18480168. SIGNAL EXPECTED RANGE FOR A VEHICLE (Robert Bosch GmbH)
SIGNAL EXPECTED RANGE FOR A VEHICLE
Organization Name
Inventor(s)
Sebastian Gropper of Donzdorf DE
Klaus Merkle of Oberriexingen DE
Andres Murube Lindahl of Stuttgart DE
Matheus Duempelmann of Stuttgart DE
Tushar Parulekar of Farmington Hills MI US
Sanjiv Lancy of Farmington Hills MI US
SIGNAL EXPECTED RANGE FOR A VEHICLE
This abstract first appeared for US patent application 18480168 titled 'SIGNAL EXPECTED RANGE FOR A VEHICLE
Original Abstract Submitted
A system and method for indicating failure of a vehicle component of a vehicle by determining anomalies for a vehicle signal of a vehicle is provided that includes a model that is trained with training data resulting in a trained artificial intelligence model. The trained model is executed by an electronic processor configured to: receive a plurality of input signals correlated with the vehicle signal; analyze the input signals; determine a predicted vehicle signal from the input signals; determine a tolerance band from the input signals; and when the model is valid, generate a model valid signal. A comparison device is configured to: receive the predicted vehicle signal, the tolerance band, and the model valid signal; receive the measured vehicle signal; and determine whether the measured vehicle signal is an anomaly based on the measured vehicle signal, the predicted vehicle signal, the tolerance band, and the model valid signal.
- Robert Bosch GmbH
- Adrien Cossa of Stuttgart DE
- Sebastian Gropper of Donzdorf DE
- Klaus Merkle of Oberriexingen DE
- Victor Lemmel of Sersheim DE
- Andres Murube Lindahl of Stuttgart DE
- Matheus Duempelmann of Stuttgart DE
- Timo Basile of Forst DE
- Tushar Parulekar of Farmington Hills MI US
- Sanjiv Lancy of Farmington Hills MI US
- G07C5/08
- B60L58/30
- F02D41/22
- F02M26/49
- G07C5/10
- CPC G07C5/0816