Caterpillar Inc.

Thandava Krishna Edara

Michael Allen Taylor

Mo Wei

Troy Kenneth Becicka

Kenneth Lee Stratton

Timothy Joe Felty

Jean-Jacques Clar

Ramadev Burigsay Hukkeri

Kyle Adam Edwards

Daniel Stanek

Paul Russell Friend

Lance Mathew Cowper

Brian Gerard Funke

James H DeVore

Matthew Michael Tinker

Matthew Edward Kontz

Seth J Rodenbo

A system for evaluating a target profile for moving material with a work implement along a path includes a position sensor and a controller. The controller is configured to utilize a planning system to determine the target profile, receive position signals from the position sensor, and determine from the position signals an actual profile indicative of the work surface after the work implement is moved along the path to move a volume of material. The controller is further configured to compare the target profile to the actual profile, determine at least two performance factor scores based upon a difference between the target profile and the actual profile, and generate a quantitative evaluation of the target profile based upon the at least two performance factor scores.

System and method for evaluating a material movement plan

A system for determining an optimized cut location for a work implement includes a position sensor and a controller. The controller is configured to determine the position of a work surface and determine a plurality of potential cut locations along a path between an initial cut location and an end location. The controller is further configured to determine an efficiency for moving an amount of material for each of the initial cut location and the plurality of potential cut locations based upon the amount of material to be moved, a parameter associated with moving the amount of material, and a loading profile, and select the optimized cut location from one of the initial cut location and the plurality of potential cut locations based upon the efficiency of each of the initial cut location and the plurality of potential cut locations.

System and method for optimizing a work implement path

A computer-implemented method of responding to a missed cut during a pass made along a planned cut profile using an implement is provided. The computer-implemented method may include identifying the missed cut based at least partially on an implement position and a target cut point, predicting a performance value of the pass based at least partially on the missed cut and an implement load, and restarting the pass if the performance value is less than a minimum performance threshold and the implement load is less than a minimum load threshold.

Missed cut detection and reaction

A system for determining an optimized cut location for a work implement includes a position sensor and a controller. The controller is configured to determine the position of a work surface and perform a coarse analysis along a path based upon the position of the work surface and a coarse analysis parameter threshold to select a selected coarse analysis increment. The controller is further configured to perform a fine analysis along the selected coarse analysis increment based upon the position of the work surface and a fine analysis parameter threshold to select the optimized cut location.

Automated excavating uses automated dozers and other earthmoving equipment to move material at a worksite. Some areas of the worksite may require that control of the automated dozer revert to manual control, such as a spread zone near a crest. A controller monitors the position of automated dozers and adjusts an operating characteristic of an individual automated dozer so that there are not more dozers in the zone than there are operators to manually control them. The adjustment made may depend on the blade loading of an individual dozer, particularly so that a dozer with a loaded blade is not brought to a complete stop, which may cause undue wear on the dozer when re-starting.

Pace regulation

A system for monitoring a machine at a work site includes a prime mover, a ground-engaging drive mechanism to propel the machine, and a plurality of sensors. A controller generates propulsion commands to propel the machine about the work site in an autonomous or semi-autonomous manner and determines a plurality of performance characteristics of the machine. The controller further determines whether the plurality of performance characteristics meet a plurality of performance thresholds and generates an alert command if any of the plurality of performance characteristics do not meet the plurality of performance thresholds.

System and method for monitoring a machine

Automated excavating uses automated dozers and other earthmoving equipment to move material at a worksite. When such equipment is required to avoid a temporary obstruction, traverse between work slots, or traverse between work areas, a controller uses information from real-time sensors and contour maps to determine a new route to the destination. The controller also determines in real time whether the proposed route will keep the equipment on terrain with slopes that do not exceed a slope limit set for the mobile excavation machine. If not, the controller re-routes the machine to a new path over terrain with acceptable slopes.

