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US Patent 11904871 Predictive machine control

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Contents

Is a
Patent
Patent
0

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
0
Patent Number
119048710
Patent Inventor Names
Rui Zhang0
Justin T. Roth0
Nohoon Kl0
Andy B. Appleton0
Wissam H. El-Ratal0
Date of Patent
February 20, 2024
0
Patent Application Number
166684780
Date Filed
October 30, 2019
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Patent Citations
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US Patent 9891629 Autonomous robotic agricultural machine and system thereof
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US Patent 10814856 System and method for determining effectiveness of a friction modifier along a route segment
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US Patent 10801935 System and method for determining a cone index value
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US Patent 11079725 Machine control using real-time model
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US Patent 9235214 Distributed knowledge base method for vehicular localization and work-site management
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US Patent 9656656 System and method for reducing fuel consumption of a work vehicle
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Patent Primary Examiner
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Shelley Chen
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CPC Code
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B60W 50/0097
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Patent abstract

A policy map is obtained that includes a first set of machine settings values for controlling a machine to perform an operation at a site, at different locations in the field. An adjustment component receives sensor signals indicating conditions that will be encountered by the machine in the future, as it moves through the site. A cost determination component determines whether an adjustment is to be made to the first set of settings values, based upon the sensor signals. A predictive vehicle model provides an expected vehicle response, based upon the adjusted settings values that are selected. Control signals are generated based upon adjusted setting values that are generated from the policy map, the expected vehicle response, and the future condition sensor signals. The control signal generator generates the control signals to control a set of controllable subsystems.

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