ABSTRACT

Artificial Intelligence Tools: Decision Support Systems in Condition Monitoring and Diagnosis discusses various white- and black-box approaches to fault diagnosis in condition monitoring (CM). This indispensable resource:Addresses nearest-neighbor-based, clustering-based, statistical, and information theory-based techniquesConsiders the merits of e

chapter 2|86 pages

Condition Monitoring: Available Techniques

chapter 4|44 pages

Input and Output Data

chapter 6|36 pages

Nearest Neighbor–Based Techniques

chapter 7|52 pages

Cluster-Based Techniques

chapter 8|32 pages

Statistical Techniques

chapter 9|60 pages

Information Theory–Based Techniques

chapter 10|24 pages

Uncertainty Management