Benefit allocation of electricity–gas–heat–hydrogen integrated energy system based on Shapley value
The integrated energy system is an important development direction for achieving energy transformation in the context of the low-carbon development era, and an integrated energy system that uses renewable energy can reduce carbon emissions and improve energy utilization efficiency. The electric powe...
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Veröffentlicht in: | Clean Energy 2023-12, Vol.7 (6), p.1381-1390 |
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description | The integrated energy system is an important development direction for achieving energy transformation in the context of the low-carbon development era, and an integrated energy system that uses renewable energy can reduce carbon emissions and improve energy utilization efficiency. The electric power network and the natural gas network are important transmission carriers in the energy field, so the coupling relationship between them has been of wide concern. This paper establishes an integrated energy system considering electricity, gas, heat and hydrogen loads; takes each subject in the integrated energy system as the research object; analyses the economic returns of each subject under different operation modes; applies the Shapley value method for benefit allocation; and quantifies the contribution value of the subject to the alliance through different influencing factors to revise the benefit allocation value. Compared with the independent mode, the overall benefits of the integrated energy system increase in the cooperative mode and the benefits of all subjects increase. Due to the different characteristics of different subjects in terms of environmental benefits, collaborative innovation and risk sharing, the benefit allocation is reduced for new-energy subjects and increased for power-to-gas subjects and combined heat and power generation units after revising the benefit allocation, to improve the matching degree between the contribution level and the benefit allocation under the premise of increased profit for each subject. The cooperative mode effectively enhances the economic benefits of the system as a whole and individually, and provides a useful reference for the allocation of benefits of integrated energy systems. The analysis shows that the revised benefit distribution under the cooperative model increases by 3.86%, 4.08% and 3.13% for power-to-gas subjects, combined heat and power generation units, and new-energy units, respectively, compared with the independent function model.
The Shapley value method is applied for benefit allocation in an integrated energy system with electricity, gas, heat and hydrogen loads. The cooperative mode enhances the economic benefits of the system as a whole and, individually, and provides a useful reference for the allocation of benefits of integrated energy systems.
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doi_str_mv | 10.1093/ce/zkad062 |
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fullrecord | <record><control><sourceid>gale_cross</sourceid><recordid>TN_cdi_crossref_primary_10_1093_ce_zkad062</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A785026774</galeid><oup_id>10.1093/ce/zkad062</oup_id><sourcerecordid>A785026774</sourcerecordid><originalsourceid>FETCH-LOGICAL-c363t-f514ebd3bb1bfcb25dc8a311f0bad1fe27229788320d91eeb84f34deae7f7cdb3</originalsourceid><addsrcrecordid>eNp9kMtKAzEUhgdRsGg3PkE2LhTG5jKZy7IWL8WCggruQi4n0-B0piSpOK58B9_QJ3FKu3Zz_sPh4-PwJ8kZwVcEV2yiYfL1Lg3O6UEyopzwlFX52-F-zyjDx8k4BKcwpyXneUFGibuGFqyLSDZNp2V0XYs6i6ABHb3TLva_3z-1DMNcgozb6I3vamiRayPUXkYwaHD4ukehDxFWSMkw3AbR81KuG-jRh2w2cJocWdkEGO_zJHm9vXmZ3aeLx7v5bLpINctZTC0nGSjDlCLKakW50aVkhFispCEWaEFpVZQlo9hUBECVmWWZAQmFLbRR7CS52Hlr2YBwre6GPz9jLTchiIenuZgWJcc0L4psYC93rPZdCB6sWHu3kr4XBIttp0KD2Hc6wOc7uNus_-P-ACEkfUg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Benefit allocation of electricity–gas–heat–hydrogen integrated energy system based on Shapley value</title><source>Oxford Journals Open Access Collection</source><source>DOAJ Directory of Open Access Journals</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><creator>Liu, Yujiao ; Li, Yan ; Rong, Yiping ; Li, Guoliang ; Wang, Ruiqi ; Zhou, Haini</creator><creatorcontrib>Liu, Yujiao ; Li, Yan ; Rong, Yiping ; Li, Guoliang ; Wang, Ruiqi ; Zhou, Haini</creatorcontrib><description>The integrated energy system is an important development direction for achieving energy transformation in the context of the low-carbon development era, and an integrated energy system that uses renewable energy can reduce carbon emissions and improve energy utilization efficiency. The electric power network and the natural gas network are important transmission carriers in the energy field, so the coupling relationship between them has been of wide concern. This paper establishes an integrated energy system considering electricity, gas, heat and hydrogen loads; takes each subject in the integrated energy system as the research object; analyses the economic returns of each subject under different operation modes; applies the Shapley value method for benefit allocation; and quantifies the contribution value of the subject to the alliance through different influencing factors to revise the benefit allocation value. Compared with the independent mode, the overall benefits of the integrated energy system increase in the cooperative mode and the benefits of all subjects increase. Due to the different characteristics of different subjects in terms of environmental benefits, collaborative innovation and risk sharing, the benefit allocation is reduced for new-energy subjects and increased for power-to-gas subjects and combined heat and power generation units after revising the benefit allocation, to improve the matching degree between the contribution level and the benefit allocation under the premise of increased profit for each subject. The cooperative mode effectively enhances the economic benefits of the system as a whole and individually, and provides a useful reference for the allocation of benefits of integrated energy systems. The analysis shows that the revised benefit distribution under the cooperative model increases by 3.86%, 4.08% and 3.13% for power-to-gas subjects, combined heat and power generation units, and new-energy units, respectively, compared with the independent function model.
