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

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Samenvatting

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.
Originele taal-2Engels
Artikelnummer123073
Aantal pagina's13
TijdschriftApplied Energy
Volume363
Vroegere onlinedatum26 mrt. 2024
DOI's
StatusGepubliceerd - 1 jun. 2024

Financiering

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.

FinanciersFinanciernummer
Nederlandse Organisatie voor Wetenschappelijk OnderzoekP19-25

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