Real-time route terrain validity checker

A system for determining optimized shift locations of a transmission of a machine as the machine moves along a work surface includes a position sensor, a transmission having a low gear and a high gear, and a controller including a machine controller. The controller is configured to determine the position of the work surface, store a shift threshold, and control shifting between the low gear and the high gear based upon the position of the work surface and the shift threshold. The machine controller is configured to control shifting between the low gear and the high gear based upon operating parameters of the machine.

System and method for optimizing a reversing operation

A method for controlling an earthmoving machine and a work implement associated with the earth moving machine is disclosed. The method includes receiving positioning signals from a positioning system associated with the earthmoving machine, the positioning signals indicative of a topography of the work surface. The method further includes determining a profile of the work surface based on the positioning signals and determining if the profile of the work surface includes a bump, the bump having a bump height which is greater than an expected surface height. The method further includes determining a depth adjustment based on the bump height and adjusting the target depth based on the depth adjustment, if the profile of the work surface includes the bump.

Systems and methods for adjusting pass depth in view of excess materials

A system for automated control of a machine includes a position sensor and a controller. The controller is configured to determine a position of a work surface along a first slot and along a second slot. The work surface along the first slot and the second slot define at least a portion of a berm. The controller is further configured to determine a physical characteristic of the first slot and the second slot and generate a berm reduction command if the physical characteristic of the first slot and the second slot is less than the characteristic threshold of the first slot and the second slot.

System and method for controlling the operation of a machine

A computer-implemented method for determining a cut location for a machine implement is provided. The method may include comparing a target cut volume to a projected cut volume associated with each boundary of a selected bin, designating the cut location as the boundary most closely approximating the target cut volume if both of the projected cut volumes at the boundaries are either greater than or less than the target cut volume, and designating the cut location as an average of the boundaries if the projected cut volumes at the boundaries are greater than and less than the target cut volume.

Sub-bin refinement for autonomous machines

A system for autonomous control of a machine having a ground-engaging work implement includes a position sensor and a controller. The controller is configured to determine the position of a work surface based upon the position signals and select a work zone loading profile for a work zone cut location along a path within a work zone and the work zone loading profile has a work zone cut angle relative to a ground reference. The controller is further configured to select a final cut loading profile for a final cut location along the path adjacent the boundary zone with the final cut loading profile having a final cut angle relative to the ground reference. The final cut angle is steeper than the work zone cut angle.

A system for setting an end location of a path of operation of a machine at a work site includes a position sensor configured to determine a position of a path at the work site and a controller. The controller is configured to determine a position of a first path and a position of a second path, the first path and the second path defining a pair of paths on opposite sides of the path of operation and determine a physical characteristic of the pair of paths based upon the position of the first path and the position of the second path. The controller is further configured to determine whether the physical characteristic of the pair of paths is less than a threshold characteristic and set the end location of the path of operation if the physical characteristic of the pair of paths is less than the threshold characteristic.

System and method for setting an end location of a path

A computer-implemented method for automatically detecting a need for a ripping pass to be performed by a machine along a work surface is provided. The method may include monitoring one or more of machine parameters of the machine and profile parameters of the work surface, determining whether one or more predefined trigger conditions suggestive of the need for the ripping pass are met based on the machine parameters and the profile parameters, and generating a ripping pass request if one or more of the trigger conditions are satisfied.

Automatic ripping pass detection

A computer-implemented method for removing a crest end ramp along a work surface using a machine is provided. The computer-implemented method may include defining a volume threshold corresponding to a crest end region of the work surface where the volume threshold may be adjustable based on one or more parameters associated with the machine and the work surface, calculating a volume of material within the crest end region, comparing the calculated volume with the volume threshold, issuing a ramp cut if the calculated volume approximates but does not exceed the volume threshold, and issuing a short cut if the calculated volume exceeds the volume threshold.

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Peoria, IL, United States of America

Thandava Krishna Edara