Artificial Intelligence Tools
Description:
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:\nAddresses nearest-neighbor-based, clustering-based, statistical, and information theory-based techniques\nConsiders the merits of each technique as well as the issues associated with real-life application\nCovers classification methods, from neural networks to Bayesian and support vector machines\nProposes fuzzy logic to explain the uncertainties associated with diagnostic processes\nProvides data sets, sample signals, and MATLAB® code for algorithm testing\nArtificial Intelligence Tools: Decision Support Systems in Condition Monitoring and Diagnosis delivers a thorough evaluation of the latest AI tools for CM, describing the most common fault diagnosis techniques used and the data acquired when these techniques are applied.
Best prices to buy, sell, or rent ISBN 9780367738358
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