首页|Patent Issued for Systems and methods for managing assignments of tasks for work machines using machine learning (USPTO 12131275)

Patent Issued for Systems and methods for managing assignments of tasks for work machines using machine learning (USPTO 12131275)

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From the background information supplied by the inventors, news correspondents o btained the followingquote: “Construction sites, mining sites, and/or large-sca le excavating sites may use guided work machines,e.g., digging, loading, and/or hauling machines, to remove and carry excavated material, e.g., ore oroverburd en, from an area of excavation to a processing location. Numerous factors may in fluence theproductivity and efficiency of the work machines at such sites inclu ding, machine operating conditions(e.g., state-of-charge data, state-of-health data, usage statistics, maintenance data, travel speed data,temperature data, w ear and tear on components, payload, tire pressure, etc.), site conditions (e.g. ,weather, visibility, material composition, terrain contour, route conditions a nd traffic, ground moisturelevels, etc.), skill or experience level of the mach ine operators. Since efficient assignment of various tasksto these work machine s may be complex and computationally intensive, detailed plans are put in place tomanage the work machines and the activities on the site.

BusinessCaterpillarCaterpillar Inc.CyborgsEmerging TechnologiesMachine LearningReinforcement Learning

2024

Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

ISSN:
年,卷(期):2024.(Nov.14)