Game-theoretic modelling and analysis of strategic investments for PV and shared battery

Taichi Tanaka*, A. Daniel Carnerero, Mengmou Li, Yasuaki Wasa, Kenji Hirata, Takeshi Hatanaka

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

In this paper, we introduce a strategic model for users and a manager in a community, considering investments in photovoltaic (PV) panels and a shared battery. We also analyse how their strategic behaviour influences the overall social welfare within the community. We first formulate the investment optimization problems for the users and the manager explicitly considering electricity exchanges, where users invest in PV panels and the manager invests in a battery. Considering interactions of information and electricity, the strategic model, which combines the investment optimization problems mentioned above, can be formulated as a game. Then, we point out that the formulated game does not always guarantee the existence of a generalized Nash equilibrium (GNE). To overcome the problem, we present new utility functions that ensure the existence of an equilibrium through potential game theory. Finally, we conduct a case study with actual electricity data to numerically analyse the impact of the strategic behaviour on social welfare as well as the advantages of battery sharing in the presence of such strategic behaviour.

Original languageEnglish
Pages (from-to)222-232
Number of pages11
JournalSICE Journal of Control, Measurement, and System Integration
Volume17
Issue number1
DOIs
StatePublished - 2024

Keywords

  • Sharing economy
  • energy management system
  • game theory
  • optimization

ASJC Scopus subject areas

  • Control and Systems Engineering
  • General Computer Science

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