US 2026/0076301 A1 · SYSTEMS AND METHODS FOR PREDICTIVE DATA SELECTION AND CONTROL

Abstract

A computer implemented method includes: obtaining a plurality of predictive data, each predictive data indicative of respective predictive values of a characteristic corresponding to geographic locations at a worksite; obtaining in-situ data indicative of in-situ values of the characteristic corresponding to the geographic locations at the worksite; determining a respective accuracy of each predictive data based on the respective predictive values of the characteristic and the in-situ values of the characteristic; identifying, based on the respective accuracy of each predictive data, a set of qualified predictive data comprising two or more of the predictive data; determining whether a selection condition is present at the worksite; selecting one qualified predictive data, of the set of qualified predictive data, as selected qualified predictive data based on the determination of whether the selection condition is present at the worksite; and controlling a mobile work machine based on the selected qualified predictive data.

Claims20

Dependent claims

A system for controlling a mobile work machine at a worksite, the system comprising:

one or more processors;
and
memory storing instructions executable by the one or more processors that, when executed by the one or more processors, configure the one or more processors to:
obtain a plurality of predictive data, each predictive data of the plurality of predictive data indicative of respective predictive values of a characteristic corresponding to geographic locations at the worksite;
obtain in-situ data indicative of in-situ values of the characteristic corresponding to the geographic locations at the worksite;
identify, based on the in-situ data, a set of qualified predictive data, the identified set of qualified predictive data comprising two or more of the predictive data of the plurality of predictive data;
determine whether a selection condition is present at the worksite;
select one qualified predictive data of the set of qualified predictive data as a selected qualified predictive data based on the determination of whether the selection condition is present at the worksite;
and
control the mobile work machine based on the selected qualified predictive data.

7 more elements

A system for controlling a mobile work machine at a worksite, the system comprising:

one or more processors;
and
memory storing instructions executable by the one or more processors that, when executed by the one or more processors, configure the one or more processors to:
obtain a plurality of predictive data, each predictive data, of the plurality of predictive data, indicative of respective predictive values of a characteristic corresponding to geographic locations at the worksite;
obtain in-situ data indicative of in-situ values of the characteristic corresponding to the geographic locations at the worksite;
compare each respective predictive value of each predictive data to a corresponding in-situ value of the in-situ values of the characteristic to determine a difference between each respective predictive value of each predictive data and the corresponding in-situ value of the in-situ values of the characteristic;
determine a respective number of times that the respective predictive values of each predictive data match or are within a threshold difference of the corresponding in-situ values based on the determined difference between each respective predictive value of each predictive data and the corresponding in-situ value of the in-situ values of the characteristic;
select, based on the respective number of times that the respective predictive values of each predictive data match or are within a threshold difference of the corresponding in-situ values, as selected predictive data, one of the predictive data of the plurality of predictive data;
and
control the mobile work machine based on the selected predictive data.

7 more elements

Dependencies are inferred from the claim text.

Systems and methods for predictive data selection and control

Life of this patent

Systems and methods for predictive data selection and control

Life of this patent

Abstract

Claims20