The Shapley value method is applied for benefit allocation in an integrated energy system with electricity, gas, heat and hydrogen loads. The cooperative mode enhances the economic benefits of the system as a whole and, individually, and provides a useful reference for the allocation of benefits of integrated energy systems.
Graphical Abstract</description><identifier>ISSN: 2515-4230</identifier><identifier>EISSN: 2515-396X</identifier><identifier>DOI: 10.1093/ce/zkad062</identifier><language>eng</language><publisher>UK: Oxford University Press</publisher><subject>Air quality management ; Alternative energy sources ; Cogeneration power plants ; Electric power production ; Electric power transmission ; Hydrogen ; Hydrogen as fuel ; Natural gas</subject><ispartof>Clean Energy, 2023-12, Vol.7 (6), p.1381-1390</ispartof><rights>The Author(s) 2023. Published by Oxford University Press on behalf of National Institute of Clean-and-Low-Carbon Energy 2023</rights><rights>COPYRIGHT 2023 Oxford University Press</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c363t-f514ebd3bb1bfcb25dc8a311f0bad1fe27229788320d91eeb84f34deae7f7cdb3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,860,27901,27902</link.rule.ids></links><search><creatorcontrib>Liu, Yujiao</creatorcontrib><creatorcontrib>Li, Yan</creatorcontrib><creatorcontrib>Rong, Yiping</creatorcontrib><creatorcontrib>Li, Guoliang</creatorcontrib><creatorcontrib>Wang, Ruiqi</creatorcontrib><creatorcontrib>Zhou, Haini</creatorcontrib><title>Benefit allocation of electricity–gas–heat–hydrogen integrated energy system based on Shapley value</title><title>Clean Energy</title><description>The integrated energy system is an important development direction for achieving energy transformation in the context of the low-carbon development era, and an integrated energy system that uses renewable energy can reduce carbon emissions and improve energy utilization efficiency. The electric power network and the natural gas network are important transmission carriers in the energy field, so the coupling relationship between them has been of wide concern. This paper establishes an integrated energy system considering electricity, gas, heat and hydrogen loads; takes each subject in the integrated energy system as the research object; analyses the economic returns of each subject under different operation modes; applies the Shapley value method for benefit allocation; and quantifies the contribution value of the subject to the alliance through different influencing factors to revise the benefit allocation value. Compared with the independent mode, the overall benefits of the integrated energy system increase in the cooperative mode and the benefits of all subjects increase. Due to the different characteristics of different subjects in terms of environmental benefits, collaborative innovation and risk sharing, the benefit allocation is reduced for new-energy subjects and increased for power-to-gas subjects and combined heat and power generation units after revising the benefit allocation, to improve the matching degree between the contribution level and the benefit allocation under the premise of increased profit for each subject. The cooperative mode effectively enhances the economic benefits of the system as a whole and individually, and provides a useful reference for the allocation of benefits of integrated energy systems. The analysis shows that the revised benefit distribution under the cooperative model increases by 3.86%, 4.08% and 3.13% for power-to-gas subjects, combined heat and power generation units, and new-energy units, respectively, compared with the independent function model.
The Shapley value method is applied for benefit allocation in an integrated energy system with electricity, gas, heat and hydrogen loads. The cooperative mode enhances the economic benefits of the system as a whole and, individually, and provides a useful reference for the allocation of benefits of integrated energy systems.
