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RISDamage Detection in Pipes under Changing Environmental Conditions Using Embedded Piezoelectric Transducers and Pattern Recognition Techniques
Publisher: American Society of Civil Engineers
Abstract: This paper presents the preliminary results of a research project
that investigates the feasibility of continuous monitoring techniques
using piezoelectric transducers (PZTs) permanently installed on steel
pipes. The ...
Toward Data-Driven Structural Health Monitoring: Application of Machine Learning and Signal Processing to Damage Detection
Publisher: American Society of Civil Engineers
Abstract: A multilayer data-driven framework for robust structural health monitoring based on a comprehensive application of machine learning and signal processing techniques is introduced. This paper focuses on demonstrating the ...