Artificial intelligence tools : decision support systems in condition monitoring and diagnosis /

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 informatio...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Pascual, Diego Galar (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton, FL : CRC Press, Taylor & Francis Group, [2015]
Temas:
Maintenance > Management > Data processing.
Service life (Engineering)
Industrial equipment > Maintenance and repair > Data processing.
Machinery > Monitoring.
Artificial intelligence > Industrial applications.
Entretien > Gestion > Informatique.
Durée de vie (Ingénierie)
Entreprises > Équipement > Entretien et réparations > Informatique.
Machines > Surveillance.
Intelligence artificielle > Applications industrielles.
durability.
BUSINESS & ECONOMICS > Facility Management.
BUSINESS & ECONOMICS > Management Science.
BUSINESS & ECONOMICS > Organizational Behavior.
Artificial intelligence > Industrial applications
Industrial equipment > Maintenance and repair > Data processing
Machinery > Monitoring
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 1. Massive field data collection : issues and challenges
  • 2. Condition monitoring : available techniques
  • 3. Challenges of condition monitoring using AI techniques
  • 4. Input and output data
  • 5. Two-stage response surface approaches to modeling drug interaction
  • 6. Nearest neighbor-based techniques
  • 7. Cluster-based techniques
  • 8. Statistical techniques
  • 9. Information theory-based techniques
  • 10. Uncertainty management.

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