System and methods for estimating emissions

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12129783
APP PUB NO 20230304430A1
SERIAL NO

17656585

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Abstract

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Methods and systems are provided for a vehicle. In one example, a method may include acquiring measurements from at least one exhaust emission sensor of the vehicle, the exhaust emission sensor positioned to measure one of NOx, NH3, and O2 levels in exhaust gas of the vehicle. The measurements may be input into a machine learning model trained to output a predicted real-time amount of at least one exhaust gas constituent in the exhaust gas and operations of an emissions aftertreatment system may be assessed and adjusted based on the predicted real-time amount of the at least one exhaust gas constituent.

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Patent Owner(s)

Patent OwnerAddress
FORD GLOBAL TECHNOLOGIES LLC1 AMERICAN RD FL4 DEARBORN MI 48126-2701

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Kempema, Nathan Grosse Pointe Farms, US 5 0
Kubinski, David John Canton, US 21 219
Shahabi, Mehrdad Dearborn, US 1 0
Sharpe, Conner Mountain View, US 1 0
Wu, Xiao Troy, US 91 630

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