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Diagnosis of the Powertrain Systems for Autonomous Electric Vehicles

Diagnosis of the Powertrain Systems for Autonomous Electric Vehicles

von Tunan Shen
Softcover - 9783658369910
128,39 €
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Beschreibung

Tunan Shen aims to increase the availability of powertrain systems for autonomous electric vehicles by improving the diagnostic capability for critical faults. Following the fault analysis of powertrain systems in battery electric vehicles, the focus is on the electrical and mechanical faults of the electric machine. A multi-level diagnostic approach is proposed, which consists of multiple diagnostic models, such as a physical model, a data-based anomaly detection model, and a neural network model. To improve the overall diagnostic capability, a decision making function is designed to derive a comprehensive decision from the predictions of various operating points and different models.

Details

Verlag Springer Fachmedien Wiesbaden GmbH
Ersterscheinung 03. März 2022
Maße 21 cm x 14.8 cm
Gewicht 207 Gramm
Format Softcover
ISBN-13 9783658369910
Auflage 1st ed. 2022
Seiten 120

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