Search Results for author: Jiangwen Chen

Found 3 papers, 0 papers with code

A Composite Fault Diagnosis Model for NPPs Based on Bayesian-EfficientNet Module

no code implementations13 Nov 2024 Siwei Li, Jiangwen Chen, Hua Lin, Wei Wang

This article focuses on the faults of important mechanical components such as pumps, valves, and pipelines in the reactor coolant system, main steam system, condensate system, and main feedwater system of nuclear power plants (NPPs).

Deep Learning Fault Diagnosis +1

A Fuzzy Reinforcement LSTM-based Long-term Prediction Model for Fault Conditions in Nuclear Power Plants

no code implementations13 Nov 2024 Siwei Li, Jiayan Fang, Yichun Wua, Wei Wang, Chengxin Li, Jiangwen Chen

Early fault detection and timely maintenance scheduling can significantly mitigate operational risks in NPPs and enhance the reliability of operator decision-making.

Anomaly Detection Decision Making +3

Research on fault diagnosis of nuclear power first-second circuit based on hierarchical multi-granularity classification network

no code implementations12 Nov 2024 Jiangwen Chen, Siwei Li, Guo Jiang, Cheng Dongzhen, Lin Hua, Wang Wei

The safe and reliable operation of complex electromechanical systems in nuclear power plants is crucial for the safe production of nuclear power plants and their nuclear power unit.

Diagnostic Fault Diagnosis

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