3 papers
eess.SP2024
A Composite Fault Diagnosis Model for NPPs Based on Bayesian-EfficientNet Module
Siwei Li, Jiangwen Chen, Hua Lin +1
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…
cs.AI2024
A Fuzzy Reinforcement LSTM-based Long-term Prediction Model for Fault Conditions in Nuclear Power Plants
Siwei Li, Jiayan Fang, Yichun Wua +3
Early fault detection and timely maintenance scheduling can significantly mitigate operational risks in NPPs and enhance the reliability of operator decision-making. Therefore, it…
eess.SY2024
Research on fault diagnosis of nuclear power first-second circuit based on hierarchical multi-granularity classification network
Jiangwen Chen, Siwei Li, Guo Jiang +3
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…