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灵活性资源协调规划下的风光火储联合外送调度多目标优化模型

Multi-objective Optimization Model for Combined Dispatching of Wind,Solar and Fire Storage under Flexible Resource Coordination Planning
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摘要 为了解决电网接入风能和光能对电力系统产生消纳率降低和弃风与弃光的问题,设计了灵活性资源协调规划下的风光火储联合外送调度多目标优化模型。通过搜寻电网内部的储能装置,将其与具有分布特征的电源在空间上进行结合。在此基础上将风力、光伏、火力发电及储能系统四大部分进行综合性分析,设置四类设备的出力模型。考虑灵活性资源协调规划,设置目标函数,计算电网的运行成本以及环境成本,得到两类成本的约束条件,建立电网调度多目标优化模型。实验结果显示,该多目标优化模型在四个场景下的消纳功率分别为567 MW、542 MW、468 MW、1024 MW,经过该模型优化后的电网消纳明显优于优化前,且弃风与弃光功率也大幅度降低,可见该电网调度优化模型具备有效性。 In order to solve the problems of reduced absorption rate and abandonment of wind and solar energy in the power system caused by the integration of wind and solar energy into the power grid,a multi-objective optimization model for wind,solar,thermal,and storage joint external transmission scheduling under flexible resource coordination planning is designed by searching for energy storage devices inside the power grid and combining them with distributed power sources in space.On this basis,a comprehensive analysis is conducted on the four major parts of wind power generation,solar power generation,thermal power generation,and energy storage systems,and output models for the four types of equipment are set up.This paper considers flexible resource coordination planning,sets objective functions,calculates the operating and environmental costs of the power grid,obtains constraints for two types of costs,and establishes a multi-objective optimization model for power grid scheduling.The experimental results show that the absorption powers of the multi-objective optimization model in four scenarios are 567 MW,542 MW,468 MW,and 1024 MW,respectively.After optimization,the power consumption of the power grid is significantly better than before,and the abandoned wind and light power are also significantly reduced,indicating the effectiveness of the power grid scheduling optimization model.
作者 陈文涛 王万斌 田世东 CHEN Wentao;WANG Wanbin;TIAN Shidong(Enshi Power Supply Company of State Grid Hubei Electric Power Co.,Ltd.,Enshi 445000,China)
出处 《微型电脑应用》 2024年第5期153-157,共5页 Microcomputer Applications
关键词 灵活性资源协调规划 风力发电 光伏发电 火力发电 储能装置 多目标优化 flexible resource coordination planning wind-generated photovoltaics thermal power generation energy storage device multi-objective optimization
作者简介 陈文涛(1984-),男,硕士,高级工程师,研究方向为电网规划设计和新能源并网控制;王万斌(1970-),男,土家族,本科,高级工程师,研究方向为新能源发展和电网规划技术;田世东(1974-),男,土家族,本科,高级工程师,研究方向为新能源发展和电网规划管理。
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