tr/elektrik/vol21/iss1/14