首页|Patent Issued for Systems and methods for managing assignments of tasks for mini ng equipment using machine learning (USPTO 12158765)
Patent Issued for Systems and methods for managing assignments of tasks for mini ng equipment using machine learning (USPTO 12158765)
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Patent number 12158765 is assigned to Caterpillar (Peoria, Illinois, United Stat es).The following quote was obtained by the news editors from the background informa tion supplied by theinventors: “Certain applications, such as strip mining, inv olve the transportation of aggregate material,such as ore, from a mining site t o a processing or shipping facility. Typical mining operations use guidedhaul t rucks that carry the extracted material from an extraction area or material sour ce to a depositionarea or a material sink. A typical large-scale mining operati on may include more than one material sourceand more than one material sink. Th e haul trucks used to transport the material may be autonomouslyguided, i.e., o perate without a driver. A fleet of haul trucks servicing a mine site may perfor m hundredsof trips daily, as some mining operations operate around the clock. T he loading of the aggregate materialonto the haul trucks is typically accomplis hed by use of wheeled loaders or excavators, material conveyors,shovels, and th e like. Detailed plans are put in place to manage these activities, ensuring tha t operatorsare moving the right amount of material to the right place at the ri ght time. Efficient assignment ofpersonnel and machines to various tasks may be a complex problem that may be very computationallyintensive.
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