Construction of intelligent sensing and fault early warning system of large power transformer based on cloud edge cooperation

Shuguo Gao; Jun Zhao; Yunpeng Liu; Yijin Liu; Zhe Li; Yuan Tian; Lu Sun

doi:10.1117/12.2681536

23 May 2023 Construction of intelligent sensing and fault early warning system of large power transformer based on cloud edge cooperation

Shuguo Gao, Jun Zhao, Yunpeng Liu, Yijin Liu, Zhe Li, Yuan Tian, Lu Sun

Author Affiliations +

Proceedings Volume 12645, International Conference on Computer, Artificial Intelligence, and Control Engineering (CAICE 2023); 1264502 (2023) https://doi.org/10.1117/12.2681536
Event: International Conference on Computer, Artificial Intelligence, and Control Engineering (CAICE 2023), 2023, Hangzhou, China

Abstract

According to the ubiquitous power Internet of Things strategy, the paper builds an intelligent analysis model for transformer online monitoring based on the power transmission and transformation Internet of Things architecture, summarizes the transformer’s intelligent sensing parameters and their acquisition methods, analyzes the monitoring data transmission method, and then proposes the application The algorithm model of prediction and diagnosis realizes the intelligent evaluation and early warning, and finally builds a cloud-side comprehensive evaluation model to form an efficient cloud-side collaboration system. This combination method efficiently and completely constructs a large-scale power transformer state assessment and fault warning method system based on cloud-side collaboration, which fully embodies the mechanism of rapid and timely warning at the edge, comprehensive assessment of the cloud, and collaborative operation of cloud-side information exchange. It is time-sensitive and comprehensive. It has specific guiding significance for the operation management and maintenance decision-making of the transformer under the new mode.

Citation Download Citation

Shuguo Gao, Jun Zhao, Yunpeng Liu, Yijin Liu, Zhe Li, Yuan Tian, and Lu Sun "Construction of intelligent sensing and fault early warning system of large power transformer based on cloud edge cooperation", Proc. SPIE 12645, International Conference on Computer, Artificial Intelligence, and Control Engineering (CAICE 2023), 1264502 (23 May 2023); https://doi.org/10.1117/12.2681536

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KEYWORDS

Data modeling

Transformers

Sensors

Internet of things

Intelligent sensors

Data transmission

Control systems

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