Distributed energy management for an electricity-heat-hydrogen integrated energy system based on ADMM

With the development of hydrogen energy and decarbonization goals, there is an increasing focus on the energy management of electricity-heat-hydrogen systems. This paper establishes an energy management framework of an electricity-heat-hydrogen integrated energy system based on ADMM, where the operator supplies both electricity and heat to the prosumers, while the prosumers provide the operator with hydrogen generated from excess energy. The diverse utilization of hydrogen including hydrogen compressed natural gas (HCNG), power-to-hydrogen (P2H), and hydrogen storage is integrated into the electricity-heat-hydrogen optimization model, which facilitates the integration of renewable energy sources. The optimization model of the operator that incorporates the diverse utilization of hydrogen, and the model of prosumers with flexible electrical and thermal loads are established. Based on ADMM framework, a distributed optimal scheduling model and an iterative algorithm based on ADMM are proposed. In the distributed iterative process, optimization can be accomplished with only minimal information sharing, which safeguards the privacy of both the prosumers and the operator. Finally, the effectiveness of the proposed method is verified by a case study.

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Publication Details

Journal
IET conference proceedings.
Published
2025-03-01
DOI
https://doi.org/10.1049/icp.2025.0406
Primary Topic
Integrated Energy Systems Optimization
Type
article
Field-Weighted Citation Impact
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Distributed energy management for an electricity-heat-hydrogen integrated energy system based on ADMM

Dengxin Ai, Xiaolong Jin, Hongjie Jia, Xiaodan Yu et al.
IET conference proceedings.
Integrated Energy Systems Optimization
article

Distributed energy management for an electricity-heat-hydrogen integrated energy system based on ADMM

Dengxin Ai, Xiaolong Jin, Hongjie Jia, Xiaodan Yu, Yunfei Mu, Jie Wang
article en

Abstract

With the development of hydrogen energy and decarbonization goals, there is an increasing focus on the energy management of electricity-heat-hydrogen systems. This paper establishes an energy management framework of an electricity-heat-hydrogen integrated energy system based on ADMM, where the operator supplies both electricity and heat to the prosumers, while the prosumers provide the operator with hydrogen generated from excess energy. The diverse utilization of hydrogen including hydrogen compressed natural gas (HCNG), power-to-hydrogen (P2H), and hydrogen storage is integrated into the electricity-heat-hydrogen optimization model, which facilitates the integration of renewable energy sources. The optimization model of the operator that incorporates the diverse utilization of hydrogen, and the model of prosumers with flexible electrical and thermal loads are established. Based on ADMM framework, a distributed optimal scheduling model and an iterative algorithm based on ADMM are proposed. In the distributed iterative process, optimization can be accomplished with only minimal information sharing, which safeguards the privacy of both the prosumers and the operator. Finally, the effectiveness of the proposed method is verified by a case study.

IET conference proceedings.Vol. 2024(33)
Tianjin University (CN), Tianjin Research Institute of Electric Science (China) (CN)
Affordable and clean energy
Openalex Percentile: Top 96%
Integrated Energy Systems Optimization
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Distributed energy management for an electricity-heat-hydrogen integrated energy system based on ADMM — Dengxin Ai, Xiaolong Jin, et al. · IET conference proceedings. (2025) | TGRS Research Map | TGRS