面向产业集聚区流程化工序能源需求的综合能源优化配置OA
Optimal Configuration of Integrated Energy for Energy Demand in Process of Service Industry Agglomeration Zones
产业集聚区涵盖工业生产全流程,其复杂的产业链结构和多元化的能源需求为优化配置和碳减排提供了巨大潜力.为此,文中提出一种服务产业集聚区流程化工序能源需求的综合能源优化配置方法.首先,根据各生产环节差异化的用能需求,将产业集聚区供能划分为服务工艺流程差异的多综合能源系统;然后,将系统运行经济性与工业生产全流程碳排放作为优化目标,构建综合能源双层优化配置模型;最后,以半导体产业集聚区为例,考虑流程化工序能源需求的关联性约束,通过混合自适应交叉变异改进非支配排序遗传算法,基于工业生产灵活用能实现设备容量的优化配置.仿真结果表明,该配置方法在兼顾产业集聚区运行经济性及碳减排的要求下,实现了多综合能源的优化配置.
Industry agglomeration zones encompass the entire industrial production process.Their complex industrial chain structures and diversified energy demands offer significant potential for optimal configuration and carbon emission reduction.To this end,an integrated energy optimal configuration method is proposed for the energy demand in the process of service industry agglomeration zones.First,based on the differentiated energy utilization demands in various production stages,the energy supply of the industry agglomeration zones is divided into multiple integrated energy systems that serve distinct industrial processes.Then,taking the system operation economy and carbon emissions throughout the entire industrial production process as optimization objectives,a bi-level optimal configuration model of integrated energy is constructed.Finally,taking a semiconductor industry agglomeration zone as an example and considering the correlation constraints in the processes of energy demands,an improved non-dominated sorting genetic algorithm(NSGA-Ⅱ)by hybrid adaptive crossover-mutation is used to optimize the equipment capacity configuration based on flexible energy utilization in the industrial production.Simulation results demonstrate that the proposed configuration method achieves optimal configuration of multiple integrated energy systems while balancing the operation economy and carbon emission reduction requirements of industry agglomeration zones.
梁睿;陈逸翔;丁宣升;陈曙光;王飞;张潇
中国矿业大学电气工程学院,江苏省 徐州市 221116中国矿业大学电气工程学院,江苏省 徐州市 221116中国矿业大学电气工程学院,江苏省 徐州市 221116中国矿业大学电气工程学院,江苏省 徐州市 221116中国矿业大学电气工程学院,江苏省 徐州市 221116||国网江苏省电力有限公司徐州供电分公司,江苏省 徐州市 221000国网江苏省电力有限公司徐州供电分公司,江苏省 徐州市 221000
产业集聚区综合能源系统碳减排关联性约束优化配置混合自适应交叉变异
industry agglomeration zoneintegrated energy systemcarbon emission reductioncorrelation constraintsoptimal configurationhybrid adaptive crossover-mutation
《电力系统自动化》 2026 (5)
44-53,10
江苏省碳达峰碳中和科技创新专项资金资助项目(BE2022609)徐州市"双碳"专项基础研究项目(KC23076). This work is supported by Jiangsu Provincial Science and Technology Innovation Special Fund for Carbon Emission Peak and Carbon Neutrality(No.BE2022609)and Xuzhou Special Fund for"Dual Carbon"Basic Research Project(No.KC23076).
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