A Multi factor Modified VPP Benefit Allocation Strategy Based on Shapley Value Method

This article aims to establish a mechanism and strategy for the coordinated operation and benefit distribution of multiple virtual power plants (VPPs) in the face of an open electricity market. Firstly, a single VPP optimization scheduling model is established, followed by the introduction of the concept of a VPP operation platform. A master-slave game optimization model is established between the operation platform and multiple VPPs to achieve coordinated and optimized operation of multiple VPPs. Finally, based on cooperative game relationships, a multi factor modified benefit allocation strategy based on the Shapley value method is established, and the operating costs are reasonably allocated and demonstrated through simulation examples.

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Publication Details

Published
2024-09-27
DOI
https://doi.org/10.1109/icepg63230.2024.10775355
Citations
1
Primary Topic
Electric Power System Optimization
Type
article
Field-Weighted Citation Impact
0.21

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A Multi factor Modified VPP Benefit Allocation Strategy Based on Shapley Value Method

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A Multi factor Modified VPP Benefit Allocation Strategy Based on Shapley Value Method

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article en
1 citations

Abstract

This article aims to establish a mechanism and strategy for the coordinated operation and benefit distribution of multiple virtual power plants (VPPs) in the face of an open electricity market. Firstly, a single VPP optimization scheduling model is established, followed by the introduction of the concept of a VPP operation platform. A master-slave game optimization model is established between the operation platform and multiple VPPs to achieve coordinated and optimized operation of multiple VPPs. Finally, based on cooperative game relationships, a multi factor modified benefit allocation strategy based on the Shapley value method is established, and the operating costs are reasonably allocated and demonstrated through simulation examples.

Harbin Institute of Technology (CN), Harbin Electric Corporation (China) (CN)
Science and Technology Project of State Grid
Openalex Percentile: Top 45%
Electric Power System Optimization
0.21
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