Title |
Combining Expert Knowledge and Deep Learning with Case-Based Reasoning for Predictive Maintenance / by Patrick Klein |
|---|---|
Involved |
Patrick Klein (Verfasser) |
Published |
Wiesbaden: Springer Fachmedien Wiesbaden, Imprint: Springer Vieweg |
Edition |
1st ed. 2025 |
Extent |
Online-Ressource, XXVIII, 406 p. 128 illus., 16 illus. in color. : online resource. |
Contains |
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 |
ISBN |
978-3-658-46986-3 |
Language |
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Country |
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Topic |
|
Subject |
Industrie 4.0, Instandhaltungsplanung, Entscheidungsunterstützung, Deep Learning |
DDC notation |
|
Other editions |
Erscheint auch als Druck-Ausgabe: Combining expert knowledge and deep learning with case-based reasoning for predictive maintenance |
Persistent identifier |
urn:nbn:de:101:1-2504120440059.035819361976 (URN) |
Record ID |
1362907693 |
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