Caterpillar Paving Products Inc.

Robert K Iverson

Brian D Nagel

Terril James Johnson

Andrew R Torkelson

Mark D Behn

Craig R Fausch

John Lee Marsolek

Nathaniel S Doy

Kyle David Hendricks

Jeremy Lee

Thomas J Frelich

Matthew Thomas Hanson

Joseph L Faivre

A system and method include receiving sensor data from a of at least a portion of a work surface of a worksite including a first one or more material properties, a first timestamp, a first location, and the like, determining a multi-layer map based at least in part from this data and including new layer commands, meeting or exceeding data thresholds, new machine operations, machine learning models, and receiving additional sensor data containing a second same, similar, and/or different information, generating a new layer and/or overwriting the existing layer data, and providing a processed map to one or more machines, memory, additional devices, and the like. The method also includes saving prior layers and/or data of overwritten layers. The method further includes causing at least a part of the multi-layer material property map to be displayed. The displayed at least part of the multi-material property map including visual indicia indicating the first one or more material properties, the first timestamp, the first location, a first layer, etc. and one or more of a subsequent timestamp, the first location, a subsequent layer, and the like.

System and method for generating a multi-layer material property map

Cabin of a vibratory roller

Arm of a vibratory roller

A work machine includes a compactor drum, a controller, and an output device. The compactor drum includes a vibratory system, which includes at least one bearing that supports rotation of the vibratory system within the compactor drum, and lubricant received by the at least one bearing. The controller is configured to monitor at least one physical property of the vibratory system over a specified time and project a remaining useful life of the lubricant based on the at least one physical property. The output device is configured to generate an output indicative of the remaining useful life.

Vibratory system lubrication remaining useful life

Vibratory roller

A system for determining a state of compaction of a work material includes a roller having a vibration system. A controller is configured to determine the speed of the machine, determine an inclination of the machine, and determine an inclination power change based upon the inclination and the speed of the machine. The controller is also configured to determine the gross power loss resulting from the compaction operation, determine a vibration compensation factor based upon vibration characteristics of the vibration system, and determine the state of compaction of the work material based upon the inclination power change, the power loss, and the vibration compensation factor.

System and method for determining a state of compaction

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Maple Grove, MN, United States of America

Robert K Iverson