电力需求侧管理2024，Vol.26Issue(1)：23-30,8.DOI:10.3969/j.issn.1009-1831.2024.01.004
中央空调负荷精细化调控双层优化技术研究
Research on refined regulation for two-layer optimization technology of central air-conditioning load
摘要
Abstract
Aiming at the problem that the extensive regulation of the current central air-conditioning system cannot accurately release the potential of regulation,a technical scheme for refined regulation and control of central air-conditioning load is proposed based on bilevel optimization after elaborate analysis of the operating principle and accommodation mode of each subsystem of central air-conditioning.Firstly,a upper-level control model based on the objective function of comfort and economy optimization is established.Secondly,it is sup-posed to establish the optimization objective function of amenity and economy,and allocate the temperature and humidity setting points by the Shapley value method.Then,a lower regulation mode aiming at the lowest energy consumption of the optimal combination of subsys-tems is established,and ant colony algorithm is used to solve the optimization objective function.Then,by solving bilevel optimization,the refined regulation strategy including end fan,chilled water pump and chiller is formulated.Finally,numerical examples are used to verify the correctness and feasibility of the proposed technical scheme for refined regulation.关键词
中央空调负荷/双层优化/精细化调控/建筑湿热标度模型/蚁群算法/Shapley值法Key words
central air-conditioning load/two-layer optimization/refined regulation/humidity and heat scale model/ant colony/Shapley value method分类
信息技术与安全科学引用本文复制引用
陆旦宏,李思琦,杨婷,王玉莹,查云龙,倪敏珏..中央空调负荷精细化调控双层优化技术研究[J].电力需求侧管理,2024,26(1):23-30,8.基金项目
江苏省产学研和项目(BY2022056) （BY2022056）
江苏省大学生实践创新训练计划项目(202211276008Z) （202211276008Z）
