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 techniques
• Considers the merits of each technique as well as the issues associated with real-life application
• Covers classification methods, from neural networks to Bayesian and support vector machines
• Proposes fuzzy logic...

Maintenance Audits Handbook: A Performance Measurement Framework explores the maintenance function and performance of an organization, and outlines the key aspects required for an effective and efficient maintenance performance measurement (MPM) system. Incorporating different aspects of traditional literature and considering various frameworks on the subject, it examines the auditing process as well as the use and development of maintenance metrics. It identifies different frameworks and models showcasing how MPM systems should be implemented as well as the...