A two-stage low-carbon economic coordinated dispatching model for generation-load-storage resources considering flexible supply-demand balance
With the changes in energy structure and system configuration, the uncertainty on both the supply and demand sides of the power system will significantly increase. The approach of increasing reserves to cope with the uncertainty is becoming unsustainable both technically and economically. It is nece...
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description | With the changes in energy structure and system configuration, the uncertainty on both the supply and demand sides of the power system will significantly increase. The approach of increasing reserves to cope with the uncertainty is becoming unsustainable both technically and economically. It is necessary to accurately characterize system flexibility and propose flexibility-oriented dispatching optimization strategies. Based on this, this paper conducts research on the evaluation system for flexibility supply-demand balance and the coordinated optimization dispatch strategy of generation-load-storage resources. Firstly, a flexibility demand-supply balance evaluation system is proposed, which covers the quantification of flexibility demand, the quantification of flexibility supply capability, and the design of flexibility metrics. Secondly, a two-stage optimization dispatching model for generation-load-storage resources is constructed. In stage 1, the optimization obtains the operating power of generation, load and storage resources to meet the load demand, while in stage 2, the flexibility supply potential is considered to optimize the redispatch power of the flexibility resources to meet the flexibility demand. Finally, simulations are conducted in a typical industrial park with generation, load, and storage resources, and the results show: 1) The quantification of flexibility demand based on the polytope form is more accurate, ensuring that the obtained flexibility supply-demand balance evaluation results can effectively support system flexibility dispatching; 2) Compared with the traditional dispatching strategy that consider reserve capacity, the operational cost of the dispatching strategy considering flexibility supply-demand characteristics in this paper decreased by 3.31%, environmental costs decreased by 4.56%, and the penalty cost for flexibility deficiency decreased by 17.37%. The research results can leverage the synergistic effect of generation -load-storage resources, achieving a scientific balance between the economy, low-carbon, and adequacy of the generation-load-storage system, and provide a scientific approach for considering flexible supply-demand balance in the power system dispatching, supporting the stable and sustainable operation of the high-penetration new energy system.
•A comprehensive evaluation system for flexible supply-demand balance is designed;•The flexibility demand quantification model based on the polytope form is constr |
doi_str_mv | 10.1016/j.apenergy.2024.123981 |
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•A comprehensive evaluation system for flexible supply-demand balance is designed;•The flexibility demand quantification model based on the polytope form is constructed;•A two-stage coordinated optimization dispatching model for generation-load-storage resources is constructed;•The two-stage dispatching power and costs of the generation-load-storage resources in 24 period are examined.</description><identifier>ISSN: 0306-2619</identifier><identifier>DOI: 10.1016/j.apenergy.2024.123981</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>Adequacy ; Coordinated dispatching ; energy ; Flexibility ; Flexibility demand ; Flexibility supply-demand balance ; operating costs ; supply balance ; synergism ; uncertainty</subject><ispartof>Applied energy, 2024-11, Vol.373, p.123981, Article 123981</ispartof><rights>2024 Elsevier Ltd</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c222t-9763f9d6e6caecf52b54ac0b6d5299421a4f186f22145572e072e5529d8f4d743</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0306261924013643$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids></links><search><creatorcontrib>Zhang, Yuanyuan</creatorcontrib><creatorcontrib>Zhao, Huiru</creatorcontrib><creatorcontrib>Qi, Ze</creatorcontrib><creatorcontrib>Li, Bingkang</creatorcontrib><title>A two-stage low-carbon economic coordinated dispatching model for generation-load-storage resources considering flexible supply-demand balance</title><title>Applied energy</title><description>With the changes in energy structure and system configuration, the uncertainty on both the supply and demand sides of the power system will significantly increase. The approach of increasing reserves to cope with the uncertainty is becoming unsustainable both technically and economically. It is necessary to accurately characterize system flexibility and propose flexibility-oriented dispatching optimization strategies. Based on this, this paper conducts research on the evaluation system for flexibility supply-demand balance and the coordinated optimization dispatch strategy of generation-load-storage resources. Firstly, a flexibility demand-supply balance evaluation system is proposed, which covers the quantification of flexibility demand, the quantification of flexibility supply capability, and the design of flexibility metrics. Secondly, a two-stage optimization dispatching model for generation-load-storage resources is constructed. In stage 1, the optimization obtains the operating power of generation, load and storage resources to meet the load demand, while in stage 2, the flexibility supply potential is considered to optimize the redispatch power of the flexibility resources to meet the flexibility demand. Finally, simulations are conducted in a typical industrial park with generation, load, and storage resources, and the results show: 1) The quantification of flexibility demand based on the polytope form is more accurate, ensuring that the obtained flexibility supply-demand balance evaluation results can effectively support system flexibility dispatching; 2) Compared with the traditional dispatching strategy that consider reserve capacity, the operational cost of the dispatching strategy considering flexibility supply-demand characteristics in this paper decreased by 3.31%, environmental costs decreased by 4.56%, and the penalty cost for flexibility deficiency decreased by 17.37%. The research results can leverage the synergistic effect of generation -load-storage resources, achieving a scientific balance between the economy, low-carbon, and adequacy of the generation-load-storage system, and provide a scientific approach for considering flexible supply-demand balance in the power system dispatching, supporting the stable and sustainable operation of the high-penetration new energy system.
