Condition Monitoring Algorithms in MATLAB offers the first comprehensive and practice-oriented guide to condition monitoring algorithms. After a concise introduction to vibration theory and signal processing techniques, the attention is moved to the algorithms. Each signal processing algorithm is presented in depth, from the theory to the application, and including extensive explanations on how to use the corresponding toolbox in MATLAB. In turn, the book introduces various techniques for synthetic signals generation, as well as vibration-based analysis techniques for large data sets. A practical guide on how to directly access data from industrial condition monitoring systems (CMS) using MATLAB .NET Libraries is also included. Bridging between research and practice, this book offers an extensive guide on condition monitoring algorithms to both scholars and professionals.
The book uses MATLAB throughout and also includes examles of the Predictive Maintenance Toolbox, DSP System Toolbox, Signal Processing Toolbox, Image Processing Toolbox, and Symbolic Math Toolbox. The code used in the book is also available for download.