Description

Book Synopsis

Introduction.- Foundations.- Data Generation for AI-based Predictive Maintenance Research.- Semantic Description of a Factory Simulation Environment.- Problem Definition and Introduction of Developed Constructs Used Across Application Scenarios.- Combining a Deep Anomaly Detection with a Semantic Knowledge Graph for Diagnosis.- Infusing Expert Knowledge into a Siamese Neural Network for Encoding Time Series.- Conclusion.

Combining Expert Knowledge and Deep Learning with CaseBased Reasoning for Predictive Maintenance

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    A Paperback by Patrick Klein

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      View other formats and editions of Combining Expert Knowledge and Deep Learning with CaseBased Reasoning for Predictive Maintenance by Patrick Klein

      Publisher: Springer Vieweg
      Publication Date: 25/02/2025
      ISBN13: 9783658469856, 978-3658469856
      ISBN10:
      Also in:
      Computing Machine learning

      Description

      Book Synopsis

      Introduction.- Foundations.- Data Generation for AI-based Predictive Maintenance Research.- Semantic Description of a Factory Simulation Environment.- Problem Definition and Introduction of Developed Constructs Used Across Application Scenarios.- Combining a Deep Anomaly Detection with a Semantic Knowledge Graph for Diagnosis.- Infusing Expert Knowledge into a Siamese Neural Network for Encoding Time Series.- Conclusion.

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