Full distributed P2P market and distribution network operation based on ADMM: Testing and evaluation

• Type: Article in International Conference Proceedings Book
• Date: 2023

Authors

Oliveira, C (Author) Other; Simoes, M (Author) Other; Soares, T (Author) Other; Manuel Matos (Author) FEUP; Bitencourt, L (Author) Other

Conference proceedings International

Title: European 23 International Conference on European Energy Markets

Indexing

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Other information

Authenticus ID: P-00Y-SXJ

DOI: 10.1109/eem58374.2023.10161989

Abstract (EN): This work models a distributed community-based market with diverse assets (photovoltaic generators and energy storage systems), accounting for network constraints and adopting the relaxed branch flow model. The market is modeled in a single and fully distributed approach, employing the alternating direction method of multipliers (ADMM) to prevent voltage and line capacity problems in the community network and improve data privacy and reduce the communication burden. Different scenarios, based on the penalty term and the agents' number, are tested to study the efficiency of the algorithm and the convergence rate of the ADMM distributed model. The proposed method is tested on 10-bus, 22-bus, and 33-bus medium voltage radial distribution networks, where each node contains a large prosumer with one or several assets. One important conclusion is that the implemented residual balancing technique improves the efficiency of the ADMM distributed algorithm by increasing the convergence rate and reducing the computational time.

Language: English

Type (Professor's evaluation): Scientific

No. of pages: 6