Sensor Fault Detection Using an Extended Kalman Filter and Machine Learning for a Vehicle Dynamics Controller

2020 ◽  
Author(s):  
Daniel L. Ossig ◽  
Kevin Kurzenberger ◽  
Simon A. Speidel ◽  
Kay-Uwe Henning ◽  
Oliver Sawodny
Keyword(s):  
Machine Learning ◽  
Kalman Filter ◽  
Fault Detection ◽  
Extended Kalman Filter ◽  
Vehicle Dynamics ◽  
Sensor Fault ◽  
Sensor Fault Detection

Sensor fault detection, isolation and system reconfiguration based on extended Kalman filter for induction motor drives

2013 ◽  
Vol 7 (7) ◽  
pp. 607-617 ◽  
Author(s):  
Xinan Zhang ◽  
Gilbert Foo ◽  
Mahinda Don Vilathgamuwa ◽  
King Jet Tseng ◽  
Bikramjit Singh Bhangu ◽  
...  
Keyword(s):  
Kalman Filter ◽  
Fault Detection ◽  
Induction Motor ◽  
Extended Kalman Filter ◽  
Motor Drives ◽  
Sensor Fault ◽  
Induction Motor Drives ◽  
System Reconfiguration ◽  
Sensor Fault Detection
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