Multi-agent game operation of regional integrated energy system based on carbon emission flow
In the process of promoting energy green transformation, the optimization of regional integrated energy system faces many challenges such as cooperative management, energy saving and emission reduction, as well as uncertainty of new energy output. Therefore, this paper proposes a multi-agent game op...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Frontiers Media S.A.
2024-01-01
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| Series: | Frontiers in Energy Research |
| Subjects: | |
| Online Access: | https://www.frontiersin.org/articles/10.3389/fenrg.2023.1333907/full |
| _version_ | 1797367750560055296 |
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| author | Li Zhang Dong Pan Bao Wang Jianxiong Jia Zhumeng Song Xin Zhang |
| author_facet | Li Zhang Dong Pan Bao Wang Jianxiong Jia Zhumeng Song Xin Zhang |
| author_sort | Li Zhang |
| collection | DOAJ |
| description | In the process of promoting energy green transformation, the optimization of regional integrated energy system faces many challenges such as cooperative management, energy saving and emission reduction, as well as uncertainty of new energy output. Therefore, this paper proposes a multi-agent game operation method of regional integrated energy system based on carbon emission flow. First, this paper establishes a carbon emission flow calculation model for each subject, and proposes a comprehensive tariff model based on the carbon emission flow, which discounts the carbon emissions from the power supply side to the power consumption side. Secondly, considering the interests of each subject, this paper establishes the decision-making model of each subject. And the new energy uncertainty, the cost of energy preference of prosumers, and the thermal inertia of buildings are considered in the decision model. Finally, the model is solved using differential evolution algorithm and solver. The case study verifies that the comprehensive electricity pricing model based on carbon emission flow developed in this paper can play a role in balancing economy and low carbon. |
| first_indexed | 2024-03-08T17:21:44Z |
| format | Article |
| id | doaj.art-62ad0a17cbdb4150aa5e3c6c12d17223 |
| institution | Directory Open Access Journal |
| issn | 2296-598X |
| language | English |
| last_indexed | 2024-03-08T17:21:44Z |
| publishDate | 2024-01-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Energy Research |
| spelling | doaj.art-62ad0a17cbdb4150aa5e3c6c12d172232024-01-03T04:34:47ZengFrontiers Media S.A.Frontiers in Energy Research2296-598X2024-01-011110.3389/fenrg.2023.13339071333907Multi-agent game operation of regional integrated energy system based on carbon emission flowLi Zhang0Dong Pan1Bao Wang2Jianxiong Jia3Zhumeng Song4Xin Zhang5Economic and Technological Research Institute of State Grid Anhui Electric Power Company, Hefei, ChinaEconomic and Technological Research Institute of State Grid Anhui Electric Power Company, Hefei, ChinaEconomic and Technological Research Institute of State Grid Anhui Electric Power Company, Hefei, ChinaEconomic and Technological Research Institute of State Grid Anhui Electric Power Company, Hefei, ChinaEconomic and Technological Research Institute of State Grid Anhui Electric Power Company, Hefei, ChinaSchool of Electrical and Information Engineering, Tianjin University, Tianjin, ChinaIn the process of promoting energy green transformation, the optimization of regional integrated energy system faces many challenges such as cooperative management, energy saving and emission reduction, as well as uncertainty of new energy output. Therefore, this paper proposes a multi-agent game operation method of regional integrated energy system based on carbon emission flow. First, this paper establishes a carbon emission flow calculation model for each subject, and proposes a comprehensive tariff model based on the carbon emission flow, which discounts the carbon emissions from the power supply side to the power consumption side. Secondly, considering the interests of each subject, this paper establishes the decision-making model of each subject. And the new energy uncertainty, the cost of energy preference of prosumers, and the thermal inertia of buildings are considered in the decision model. Finally, the model is solved using differential evolution algorithm and solver. The case study verifies that the comprehensive electricity pricing model based on carbon emission flow developed in this paper can play a role in balancing economy and low carbon.https://www.frontiersin.org/articles/10.3389/fenrg.2023.1333907/fullIEScarbon emission flowmulti-agent gamedemand responsethermal inertia of buildings |
| spellingShingle | Li Zhang Dong Pan Bao Wang Jianxiong Jia Zhumeng Song Xin Zhang Multi-agent game operation of regional integrated energy system based on carbon emission flow Frontiers in Energy Research IES carbon emission flow multi-agent game demand response thermal inertia of buildings |
| title | Multi-agent game operation of regional integrated energy system based on carbon emission flow |
| title_full | Multi-agent game operation of regional integrated energy system based on carbon emission flow |
| title_fullStr | Multi-agent game operation of regional integrated energy system based on carbon emission flow |
| title_full_unstemmed | Multi-agent game operation of regional integrated energy system based on carbon emission flow |
| title_short | Multi-agent game operation of regional integrated energy system based on carbon emission flow |
| title_sort | multi agent game operation of regional integrated energy system based on carbon emission flow |
| topic | IES carbon emission flow multi-agent game demand response thermal inertia of buildings |
| url | https://www.frontiersin.org/articles/10.3389/fenrg.2023.1333907/full |
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