Machine control using real-time model

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United States of America Patent

PATENT NO 11829112
APP PUB NO 20230213900A1
SERIAL NO

18185570

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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A priori geo-referenced data is obtained for a worksite, along with field data that is collected by a sensor on a work machine that is performing an operation at the worksite. A predictive model is generated, while the machine is performing the operation, based on the geo-referenced data and the field data. A model quality metric is generated for the predictive model and is used to determine whether the predictive model is a qualified predicative model. If so, a control system controls a subsystem of the work machine, using the qualified predictive model, and a position of the work machine, to perform the operation.

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Patent Owner(s)

  • DEERE & COMPANY

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Anderson, Noel W Fargo, US 187 3933
Palla, Bhanu Kiran Reddy Bettendorf, US 89 322
Pardina-Malbran, Federico Fort Collins, US 21 145
Vandike, Nathan R Geneseo, US 133 384
Waldo, Michael A Ankeny, US 6 39

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