Structural Health Monitoring by Time Series Analysis and Statistical Distance Measures
Alireza Entezami
Broschiertes Buch

Structural Health Monitoring by Time Series Analysis and Statistical Distance Measures

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This book conducts effective research on data-driven Structural Health Monitoring (SHM), and accordingly presents many novel feature extraction methods by time series analysis and signal processing, to extract reliable damage sensitive features from vibration responses. In this regard, some limitations of time series modeling are dealt with. For decision-making, innovative distance-based novelty detection techniques are presented to detect, locate, and quantify different damage scenarios. The performance of the presented methods is demonstrated via laboratory and full-scale structures along wi...