Condition Monitoring Using Computational Intelligence Methods

Focusing on the application of computational intelligence, this book explores methods for condition monitoring aimed at preventing equipment failures and extending operational lifespan. It covers essential signal-processing techniques, including wavelets and principal component analysis, and discusses effective feature extraction methods categorized by analysis type. The generated data is utilized for condition classification, enhancing maintenance strategies and reducing costs. This comprehensive approach highlights the integration of advanced computational techniques in the field of condition monitoring.