典型文献
Time-efficient Strategic Power Dispatch for District Cooling Systems Considering Evolution of Cooling Load Uncertainties
文献摘要:
District cooling system(DCS)provides centralized chilled water to multiple buildings for air conditioning with high energy-efficiency and operational flexibility.It is one of the most popular cooling systems for large buildings in modern cities and an important demand response source for power systems.In order to enhance its energy efficiency and utilize its flexibility,strategic operation is indispensable.However,finding an optimal policy for DCS operation is a challenging task because of the high inter-connectivity among components.The evolution of cooling load uncertainties further increases the difficulties.This paper addresses the aforementioned challenges by proposing a novel optimal power dispatch model for DCS.The proposed model optimizes water temperature and mass flow rates simultaneously to improve the energy efficiency as much as possible.It also explicitly describes the uncertainty accumulation and propaga-tion.Chance-constrained programming is employed to guarantee the cooling service quality.We further propose a more time-efficient formulation to overcome the computational intractability caused by the non-smooth and non-convex constraints.Numerical experiments based on a real DCS confirm that a time-efficient formulation can save about half of solution time with negligible cost increase.
文献关键词:
中图分类号:
作者姓名:
Ge Chen;Biao Yan;Hongcai Zhang;Dongdong Zhang;Yonghua Song
作者机构:
State Key Laboratory of Internet of Things for Smart City and Department of Electrical and Computer Engineering,University of Macau,Macau 999078,China
文献出处:
引用格式:
[1]Ge Chen;Biao Yan;Hongcai Zhang;Dongdong Zhang;Yonghua Song-.Time-efficient Strategic Power Dispatch for District Cooling Systems Considering Evolution of Cooling Load Uncertainties)[J].中国电机工程学会电力与能源系统学报(英文版),2022(05):1457-1467
A类:
Dispatch,intractability
B类:
Time,efficient,Strategic,Power,District,Cooling,Systems,Considering,Evolution,Load,Uncertainties,cooling,DCS,provides,centralized,chilled,water,multiple,buildings,air,conditioning,high,energy,efficiency,operational,flexibility,It,most,popular,systems,large,modern,cities,important,demand,response,source,power,In,order,enhance,its,utilize,strategic,indispensable,However,finding,optimal,policy,challenging,task,because,inter,connectivity,among,components,evolution,load,uncertainties,further,increases,difficulties,This,paper,addresses,aforementioned,challenges,by,proposing,novel,dispatch,model,proposed,optimizes,temperature,mass,flow,rates,simultaneously,improve,much,possible,also,explicitly,describes,uncertainty,accumulation,propaga,Chance,constrained,programming,employed,guarantee,service,quality,We,more,formulation,overcome,computational,caused,smooth,convex,constraints,Numerical,experiments,real,confirm,that,can,save,about,half,solution,negligible,cost
AB值:
0.656029
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