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Fault Diagnosis and Prognostics Based on Cognitive Computing and Geometric Space Transformation

Fault Diagnosis and Prognostics Based on Cognitive Computing and Geometric Space Transformation

von Chen Lu, Jian Ma, Laifa Tao, Yu Ding und Yujie Cheng
Softcover - 9789819989195
235,39 €
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Weitere Formate

Hardcover - 9789819989164
235,39 €

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Weitere Formate

Hardcover - 9789819989164
235,39 €

Beschreibung

This monograph introduces readers to new theories and methods applying cognitive computing and geometric space transformation to the field of fault diagnosis and prognostics. It summarizes the basic concepts and technical aspects of fault diagnosis and prognostics technology. Existing bottleneck problems are examined, and the advantages of applying cognitive computing and geometric space transformation are explained. In turn, the book highlights fault diagnosis, prognostic, and health assessment technologies based on cognitive computing methods, including deep learning, transfer learning, visual cognition, and compressed sensing. Lastly, it covers technologies based on differential geometry, space transformation, and pattern recognition.

Details

Verlag Springer Singapore
Ersterscheinung 04. Januar 2026
Maße 23.5 cm x 15.5 cm
Gewicht 850 Gramm
Format Softcover
ISBN-13 9789819989195
Seiten 554

Schlagwörter

Artificial Intelligence, Computational Intelligence, Control and Systems Theory, Künstliche Intelligenz, Regelungstechnik

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