广东电力2025，Vol.38Issue(1)：51-62,12.DOI:10.3969/j.issn.1007-290X.2025.01.006
计及氢能多元需求的工业园区综合能源系统经济低碳运行
Economic and Low-carbon Operation of Integrated Energy System in Industrial Park Considering Multi-demand of Hydrogen Energy
摘要
Abstract
In view of the increasing and diversified demand of hydrogen energy,this paper proposes a strategy of economic and low-carbon operation of comprehensive energy system in industrial park with the diversified demand of hydrogen energy.Firstly,it explores the different sources of hydrogen energy demand and the differences of consumption and time characteristics of hydrogen energy demand in the industrial park,and establishes the model of energy storage system in industrial park.Secondly,it constructs the two-layer optimization model of integrated energy system in industrial park,and uses the deep deterministic policy gradient(DDPG)for solution.Finally,it selects an industrial park for example analysis to compare the operation results in the three scenarios.The results show that after the introduction of agents to adjust the charging load of new energy vehicles and configure the energy storage system,the power purchase cost of the industrial park was reduced by 15.8%,the revenue of the comprehensive energy system operators increased by 6.85%,and the carbon emission of the industrial park was reduced by 3.99%.关键词
氢能多元需求/园区综合能源系统/双层优化模型/深度确定性策略梯度算法/新能源汽车Key words
diversified demand of hydrogen energy/park integrated energy system/double-layer optimization model/deep deterministic policy gradient/new energy vehicle分类
动力与电气工程引用本文复制引用
杨家辉,闫庆友,郭红珍..计及氢能多元需求的工业园区综合能源系统经济低碳运行[J].广东电力,2025,38(1):51-62,12.基金项目
国家重点研发计划项目(2020YFB1707801) （2020YFB1707801）
国家重点研发计划项目(2020YFB1707801) （2020YFB1707801）
