Unsupervised anomaly detection for long-span bridges combining response forecasting by deep learning with Td-MPCA
Chengbin Chen, Liqun Tang, Qingkai Xiao, Licheng Zhou, Hao Wang, Zejia Liu, Chenxi Xing, Yiping Liu, Jin‐Ming Chen, Zhenyu Jiang, Bao Yang
Topics & Concepts
Computer scienceAnomaly detectionDeep learningBridge (graph theory)Artificial intelligenceUnsupervised learningTime seriesPrincipal component analysisScheme (mathematics)Data miningStructural health monitoringTerm (time)Pattern recognition (psychology)Machine learningEngineeringMathematicsMathematical analysisInternal medicinePhysicsStructural engineeringQuantum mechanicsMedicineStructural Health Monitoring TechniquesInfrastructure Maintenance and MonitoringConcrete Corrosion and Durability