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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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Real-time Online Analysis of Power Grid 被引量:7
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作者 Mike Zhou Jianfeng Yan Xiaoxin Zhou 《CSEE Journal of Power and Energy Systems》 SCIE CSCD 2020年第1期236-238,共3页
The unprecedented operational complexity and se-curity risks in operating the Chinese UHV AC/DC power grid calls for a new generation of real-time(sec-order)online analysis systems to provide decision support.Our rece... The unprecedented operational complexity and se-curity risks in operating the Chinese UHV AC/DC power grid calls for a new generation of real-time(sec-order)online analysis systems to provide decision support.Our recent Digital Twin based online analysis research and development work to address the needs is presented.In addition,a high-level solution architec-ture for the future real-time online analysis systems is proposed for realizing:a)The delay of the virtual model to mirror the physical power grid is in sub-sec range;b)The downstream online analysis applications could have sec-order responsiveness. 展开更多
关键词 grid online analysis security assessment digital twin security constraint dispatching
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Towards electric digital twin grid: Technology and framework review 被引量:5
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作者 Md.Mhamud Hussen Sifat Safwat Mukarrama Choudhury +11 位作者 Sajal K.Das Md.Hafiz Ahamed S.M.Muyeen Md.Mehedi Hasan Md.Firoj Ali Zinat Tasneem Md.Manirul Islam Md.Robiul Islam Md.Faisal R.Badal Sarafat H.Abhi Subrata K.Sarker Prangon Das 《Energy and AI》 2023年第1期179-195,共17页
The major hindrances in the energy system are ecological consciousness, lack of clean and sustainableenergy management, insufficient energy distribution–transmission–optimization, expensive power transfercosts, and ... The major hindrances in the energy system are ecological consciousness, lack of clean and sustainableenergy management, insufficient energy distribution–transmission–optimization, expensive power transfercosts, and increased customer knowledge of energy charges. Thus why, universal access to the grid with highcybersecurity, and reliability is needed to solve all these challenges. The digital twin concept turns a newdimension of technology into the world. Electric Digital Twin grid can perform online analysis of the grid inreal-time and integrates all the past and present data and express the current grid status to the producers andconsumers and also predicts the future grid status. Thus, the power grid transmission loss and location of theoverheated line and power connection missing can be detected in addition decision-making and self-healingcan possible. The future prediction saves the power grid from small to long accidents such as power outagesand even blackout problems. The whole consumers and nation feel relief from these types of accidents andsaves from large economic and business loss. The blockchain-enabled digital twin grid provides high securityfor the grid from cyberattacks. The paper conveys the framework of the electric digital twin grid and theconcept of the DT grid processing and the way of serving the producer, prosumers, consumers even the wholenation in infrastructure, education, research, economic, business, and political development. 展开更多
关键词 Electric digital twin grid online analysis of grid Cloud platform of grid Real-time grid analysis SELF-HEALING CYBERSECURITY
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