TY - GEN
T1 - A variational inequality approach to instantaneous load pricing based demand side management for future smart grid
AU - Chen, He Henry
AU - Louie, Raymond H.Y.
AU - Li, Yonghui
AU - Wang, Peng
AU - Vucetic, Branka
PY - 2013
Y1 - 2013
N2 - In this paper, we investigate a new polynomial pricing function based demand side management scheme for future smart grid, where the consumers are charged based on their instantaneous load. A non-cooperative game is formulated, where each consumer aims to minimize their total energy cost based on the given pricing function. By casting this game in the variational inequality framework, we present sufficient conditions for the uniqueness of the optimal solution. We then propose a distributed and simultaneous algorithm to achieve the optimal solution. Sufficient conditions for the geometrical convergence of our algorithm are also provided and proved. Numerical results reveal that our proposed algorithm converges very quickly, and is effective in encouraging consumers to shift their energy usage from peak to non-peak times.
AB - In this paper, we investigate a new polynomial pricing function based demand side management scheme for future smart grid, where the consumers are charged based on their instantaneous load. A non-cooperative game is formulated, where each consumer aims to minimize their total energy cost based on the given pricing function. By casting this game in the variational inequality framework, we present sufficient conditions for the uniqueness of the optimal solution. We then propose a distributed and simultaneous algorithm to achieve the optimal solution. Sufficient conditions for the geometrical convergence of our algorithm are also provided and proved. Numerical results reveal that our proposed algorithm converges very quickly, and is effective in encouraging consumers to shift their energy usage from peak to non-peak times.
UR - https://www.scopus.com/pages/publications/84891348733
U2 - 10.1109/ICC.2013.6655231
DO - 10.1109/ICC.2013.6655231
M3 - Conference Paper published in a book
AN - SCOPUS:84891348733
SN - 9781467331227
T3 - IEEE International Conference on Communications
SP - 4250
EP - 4254
BT - 2013 IEEE International Conference on Communications, ICC 2013
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2013 IEEE International Conference on Communications, ICC 2013
Y2 - 9 June 2013 through 13 June 2013
ER -