Diagnosis of the Powertrain Systems for Autonomous Electric Vehicles
Format:Paperback
Publisher:Springer Fachmedien Wiesbaden
Published:3rd Mar '22
Should be back in stock very soon
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.
ISBN: 9783658369910
Dimensions: unknown
Weight: unknown
120 pages
1st ed. 2022