TY - GEN
T1 - Integration of day-ahead energy market using VCG type mechanism under equality and inequality constraints
AU - Okajima, Yusuke
AU - Murao, Toshiyuki
AU - Hirata, Kenji
AU - Uchida, Kenko
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/11/4
Y1 - 2015/11/4
N2 - Applications of decentralized operation of energy networks based on demand response are focused on by many researchers. Usually, methods for decentralized operation use prices to maximize social welfare, and require exchanges of true information in optimization process. However, we assume that generally rational market participants are not willing to reveal their private information. In a future competitive energy market, such rational consumers' selfish behaviors will reduce the whole network's benefit. In this paper, we propose a mechanism to integrate rational consumers' behavior into the social benefit. We first describe a concrete model for consumers, and then formulate a dynamic energy demand network in which a day-ahead market is formed with equality and inequality constraints. For this market, we propose a mechanism based on the Vickrey-Clarke-Groves (VCG) mechanism, which guarantees incentive compatibility and individual rationality. We show that this mechanism successfully inherits incentive compatibility and individual rationality of the VCG mechanism under equality and inequality constraints, which are not described in previous works. Finally, through numerical experiment, we demonstrate effectiveness of the mechanism.
AB - Applications of decentralized operation of energy networks based on demand response are focused on by many researchers. Usually, methods for decentralized operation use prices to maximize social welfare, and require exchanges of true information in optimization process. However, we assume that generally rational market participants are not willing to reveal their private information. In a future competitive energy market, such rational consumers' selfish behaviors will reduce the whole network's benefit. In this paper, we propose a mechanism to integrate rational consumers' behavior into the social benefit. We first describe a concrete model for consumers, and then formulate a dynamic energy demand network in which a day-ahead market is formed with equality and inequality constraints. For this market, we propose a mechanism based on the Vickrey-Clarke-Groves (VCG) mechanism, which guarantees incentive compatibility and individual rationality. We show that this mechanism successfully inherits incentive compatibility and individual rationality of the VCG mechanism under equality and inequality constraints, which are not described in previous works. Finally, through numerical experiment, we demonstrate effectiveness of the mechanism.
UR - http://www.scopus.com/inward/record.url?scp=84964325463&partnerID=8YFLogxK
U2 - 10.1109/CCA.2015.7320631
DO - 10.1109/CCA.2015.7320631
M3 - 会議への寄与
AN - SCOPUS:84964325463
T3 - 2015 IEEE Conference on Control and Applications, CCA 2015 - Proceedings
SP - 187
EP - 194
BT - 2015 IEEE Conference on Control and Applications, CCA 2015 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - IEEE Conference on Control and Applications, CCA 2015
Y2 - 21 September 2015 through 23 September 2015
ER -