TY - JOUR
T1 - An Incentive-Compatible Energy Trading Framework for Neighborhood Area Networks with Shared Energy Storage
AU - Mediwaththe, Chathurika P.
AU - Shaw, Marnie
AU - Halgamuge, Saman
AU - Smith, David B.
AU - Scott, Paul
N1 - Publisher Copyright:
© 2010-2012 IEEE.
PY - 2020/1
Y1 - 2020/1
N2 - Here, a novel energy trading system is proposed for demand-side management of a neighborhood area network (NAN) consisting of a shared energy storage (SES) provider, users with non-dispatchable energy generation, and an electricity retailer. In a leader-follower Stackelberg game, the SES provider first maximizes their revenue by setting a price signal and trading energy with the grid. Then, by following the SES provider's actions, the retailer minimizes social cost for the users, i.e., the sum of the total users' cost when they interact with the SES and the total cost for supplying grid energy to the users. A pricing strategy, which incorporates mechanism design, is proposed to make the system incentive-compatible by rewarding users who disclose true energy usage information. A unique Stackelberg equilibrium is achieved where the SES provider's revenue is maximized and the user-level social cost is minimized, which also rewards the retailer. A case study with realistic energy demand and generation data demonstrates 28-45% peak demand reduction of the NAN, depending on the number of participating users, compared to a system without SES. Simulation results confirm that the retailer can also benefit financially, in addition to the SES provider and the users.
AB - Here, a novel energy trading system is proposed for demand-side management of a neighborhood area network (NAN) consisting of a shared energy storage (SES) provider, users with non-dispatchable energy generation, and an electricity retailer. In a leader-follower Stackelberg game, the SES provider first maximizes their revenue by setting a price signal and trading energy with the grid. Then, by following the SES provider's actions, the retailer minimizes social cost for the users, i.e., the sum of the total users' cost when they interact with the SES and the total cost for supplying grid energy to the users. A pricing strategy, which incorporates mechanism design, is proposed to make the system incentive-compatible by rewarding users who disclose true energy usage information. A unique Stackelberg equilibrium is achieved where the SES provider's revenue is maximized and the user-level social cost is minimized, which also rewards the retailer. A case study with realistic energy demand and generation data demonstrates 28-45% peak demand reduction of the NAN, depending on the number of participating users, compared to a system without SES. Simulation results confirm that the retailer can also benefit financially, in addition to the SES provider and the users.
KW - Demand-side management
KW - game theory
KW - mechanism design
KW - neighborhood area network (NAN)
KW - non-dispatchable energy generation
KW - shared energy storage (SES)
UR - http://www.scopus.com/inward/record.url?scp=85077327368&partnerID=8YFLogxK
U2 - 10.1109/TSTE.2019.2895387
DO - 10.1109/TSTE.2019.2895387
M3 - Article
SN - 1949-3029
VL - 11
SP - 467
EP - 476
JO - IEEE Transactions on Sustainable Energy
JF - IEEE Transactions on Sustainable Energy
IS - 1
M1 - 8626171
ER -