TY - GEN
T1 - Game-theoretic demand-side management robust to non-ideal consumer behavior in smart grid
AU - Mediwaththe, Chathurika P.
AU - Smith, David B.
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/11/17
Y1 - 2016/11/17
N2 - This paper investigates effects of realistic, non-ideal, decisions of energy users as to whether to participate in an energy trading system proposed for demand-side management of a residential community. The energy trading system adopts a non-cooperative Stackelberg game between a community energy storage (CES) device and users with rooftop photovoltaic panels where the CES operator is the leader and the users are the followers. Participating users determine their optimal energy trading starting time to minimize their personal daily energy costs while subjectively viewing their opponents' actions. Following a non-cooperative game, we study the subjective behavior of users when they decide on energy trading starting time using prospect theory. We show that depending on the decisions of participating-time, the proposed energy trading system has a unique Stackelberg equilibrium at which the CES operator maximizes their revenue while users minimize their personal energy costs attaining a Nash equilibrium. Simulation results confirm that the benefits of the energy trading system are robust to decisions of participating-time that significantly deviate from complete rationality.
AB - This paper investigates effects of realistic, non-ideal, decisions of energy users as to whether to participate in an energy trading system proposed for demand-side management of a residential community. The energy trading system adopts a non-cooperative Stackelberg game between a community energy storage (CES) device and users with rooftop photovoltaic panels where the CES operator is the leader and the users are the followers. Participating users determine their optimal energy trading starting time to minimize their personal daily energy costs while subjectively viewing their opponents' actions. Following a non-cooperative game, we study the subjective behavior of users when they decide on energy trading starting time using prospect theory. We show that depending on the decisions of participating-time, the proposed energy trading system has a unique Stackelberg equilibrium at which the CES operator maximizes their revenue while users minimize their personal energy costs attaining a Nash equilibrium. Simulation results confirm that the benefits of the energy trading system are robust to decisions of participating-time that significantly deviate from complete rationality.
UR - http://www.scopus.com/inward/record.url?scp=85001090606&partnerID=8YFLogxK
U2 - 10.1109/ISIE.2016.7744975
DO - 10.1109/ISIE.2016.7744975
M3 - Conference contribution
T3 - IEEE International Symposium on Industrial Electronics
SP - 702
EP - 707
BT - Proceedings - 2016 IEEE 25th International Symposium on Industrial Electronics, ISIE 2016
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 25th IEEE International Symposium on Industrial Electronics, ISIE 2016
Y2 - 8 June 2016 through 10 June 2016
ER -