典型文献
Day-ahead Chance-constrained Energy Management of Energy Hubs:A Distributionallly Robust Approach
文献摘要：
The day-ahead management schedules of hybrid energy hubs are intricate and usually exposed to various uncertainties with the penetration of renewable sources and different demands.Furthermore,it is difficult to access to precise probability distribution functions and exact moment information of uncertain variables.To cope with these issues,an energy management scheme based on the distributionally robust optimization approach is developed for the energy hub.It makes no assumptions of certain probability distributions and can be implemented with limited empirical data and partial information of underlying uncertainties.The operational strategy can provide decision makers with a preliminary and robust optimal solution in the day-ahead market.Numerical results illustrate the economical benefit of the energy model,and the effectiveness of the proposed approach in chance-constrained energy management is demonstrated by comparing with other cases.
文献关键词：
中图分类号：
作者姓名：
Jiaxin Cao;Bo Yang;Shanying Zhu;Chao Ning;Xinping Guan
作者机构：
Department of Automation,Shanghai Jiao Tong University,Shanghai 200240,China,and also with the Key Laboratory of System Control and Information Processing,Ministry of Education of China;Robert Frederick Smith School of Chemical and Biomolecular Engineering,Cornell University,Ithaca,NY 14853 USA
文献出处：
引用格式：
[1]Jiaxin Cao;Bo Yang;Shanying Zhu;Chao Ning;Xinping Guan-.Day-ahead Chance-constrained Energy Management of Energy Hubs:A Distributionallly Robust Approach)[J].中国电机工程学会电力与能源系统学报（英文版）,2022(03):812-825
A类：
Distributionallly
B类：
Day,ahead,Chance,constrained,Energy,Management,Hubs,Robust,Approach,day,management,schedules,hybrid,energy,hubs,are,intricate,usually,exposed,various,uncertainties,penetration,renewable,sources,different,demands,Furthermore,difficult,access,precise,probability,functions,exact,moment,information,variables,To,cope,these,issues,scheme,distributionally,robust,optimization,approach,developed,It,makes,assumptions,distributions,can,implemented,limited,empirical,data,partial,underlying,operational,strategy,provide,decision,makers,preliminary,optimal,solution,market,Numerical,results,illustrate,economical,benefit,model,effectiveness,proposed,chance,demonstrated,by,comparing,other,cases
AB值：
0.65125
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