Graphical Abstract</description><subject>Air quality management</subject><subject>Alternative energy sources</subject><subject>Cogeneration power plants</subject><subject>Electric power production</subject><subject>Electric power transmission</subject><subject>Hydrogen</subject><subject>Hydrogen as fuel</subject><subject>Natural gas</subject><issn>2515-4230</issn><issn>2515-396X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>TOX</sourceid><sourceid>KPI</sourceid><recordid>eNp9kMtKAzEUhgdRsGg3PkE2LhTG5jKZy7IWL8WCggruQi4n0-B0piSpOK58B9_QJ3FKu3Zz_sPh4-PwJ8kZwVcEV2yiYfL1Lg3O6UEyopzwlFX52-F-zyjDx8k4BKcwpyXneUFGibuGFqyLSDZNp2V0XYs6i6ABHb3TLva_3z-1DMNcgozb6I3vamiRayPUXkYwaHD4ukehDxFWSMkw3AbR81KuG-jRh2w2cJocWdkEGO_zJHm9vXmZ3aeLx7v5bLpINctZTC0nGSjDlCLKakW50aVkhFispCEWaEFpVZQlo9hUBECVmWWZAQmFLbRR7CS52Hlr2YBwre6GPz9jLTchiIenuZgWJcc0L4psYC93rPZdCB6sWHu3kr4XBIttp0KD2Hc6wOc7uNus_-P-ACEkfUg</recordid><startdate>20231201</startdate><enddate>20231201</enddate><creator>Liu, Yujiao</creator><creator>Li, Yan</creator><creator>Rong, Yiping</creator><creator>Li, Guoliang</creator><creator>Wang, Ruiqi</creator><creator>Zhou, Haini</creator><general>Oxford University Press</general><scope>TOX</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>KPI</scope></search><sort><creationdate>20231201</creationdate><title>Benefit allocation of electricity–gas–heat–hydrogen integrated energy system based on Shapley value</title><author>Liu, Yujiao ; Li, Yan ; Rong, Yiping ; Li, Guoliang ; Wang, Ruiqi ; Zhou, Haini</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c363t-f514ebd3bb1bfcb25dc8a311f0bad1fe27229788320d91eeb84f34deae7f7cdb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Air quality management</topic><topic>Alternative energy sources</topic><topic>Cogeneration power plants</topic><topic>Electric power production</topic><topic>Electric power transmission</topic><topic>Hydrogen</topic><topic>Hydrogen as fuel</topic><topic>Natural gas</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Liu, Yujiao</creatorcontrib><creatorcontrib>Li, Yan</creatorcontrib><creatorcontrib>Rong, Yiping</creatorcontrib><creatorcontrib>Li, Guoliang</creatorcontrib><creatorcontrib>Wang, Ruiqi</creatorcontrib><creatorcontrib>Zhou, Haini</creatorcontrib><collection>Oxford Journals Open Access Collection</collection><collection>CrossRef</collection><collection>Gale In Context: Global Issues</collection><jtitle>Clean Energy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Liu, Yujiao</au><au>Li, Yan</au><au>Rong, Yiping</au><au>Li, Guoliang</au><au>Wang, Ruiqi</au><au>Zhou, Haini</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Benefit allocation of electricity–gas–heat–hydrogen integrated energy system based on Shapley value</atitle><jtitle>Clean Energy</jtitle><date>2023-12-01</date><risdate>2023</risdate><volume>7</volume><issue>6</issue><spage>1381</spage><epage>1390</epage><pages>1381-1390</pages><issn>2515-4230</issn><eissn>2515-396X</eissn><abstract>The integrated energy system is an important development direction for achieving energy transformation in the context of the low-carbon development era, and an integrated energy system that uses renewable energy can reduce carbon emissions and improve energy utilization efficiency. The electric power network and the natural gas network are important transmission carriers in the energy field, so the coupling relationship between them has been of wide concern. This paper establishes an integrated energy system considering electricity, gas, heat and hydrogen loads; takes each subject in the integrated energy system as the research object; analyses the economic returns of each subject under different operation modes; applies the Shapley value method for benefit allocation; and quantifies the contribution value of the subject to the alliance through different influencing factors to revise the benefit allocation value. Compared with the independent mode, the overall benefits of the integrated energy system increase in the cooperative mode and the benefits of all subjects increase. Due to the different characteristics of different subjects in terms of environmental benefits, collaborative innovation and risk sharing, the benefit allocation is reduced for new-energy subjects and increased for power-to-gas subjects and combined heat and power generation units after revising the benefit allocation, to improve the matching degree between the contribution level and the benefit allocation under the premise of increased profit for each subject. The cooperative mode effectively enhances the economic benefits of the system as a whole and individually, and provides a useful reference for the allocation of benefits of integrated energy systems. The analysis shows that the revised benefit distribution under the cooperative model increases by 3.86%, 4.08% and 3.13% for power-to-gas subjects, combined heat and power generation units, and new-energy units, respectively, compared with the independent function model.
The Shapley value method is applied for benefit allocation in an integrated energy system with electricity, gas, heat and hydrogen loads. The cooperative mode enhances the economic benefits of the system as a whole and, individually, and provides a useful reference for the allocation of benefits of integrated energy systems.
Graphical Abstract</abstract><cop>UK</cop><pub>Oxford University Press</pub><doi>10.1093/ce/zkad062</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Air quality management Alternative energy sources Cogeneration power plants Electric power production Electric power transmission Hydrogen Hydrogen as fuel Natural gas |
title | Benefit allocation of electricity–gas–heat–hydrogen integrated energy system based on Shapley value |
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