•A comprehensive evaluation system for flexible supply-demand balance is designed;•The flexibility demand quantification model based on the polytope form is constructed;•A two-stage coordinated optimization dispatching model for generation-load-storage resources is constructed;•The two-stage dispatching power and costs of the generation-load-storage resources in 24 period are examined.</description><subject>Adequacy</subject><subject>Coordinated dispatching</subject><subject>energy</subject><subject>Flexibility</subject><subject>Flexibility demand</subject><subject>Flexibility supply-demand balance</subject><subject>operating costs</subject><subject>supply balance</subject><subject>synergism</subject><subject>uncertainty</subject><issn>0306-2619</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqFkMtOwzAQRbMAifL4BeQlmxTbSdxmR1XxkpDYwNpy7HFx5XiCnQL9Cb4ZR4U1i9Es5t4zM7coLhmdM8rE9XauBggQN_s5p7yeM161S3ZUzGhFRckFa0-K05S2lFLOOJ0V3ysyfmKZRrUB4vGz1Cp2GAhoDNg7TTRiNC6oEQwxLg1q1G8ubEiPBjyxGMlmWqhGh6H0qExmYZxoERLuooaUGSE5A3HyWQ9frvNA0m4Y_L400KtgSKe8ChrOi2OrfIKL335WvN7dvqwfyqfn-8f16qnUnPOxbBeisq0RILQCbRveNbXStBOm4W1bc6Zqy5bCcs7qpllwoLmaPDNLW5tFXZ0VVwfuEPF9B2mUvUsafD4CcJdkxZqaV2LZtlkqDlIdMaUIVg7R9SruJaNyCl1u5V_ocgpdHkLPxpuDEfIjHw6iTNpBftK4CHqUBt1_iB_nX5QA</recordid><startdate>20241101</startdate><enddate>20241101</enddate><creator>Zhang, Yuanyuan</creator><creator>Zhao, Huiru</creator><creator>Qi, Ze</creator><creator>Li, Bingkang</creator><general>Elsevier Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7S9</scope><scope>L.6</scope></search><sort><creationdate>20241101</creationdate><title>A two-stage low-carbon economic coordinated dispatching model for generation-load-storage resources considering flexible supply-demand balance</title><author>Zhang, Yuanyuan ; Zhao, Huiru ; Qi, Ze ; Li, Bingkang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c222t-9763f9d6e6caecf52b54ac0b6d5299421a4f186f22145572e072e5529d8f4d743</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Adequacy</topic><topic>Coordinated dispatching</topic><topic>energy</topic><topic>Flexibility</topic><topic>Flexibility demand</topic><topic>Flexibility supply-demand balance</topic><topic>operating costs</topic><topic>supply balance</topic><topic>synergism</topic><topic>uncertainty</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhang, Yuanyuan</creatorcontrib><creatorcontrib>Zhao, Huiru</creatorcontrib><creatorcontrib>Qi, Ze</creatorcontrib><creatorcontrib>Li, Bingkang</creatorcontrib><collection>CrossRef</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Applied energy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhang, Yuanyuan</au><au>Zhao, Huiru</au><au>Qi, Ze</au><au>Li, Bingkang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A two-stage low-carbon economic coordinated dispatching model for generation-load-storage resources considering flexible supply-demand balance</atitle><jtitle>Applied energy</jtitle><date>2024-11-01</date><risdate>2024</risdate><volume>373</volume><spage>123981</spage><pages>123981-</pages><artnum>123981</artnum><issn>0306-2619</issn><abstract>With the changes in energy structure and system configuration, the uncertainty on both the supply and demand sides of the power system will significantly increase. The approach of increasing reserves to cope with the uncertainty is becoming unsustainable both technically and economically. It is necessary to accurately characterize system flexibility and propose flexibility-oriented dispatching optimization strategies. Based on this, this paper conducts research on the evaluation system for flexibility supply-demand balance and the coordinated optimization dispatch strategy of generation-load-storage resources. Firstly, a flexibility demand-supply balance evaluation system is proposed, which covers the quantification of flexibility demand, the quantification of flexibility supply capability, and the design of flexibility metrics. Secondly, a two-stage optimization dispatching model for generation-load-storage resources is constructed. In stage 1, the optimization obtains the operating power of generation, load and storage resources to meet the load demand, while in stage 2, the flexibility supply potential is considered to optimize the redispatch power of the flexibility resources to meet the flexibility demand. Finally, simulations are conducted in a typical industrial park with generation, load, and storage resources, and the results show: 1) The quantification of flexibility demand based on the polytope form is more accurate, ensuring that the obtained flexibility supply-demand balance evaluation results can effectively support system flexibility dispatching; 2) Compared with the traditional dispatching strategy that consider reserve capacity, the operational cost of the dispatching strategy considering flexibility supply-demand characteristics in this paper decreased by 3.31%, environmental costs decreased by 4.56%, and the penalty cost for flexibility deficiency decreased by 17.37%. The research results can leverage the synergistic effect of generation -load-storage resources, achieving a scientific balance between the economy, low-carbon, and adequacy of the generation-load-storage system, and provide a scientific approach for considering flexible supply-demand balance in the power system dispatching, supporting the stable and sustainable operation of the high-penetration new energy system.
•A comprehensive evaluation system for flexible supply-demand balance is designed;•The flexibility demand quantification model based on the polytope form is constructed;•A two-stage coordinated optimization dispatching model for generation-load-storage resources is constructed;•The two-stage dispatching power and costs of the generation-load-storage resources in 24 period are examined.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.apenergy.2024.123981</doi></addata></record> |
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subjects | Adequacy Coordinated dispatching energy Flexibility Flexibility demand Flexibility supply-demand balance operating costs supply balance synergism uncertainty |
title | A two-stage low-carbon economic coordinated dispatching model for generation-load-storage resources considering flexible supply-demand balance |
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