Data-driven game-based pricing for sharing rooftop photovoltaic generation and energy storage in the residential building cluster under uncertainties

• Main Authors: Xu, Xu, Xu, Yan, Wang, Ming-Hao, Li, Jiayong, Xu, Zhao, Chai, Songjian, He, Yufei
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Energy Sharing; Energy Storage
• Online Access: https://hdl.handle.net/10356/160284
• Institution: Nanyang Technological University

In this article, a novel machine learning based data-driven pricing method is proposed for sharing rooftop photovoltaic (PV) generation and energy storage in an electrically interconnected residential building cluster (RBC). In the studied problem, the energy sharing process is modeled by the leader...