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SYSTEM AND METHOD FOR PREDICTING AND ACTING UPON AIRBORNE OBSCURANT CONDITIONS RELATED TO ACTIVITY IN A WORK AREA

Application US20260076299A1 Kind: A1 Mar 19, 2026

Inventors

Michael C. Bullis, Bimal Jacob, Scott J. Breiner, Brett S. Graham

Abstract

A system and method are provided for predicting airborne obscurant conditions related to work machine activity in a work area. Models are developed by collecting time-series inputs for changes in airborne obscurant levels, and corresponding activity by work machines in the same work area, as correlated with observed airborne obscurant conditions comprising airborne obscurant threshold violations, intervention events, and/or a lack thereof. In association with a current operation, input signals are collected from airborne obscurant sensors having a field of view associated with the current work area, and ascertaining work machine operating parameters for work machines within or proximate to the current work area, wherein the models are used to predict airborne obscurant conditions associated with the current work area and relating to detected changes in airborne obscurant levels and corresponding activity of the work machines in the current work area. Action signals are generated corresponding to the predicted conditions.

CPC Classifications

A01D 41/127 G01N 21/94 G06N 20/00 G01N 2201/0216

Filing Date

2024-09-18

Application No.

18888917