Intelligent Operation and Inspection of Power Grid Based on Deep Recursive Belief Network and Digital Twin Technology

Xiaomin Ma,Fan Liu, Jun Tang,Xi Liu,Yu Fang,Qianqiu Shao, Hang Gao, Hong Xiang, Fan Yang

2023 Panda Forum on Power and Energy (PandaFPE)(2023)

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Abstract
The combination of digital twin technology and power grid business will help to comprehensively improve the power grid intelligent management and control capability. On the basis of digital twinning, this paper combines the operation mechanism of the intelligent operation and inspection platform of the power grid to deploy the intelligent operation and inspection platform of the power grid. The real-time measurement sensing, digital model, data-driven and simulation decision-making of the platform are emphatically designed. Two algorithms are proposed, which are power grid equipment status assessment and power grid equipment fault prediction. Finally, the intelligent grid maintenance platform is applied to the inspection business, and the application effect and value of the intelligent grid inspection platform are summarized.
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Key words
Digital Twin Technology,Smart Grid,Operation Inspection Service
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