Structural Health Monitoring & Damage Detection, Volume 7

Dr. Christopher Niezreck is a Professor, and Director at the Center for Wind Energy and Co-director of the Structural Dynamics & Acoustic Systems Laboratory at the University of Massachusetts, Lowell.

• Chapter 1.Exploiting Spatial Sparsity in Vibration-based Damage Detection.- Chapter 2.Multi-Source Sensing and Analysis for Machine-Array Condition Monitoring.- Chapter 3.Wavelet Transform-Based Damage Detection in Reinforced Concrete Using an Air-Coupled Impact-Echo Method.- Chapter 4. Damage Detection Based on Strain Transmissibility for Beam Structure by Using Distributed Fiber Optics.- Chapter 5.Modal Parameters Estimation of an Offshore Wind Turbine Using Measured Acceleration Signals from the Drive Train.- Chapter 6.Structural Damage Detection in Real-Time: Implementation of 1D Convolutional Neural Networks for SHM Applications.- Chapter 7.Monitoring the Health of a Cantilever Beam Using Nonlinear Modal Tracking.- Chapter 8.Using Modal Parameters for Structural Health Monitoring.- Chapter 9.Current Challenges with BIGDATA Analytics in Structural Health Monitoring.- Chapter 10.Detection of Cracks in Beams Using Treed Gaussian Processes.