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Diagnosis of the Powertrain Systems for Autonomous Electric Vehicles (Paperback, 1st ed. 2022)
Loot Price: R3,129
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Diagnosis of the Powertrain Systems for Autonomous Electric Vehicles (Paperback, 1st ed. 2022)
Series: Wissenschaftliche Reihe Fahrzeugtechnik Universitat Stuttgart
Expected to ship within 10 - 15 working days
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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.
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