Condition monitoring algorithms in MATLAB®

Condition monitoring algorithms in MATLAB® / Adam Jablonski.

This book offers the first comprehensive and practice-oriented guide to condition monitoring algorithms in MATLAB®. 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, fro...

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Bibliographic Details
Main Author: Jablonski, Adam (Author)
Format: Electronic eBook
Language:English
Published: Cham : Springer, [2021]
Series:Springer tracts in mechanical engineering.
Subjects:
MATLAB.
MATLAB
Machinery > Monitoring > Mathematical models.
Machinery.
Signal processing.
Image processing.
Speech processing systems.
Vibration.
Dynamics.
machinery.
image processing.
vibration (physical)
kinetics (dynamics)
Dynamics
Image processing
Machinery
Signal processing
Speech processing systems
Vibration
Online Access:Click for online access
Table of Contents:
  • Introduction
  • Principles of condition monitoring systems
  • Vibration components generated by rotary machinery
  • Signal processing algorithms
  • Vibration-based condition assessment methods
  • Synthetic signals generation methods
  • Simulating operational signals
  • Simulating long-term machine fault development
  • Analysis of long-term fault development
  • Connecting MATLAB® to CMS
  • Development of interface for direct data access (DDA)
  • Prototype tools.

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