Chance-Constrained Peer-to-Peer Joint Energy and Reserve Market Considering Renewable Generation Uncertainty

نویسندگان

چکیده

Due to the fast development of distributed energy resources and demand-side response management, agents in electricity markets are becoming more proactive, which boosts peer-to-peer (P2P) market mechanisms. However, our knowledge, none existing works considers clearing both reserve via a P2P mechanism order compensate for uncertainty originating from renewable generation allocate cost induced by fairly. In this article, novel joint is proposed, where each agent can negotiate with neighboring determine quantities prices traded reserve. We model versatile distribution required based on chance-constrained optimization approach. Then, fully decentralized consensus alternating direction method multipliers (ADMM) theory proposed. addition, further lower social cost, we exploit correlation complementarity among uncertainties design community-based market, all share information community manager calculating total Finally, simulation results show convergence performance, fairness scalability mechanism.

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ژورنال

عنوان ژورنال: IEEE Transactions on Smart Grid

سال: 2021

ISSN: ['1949-3053', '1949-3061']

DOI: https://doi.org/10.1109/tsg.2020.3019603