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A New Solution Architecture for Online Power System Analysis 被引量:6
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作者 Mike Zhou Jianfeng Yan 《CSEE Journal of Power and Energy Systems》 SCIE 2018年第2期250-256,共7页
The current DSA system used in the dispatching control centers in China is a near real-time analysis system with response speed in the order of minutes.Based on a review of the state-of-the-art in online analysis and ... The current DSA system used in the dispatching control centers in China is a near real-time analysis system with response speed in the order of minutes.Based on a review of the state-of-the-art in online analysis and discussion of distributed data processing and computation architecture patterns,a new online analysis architecture is proposed.The primary goal of the new architecture is to increase the online analysis response speed to the order of seconds.A reference implementation of the proposed online analysis architecture to validate the feasibility of implementing the architecture and some performance testing results are presented. 展开更多
关键词 CEP complex event processing DSA EMS in-memory computing power grid modeling power system online analysis
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Digital Twin Framework and Its Application to Power Grid Online Analysis 被引量:50
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作者 Mike Zhou Jianfeng Yan Donghao Feng 《CSEE Journal of Power and Energy Systems》 SCIE CSCD 2019年第3期391-398,共8页
Digital twin(DT)framework is introduced in the context of application for power grid online analysis.In the development process of a new power grid real-time online analysis system,an online analysis digital twin(OADT... Digital twin(DT)framework is introduced in the context of application for power grid online analysis.In the development process of a new power grid real-time online analysis system,an online analysis digital twin(OADT)has been implemented to realize the new online analysis architecture.The OADT approach is presented and its prominent features are discussed.The presentation,discussion,and performance testing are based on a large-scale grid network model(40K+buses),exported directly from the EMS system of an actual power grid.A plan to apply the OADT approach to digitize power grid dispatching rules is also outlined. 展开更多
关键词 Complex event processing digital twin inmemory computing machine learning neural network model parallel computing power grid online analysis
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