An enhanced principal component analysis method with Savitzky–Golay filter and clustering algorithm for sensor fault detection and diagnosis
Shuqing Wen, Weirong Zhang, Yifu Sun, Zhenxi Li, Boju Huang, Shouguo Bian, Lin Zhao, Yan Wang
Topics & Concepts
Principal component analysisDBSCANFault detection and isolationCluster analysisComputer scienceAlgorithmFault (geology)Noise (video)Filter (signal processing)Data miningPattern recognition (psychology)Artificial intelligenceComputer visionImage (mathematics)Correlation clusteringCanopy clustering algorithmGeologyActuatorSeismologyBuilding Energy and Comfort OptimizationStructural Health Monitoring TechniquesAdvanced Chemical Sensor Technologies