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Establishing a Hierarchical Local Market Structure Using Multi-cut Benders Decomposition

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Abstract

Local electricity markets (LEMs) such as peer-to-peer (P2P) and community-based markets allow prosumers and consumers to exchange electricity products and services locally. In order to coordinate electricity trading and flexibility services, this paper proposes a hierarchical prosumer-centric market framework with a hybrid LEM and a local flexibility market (LFM). Multi-cut Benders decomposition (MCBD) is employed to decompose the integrated hybrid LEM into a centralized P2P market and multiple community-based markets. The aggregators coordinate energy sources and demands of households in low voltage (LV) distribution networks (DN) as virtual power plants (VPPs) and engage in trading through a P2P market over the medium voltage (MV) DN. In addition, a modified MCBD (M-MCBD) approach is proposed to accelerate the convergence process. The LFM is operated by the distribution system operator (DSO) and is formulated as a mixed-integer nonlinear programming (MINLP) problem which is further relaxed to a mixed-integer second-order cone programming (MI-SOCP) problem. The case study demonstrates that aggregators were able to collaborate on trading within the hybrid LEM to minimize the costs incurred by prosumers within the network. Furthermore, the proposed M-MCBD method improves the scalability of the MCBD by enhancing its convergence speed and accuracy, as demonstrated by testing on problems of varying scales.
Original languageEnglish
Article number123073
Number of pages13
JournalApplied Energy
Volume363
Early online date26 Mar 2024
DOIs
Publication statusPublished - 1 Jun 2024

Funding

This publication is part of the research program ‘MEGAMIND – Enabling distributed operation of energy infrastructures through Measuring, Gathering, Mining and Integrating grid-edge Data’, (partly) financed by the Dutch Research Council (NWO), through the Perspectief funding instrument under number P19-25.

FundersFunder number
Nederlandse Organisatie voor Wetenschappelijk OnderzoekP19-25

    UN SDGs

    This output contributes to the following UN Sustainable Development Goals (SDGs)

    1. SDG 7 - Affordable and Clean Energy
      SDG 7 Affordable and Clean Energy

    Keywords

    • AC OPF
    • Aggregator
    • Benders decomposition
    • Hierarchical framework
    • Local electricity market
    • Local flexibility market
    • Multi-cut
    • Peer-to-peer
    • Virtual power plant

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