混合电力市场下面向低碳目标的碳排放溯源方法
作者信息
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中南大学自动化学院,长沙 410083
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张佳诚(2001),男,硕士研究生,研究方向为电力市场与碳计量,234612235@csu.edu.cn;
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赵宣茗(1994),男,博士研究生,研究方向为工业过程控制、低碳制造和电碳市场,zhaoxxm@csu.edu.cn;
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Carbon Emission Tracing Method Oriented to Low-Carbon Objectives in Hybrid Power Markets
Author information
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School of Automation, Central South University, Changsha 410083, China
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文章历史
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| 收稿日期 |
出版日期 |
| 2025-09-08 |
2026-06-20 |
PDF (3946K)
摘要
在混合电力市场中,交易耦合造成源荷间碳排放路径追踪复杂、网损碳责任分摊机制不明等问题,制约新型电力系统实现精准碳计量。为此面向低碳导向的碳排放管理目标设计了融合有向图建模与路径优化的碳排放路径追踪和网损双向分摊框架及实现方法。通过构建虚拟无损网络,实现双边交易与联营交易的解耦。针对双边交易单源-单汇的网络结构,引入碳排放因子优先机制,构建低碳路径优先分配的最大流模型。针对联营交易多源-多汇的网络结构,设计“先BFS排序后DFS追踪”的双向分摊机制,构建虚拟节点碳流分布的递推序列。算例表明,该框架有效提升了混合电力市场碳排放溯源的精准性与公平性,凸显了低碳导向下的路径追踪价值,为“双碳”目标下的低碳电力系统发展提供技术支撑。
Abstract
In hybrid electricity markets, the coupling of transactions complicates the tracing of carbon emission paths between sources and loads, while the mechanism for allocating carbon responsibilities associated with network losses remains unclear. These challenges hinder the realization of accurate carbon accounting in new electricity system. To address this challenge and align with low-carbon-oriented carbon management objectives, a framework and methodology for carbon emission path tracing and bidirectional allocation of network losses is proposed, integrating directed graph modeling with path optimization. A virtual lossless network is constructed to decouple bilateral trading from pool trading. For the single-source-single-sink structure of bilateral trading, a low-carbon path priority maximum flow model is developed by introducing a carbon emission factor-based prioritization mechanism. For the multi-source-multi-sink structure of pool trading, a “BFS ordering followed by DFS tracing” mechanism is designed to achieve bidirectional allocation, thereby a recursive sequence for virtual node carbon flow distribution is established. Case studies demonstrate that the proposed framework significantly enhances the accuracy and fairness of carbon emission tracing in hybrid markets, highlights the value of low-carbon-oriented path tracing, and provides technical support for the development of low-carbon power systems under the “dual-carbon” goals.
Graphical abstract
关键词
低碳导向
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图论
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混合电力市场
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网损分摊
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碳排放溯源
Key words
low-carbon orientation
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graph theory
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hybrid electricity market
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network loss allocation
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carbon emission tracing
Author summay
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张佳诚,赵宣茗,晏才鑫,曹伟,杨鑫,裘智峰.
混合电力市场下面向低碳目标的碳排放溯源方法[J].
南方电网技术, 2026, 20(6): 153-165 DOI:10.13648/j.cnki.issn1674-0629.2026.06.013
基金资助
国家自然科学基金资助项目(62073345)