基于既有能源管理系统的城轨车站碳核算体系构建与协同优化研究OA
Study on Construction of Carbon Accounting System and Collaborative Optimization for Urban Rail Stations Based on Existing Energy Management Systems
在"双碳"战略背景下,城市轨道交通作为大运量、高频率的环保公共交通方式,其车站级能耗与碳排放问题备受关注.针对既有能源管理系统存在的碳排放监测盲区,提出"数据层复用、算法层增强、应用层迭代"的渐进式升级路径,构建碳核算与能源管理协同优化系统.通过V型模型定义系统升级需求矩阵,搭建"物理层复用-信息层扩展"CPS融合框架,夯实系统架构基础;创新提出动态碳排放转换矩阵,集成电力间接排放、燃气直接排放和制冷剂隐形排放3类核算路径,实现碳排放的全面精准计量;设计"四层两轴"协同架构,引进基于改进多目标粒子群算法,形成高效协同优化策略.经仿真实验验证,该碳能协同优化机制具备显著成效.研究成果为城轨车站提供了一套可复制、可推广的碳能协同管理技术方案,对推动绿色城轨建设、助力"双碳"目标达成具有重要的实践意义.
Against the backdrop of the"carbon peaking and carbon neutrality"strategy,station-level energy consumption and carbon emissions in urban rail transit,which is an environmentally friendly public transportation mode characterized by large capacity and high frequency,are gaining increasing attention.To address the blind spots of carbon emission monitoring in existing energy management systems,this study proposed a progressive upgrade path:"data layer reuse,algorithm layer enhancement,and application layer iteration"and constructed a collaborative optimization system for carbon accounting and energy management through a V-model to define the system upgrade requirement matrix;a CPS integration framework of"physical layer reuse and information layer expansion"was established to lay a solid architectural foundation.A dynamic carbon emission transfer matrix was innovatively proposed,integrating three accounting paths:indirect power emissions,direct gas emissions,and invisible refrigerant emissions,to achieve comprehensive and accurate carbon emission measurement.A"four-layer two-axis"collaborative architecture was designed,and an improved multi-objective particle swarm optimization algorithm was introduced to form an efficient collaborative optimization strategy.Simulation experiments verified that the carbon-energy collaborative optimization mechanism achieved remarkable effects.The results offer a replicable and propagable technical solution for carbon-energy collaborative management in urban rail stations,contributing to the development of green urban rail and supporting the"carbon peaking and carbon neutrality"goals.
韩佩瑶;杜呈欣;张铭;田源;陶韬
中国铁道科学研究院集团有限公司 电子计算技术研究所,北京 100081中国铁道科学研究院集团有限公司 电子计算技术研究所,北京 100081中国铁道科学研究院集团有限公司 电子计算技术研究所,北京 100081中国铁道科学研究院集团有限公司 电子计算技术研究所,北京 100081中国铁道科学研究院集团有限公司 北京经纬信息技术有限公司,北京 100081
交通工程
城轨车站能源管理系统碳核算协同优化联动耦合
Urban Rail StationsEnergy Management SystemCarbon AccountingCollaborative OptimizationLinkage and Coupling
《铁道运输与经济》 2026 (1)
99-109,11
中国铁道科学研究院集团有限公司科研项目(2024YJ115)
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