首页|期刊导航|安徽大学学报(自然科学版)|考虑需求响应的居民园区综合能源系统混合鲁棒运行优化研究

考虑需求响应的居民园区综合能源系统混合鲁棒运行优化研究OA

Research on hybrid robust operation optimization of residential community integrated energy systems considering demand response

中文摘要英文摘要

为深入挖掘居民园区综合能源系统中需求侧与供能侧的协同作用,该文系统探讨了含需求侧精细化建模的居民园区综合能源系统鲁棒运行优化问题.首先,对居民园区的需求响应特性进行精细化建模,提出一种供能侧与需求侧协同的运行优化模型,通过需求侧与供能侧的协调与配合,提升系统的运行效率和经济性.其次,针对风光出力的不确定性,提出一种新的混合鲁棒优化方法,识别风光出力最恶劣场景.然后,设计一种双层求解方法对构建的鲁棒模型进行求解.最后,以夏季典型日为例进行案例研究,验证了所提模型和方法的有效性.结果表明,需求侧与供能侧的协同作用能够有效提升系统的运行灵活性,降低运行成本,并增强系统对风光出力不确定性的鲁棒性.

To deeply exploit the synergistic interaction between the demand side and supply side in residential community integrated energy systems,this study investigates a robust optimization model for the operation of residential community integrated energy systems with detailed demand-side modeling.First,a detailed modeling framework for characterizing demand response features is established,and an integrated operation optimization model coordinating the supply and demand sides is developed to enhance system operational efficiency and economy.Subsequently,a novel hybrid robust optimization approach is proposed to address uncertainties in wind and photovoltaic power output by identifying the worst-case scenarios.Then,a bi-level solution algorithm is designed to solve the established robust model.Finally,a case study based on a typical summer day is conducted to validate the effectiveness of the proposed model and method.The results demonstrate that the coordination between demand and supply sides can significantly improve system operational flexibility,reduce operating costs,and enhance robustness against uncertainties in wind and photovoltiac power output.

兰鸽;董颖超;王自成

新疆工程学院 能源工程学院,新疆 乌鲁木齐 830023新疆工程学院 能源工程学院,新疆 乌鲁木齐 830023安徽医科大学 卫生管理学院,安徽 合肥 230032

信息技术与安全科学

综合能源系统运行优化需求响应鲁棒优化不确定性热惯性

integrated energy systemoperational optimizationdemand responserobust optimizationuncertaintythermal inertia

《安徽大学学报(自然科学版)》 2026 (1)

53-64,12

国家自然科学基金资助项目(72361033)

10.3969/j.issn.1000-2162.2026.01.008

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