TY - GEN
T1 - Dynamic economic emission dispatch through evolutionary multiobjective optimization
T2 - 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022
AU - Ko, Hsuan Jen
AU - Visutarrom, Thammarsat
AU - Chiang, Tsung Che
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - This paper addresses the dynamic economic emission dispatch (DEED) problem, which needs to allocate power output of generation units in a power system to satisfy power demand over consecutive time periods and minimize cost and emissions simultaneously. We propose a multiobjective evolutionary algorithm to solve the DEED problem. We investigate the effects of the algorithm components including the repair mechanism, selection mechanism, dynamic resource allocation, and dynamic mutation through comprehensive experiments on six test cases. We also compare our algorithm with 15 existing algorithms, and our algorithm shows competitive performance.
AB - This paper addresses the dynamic economic emission dispatch (DEED) problem, which needs to allocate power output of generation units in a power system to satisfy power demand over consecutive time periods and minimize cost and emissions simultaneously. We propose a multiobjective evolutionary algorithm to solve the DEED problem. We investigate the effects of the algorithm components including the repair mechanism, selection mechanism, dynamic resource allocation, and dynamic mutation through comprehensive experiments on six test cases. We also compare our algorithm with 15 existing algorithms, and our algorithm shows competitive performance.
KW - constraint handling
KW - economic dispatch
KW - emissions
KW - evolutionary algorithm
KW - multiobjective
UR - http://www.scopus.com/inward/record.url?scp=85147797833&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85147797833&partnerID=8YFLogxK
U2 - 10.1109/SSCI51031.2022.10022187
DO - 10.1109/SSCI51031.2022.10022187
M3 - Conference contribution
AN - SCOPUS:85147797833
T3 - Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022
SP - 750
EP - 759
BT - Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022
A2 - Ishibuchi, Hisao
A2 - Kwoh, Chee-Keong
A2 - Tan, Ah-Hwee
A2 - Srinivasan, Dipti
A2 - Miao, Chunyan
A2 - Trivedi, Anupam
A2 - Crockett, Keeley
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 4 December 2022 through 7 December 2022
ER -