A Game-Theoretical Control Framework for Transactive Energy Trading in Energy Communities

被引：0

作者：

Mignoni, Nicola ^{[1
]}

Martinez-Piazuelo, Juan ^{[2
]}

Carli, Raffaele ^{[1
]}

Ocampo-Martinez, Carlos ^{[2
]}

Quijano, Nicanor ^{[3
]}

Dotoli, Mariagrazia ^{[1
]}

机构：

[1] Polytech Bari, Dept Elect & Informat Engn, Bari, Italy

[2] Univ Politecn Cataluna, Automat Control Dept, Barcelona, Spain

[3] Univ Los Andes, Dept Elect & Elect Engn, Bogota, Colombia

来源：

2024 EUROPEAN CONTROL CONFERENCE, ECC 2024 | 2024年

关键词：

NASH EQUILIBRIUM PROBLEMS;

D O I：

10.23919/ECC64448.2024.10591157

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Under the umbrella of non-cooperative game theory, we formulate a transactive energy framework to model and control energy communities comprised of heterogeneous agents including (yet not limited to) prosumers, energy storage systems, and energy retailers. The underlying control task is defined as a generalized Nash equilibrium problem (GNEP), which must be solved in a distributed fashion. To solve the GNEP, we formulate a Gauss-Seidel-type alternating direction method of multipliers algorithm, which is guaranteed to converge under strongly monotone pseudo-gradient mappings. As such, we provide sufficient conditions on the private cost and energy pricing functions of the community members, so that the strong monotonicity of the overall pseudo-gradient is ensured. Finally, the proposed framework and the effectiveness of the solution method are illustrated through a numerical simulation.

引用

页码：786 / 791

页数：6