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Title
Research on carbon abatement coal blending optimization model and low carbon operation strategy for thermal power based on two-layer programming
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作者
王红蕾魏巍吴承诺
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Author
WANG Honglei;WEI Wei;WU Chengnuo
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单位
贵州大学 管理学院贵州省“互联网+”协同智能制造重点实验室中国电建集团 贵州电力设计研究院有限公司贵州大学 电气工程学院
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Organization
School of Management,Guizhou University
Collaborative Intelligent Manufacturing Key Laboratory
Research Institute Co. Ltd.,China Electric Construction Group
School of Electrical Engineering,Guizhou University
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摘要
随着“双碳”目标升级为国家战略,煤电作为发电行业减碳的重中之重,火电厂在碳排放量的限制上面临巨大的考验。针对火电生产中的碳排放问题及成本控制要求,构建了一个融合碳排放与经济性分析的双层规划配煤优化模型策略,该优化致力于寻求环境影响降低与成本节约之间的最佳平衡点,确保决策过程的系统性和多维评估,为火电厂管理层提供了切实可行的配煤策略。通过对贵州某火电厂常用的10种单煤掺烧仿真优化结果表明,在考虑一定的经济利益下,该优化策略最大可以提升火电机组发电效率4%,有效降低碳排放6.6%,为火电行业响应国家“双碳”战略、推进低碳、高效发电转型提供了新的方法。
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Abstract
With the upgrading of the "dual carbon" target to a national strategy,coal-fired power plants,as the top priority for reducing carbon emissions in the power generation industry,face enormous challenges in limiting carbon emissions.In response to the carbon emission issues and cost control requirements in thermal power production,the paper constructs a bi-level programming coal blending optimization model strategy that integrates carbon emissions and economic analysis.This optimization aims to find the optimal balance between reducing environmental impact and saving costs,ensuring systematic and multi-dimensional evaluation of the decision-making process,and providing practical coal blending strategies for the management of thermal power plants. The simulation optimization results of 10 commonly used single coal co firing strategies in a thermal power plant in Guizhou show that,considering certain economic benefits,this optimization strategy can improve the power generation efficiency of the thermal power unit by up to 4% and effectively reduce carbon emissions by 6.6%,providing a new method for the thermal power industry to respond to the national "dual carbon" strategy and promote low-carbon and efficient power generation transformation.
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关键词
双层规划配煤优化碳减排碳排放配额改进NSGA-Ⅱ算法
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KeyWords
two-level programming;coal blending optimization;carbon reduction;carbon emission quotas;improved NSGA-Ⅱ algorithm
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引用格式
王红蕾, 魏巍, 吴承诺. 基于双层规划的碳减排火电配煤优化模型和低碳运行策略. 煤炭经济研究. 2025, 45(1): 95-102
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Citation
WANG Honglei, WEI Wei, WU Chengnuo. Research on carbon abatement coal blending optimization model and low carbon operation strategy for thermal power based on two-layer programming. Coal Economic Research. 2025, 45(1): 95-102