Research on Outlier Detection Methods for Dam Monitoring Data Based on Post-Data Classification - Mao, Yanpian; Li, Jiachen; Qi, Zhiyong; Yuan, Jin; Xu, Xiaorong; Jin, Xinxin; Du, Xuhuang (Buildings (Basel), 2024)
Keywords: Accuracy; Algorithms; Analysis; China; Classification; Dams; Data analysis; data set classification; Datasets; Decomposition; Deep learning; Digital twins; Electric utilities; Error analysis; Fluctuations; Geospatial data; Hydraulic engineering; Hydraulic structures; Identification; Information management; Isolation Forest; K-medoids; Machine learning; Methods; Monitoring; Neural networks; outlier detection; Outliers (statistics); Regression analysis; Seasonal variations; Sensors; Sine waves; Statistical methods; Time series; Trends; Waveforms; Wavelet analysis; China