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Artificial Intelligence Tools: Decision Support Systems in...

Artificial Intelligence Tools: Decision Support Systems in Condition Monitoring and DIagnosis

Diego Galar Pascual
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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 to explain the uncertainties associated with diagnostic processes
  • Provides data sets, sample signals, and MATLAB® code for algorithm testing

Artificial 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.

Année:
2015
Editeur::
CRC Press
Langue:
english
Pages:
549
ISBN 10:
146658405X
ISBN 13:
9781466584051
Fichier:
PDF, 9.28 MB
IPFS:
CID , CID Blake2b
english, 2015
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