TY - JOUR
T1 - Hierarchical Mean-Field Type Control of Price Dynamics for Electricity in Smart Grid
AU - Frihi, Zahrate El Oula
AU - Choutri, Salah Eddine
AU - Barreiro-Gomez, Julian
AU - Tembine, Hamidou
N1 - Funding Information:
We gratefully acknowledge support from Tamkeen under the NYU Abu Dhabi Research Institute grant CG002, and U.S. Air Force Office of Scientific Research under Grant No. FA9550-17-1-0259.
Publisher Copyright:
© 2021, The Editorial Office of JSSC & Springer-Verlag GmbH Germany.
PY - 2022/2
Y1 - 2022/2
N2 - This paper solves a mean-field type hierarchical optimal control problem in electricity market. The authors consider n − 1 prosumers and one producer. The ith prosumer, for 1 < i < n, is a leader of the (i − 1)th prosumer and is a follower of the (i + 1)th prosumer. The first player (agent) is the follower at the bottom whereas the nth is the leader at the top. The problem is described by a linear jump-diffusion system of conditional mean-field type, where the conditioning is with respect to common noise, and a quadratic cost functional involving, the square of the conditional expectation of the controls of the agents. The authors provide a semi-explicit solution of the corresponding mean-field-type hierarchical control problem with common noise. Finally, the authors illustrate the obtained result via a numerical example with two different scenarios.
AB - This paper solves a mean-field type hierarchical optimal control problem in electricity market. The authors consider n − 1 prosumers and one producer. The ith prosumer, for 1 < i < n, is a leader of the (i − 1)th prosumer and is a follower of the (i + 1)th prosumer. The first player (agent) is the follower at the bottom whereas the nth is the leader at the top. The problem is described by a linear jump-diffusion system of conditional mean-field type, where the conditioning is with respect to common noise, and a quadratic cost functional involving, the square of the conditional expectation of the controls of the agents. The authors provide a semi-explicit solution of the corresponding mean-field-type hierarchical control problem with common noise. Finally, the authors illustrate the obtained result via a numerical example with two different scenarios.
KW - Electricity price dynamics
KW - hierarchical control
KW - mean-field-type control
KW - smart grids
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U2 - 10.1007/s11424-021-0176-3
DO - 10.1007/s11424-021-0176-3
M3 - Article
AN - SCOPUS:85124443898
SN - 1009-6124
VL - 35
JO - Journal of Systems Science and Complexity
JF - Journal of Systems Science and Complexity
IS - 1
ER -