Litcius/Paper detail

Anomaly detection and reconstruction of sensors in nuclear power plants based on principal component analysis and improved deep neural networks

Hang Wang, Hongyuan Chen, Fangxiaozhi Yu, Zhao Xu, Minjun Peng

2025Progress in Nuclear Energy17 citationsDOI

Topics & Concepts

Computer scienceAnomaly detectionArtificial neural networkConvolutional neural networkFault (geology)HyperparameterArtificial intelligenceParticle swarm optimizationDeep learningCoherence (philosophical gambling strategy)Principal component analysisFault detection and isolationData miningNuclear powerCalibrationPower (physics)Anomaly (physics)Real-time computingPattern recognition (psychology)Machine learningNetwork architectureNuclear power plantFault Detection and Control SystemsAnomaly Detection Techniques and ApplicationsRisk and Safety Analysis
Anomaly detection and reconstruction of sensors in nuclear power plants based on principal component analysis and improved deep neural networks | Litcius