Abstract: A method for determining residue length within a field includes receiving, with a computing system, a captured image depicting an imaged portion of the field from one or more imaging devices. Furthermore, the method includes determining, with the computing system, an image gradient orientation at each of a plurality of pixels within the captured image. Additionally, the method includes identifying, with the computing system, a residue piece present within the image portion of the field based at least in part on the determined image gradient orientations. Moreover, the method includes determining, with the computing system, a length of the identified residue piece.

Abstract: A method for controlling the speed of a work vehicle towing an implement that is movable between a working position, in which ground engaging tools of the implement are configured to perform a field operation, and a transport position, in which the ground engaging tools are raised relative to the ground. The method may include monitoring, with a computing device, an implement weight supported by the implement while the implement is in the transport position. The method may further include comparing, with the computing device, the implement weight to a predetermined threshold weight. Additionally, the method may include, when the implement weight differs from the predetermined threshold weight, adjusting, with the computing device, a maximum speed limit for the work vehicle.

Abstract: The present disclosure is directed to an agitating system having a sub-hopper configured to receive particulate material, an agitator disposed within the sub-hopper and configured to promote movement of the particulate material through the sub-hopper, and a deflector configured to block a portion of the particulate material from exerting a force onto the agitator as the particulate material flows through the sub-hopper. The deflector is positioned such that the agitator extends beyond a first distal edge and a second distal edge of the deflector along a lateral axis.

Abstract: In one aspect, a system for monitoring seedbed conditions within a field may include an unmanned aerial vehicle (UAV) having a seedbed sensing assembly supported thereon. The sensing assembly may, in turn, include a plurality of pins configured to be extended relative to the body such that each pin penetrates a top surface of the field. Furthermore, a plurality of position sensors may be configured to capture data indicative of a position of a given pin of the plurality of pins relative to the body of the UAV. Additionally, a plurality of force sensors may be configured to capture data indicative of a force being applied to a given pin of the plurality of pins. As such, the data captured by the position sensors and the force sensors may be indicative of at least one of the seedbed surface profile or the seedbed floor profile of the field.

Abstract: An agricultural implement including a frame with a main frame section and at least one wing frame section such that the agricultural implement is configured for transitioning in between a work position and a transport position, at least one conveyance line, and at least one coupling device. The at least one coupling device includes a first coupling member attached to the first line portion and a second coupling member movably connected to the first coupling member and attached to the second line portion such that the at least one coupling device couples the first line portion and the second line portion of the at least one conveyance line in the work position and uncouples the first line portion and the second line portion of the at least one conveyance line in the transport position.

Abstract: In one aspect, a system for determining subsurface soil layer characteristics as an agricultural implement is towed across a field by a work vehicle may include a RADAR sensor configured to capture data indicative of a subsurface soil layer characteristic of the field. Furthermore, the system may include a load sensor configured to capture data indicative of a load applied to the agricultural implement by soil within the field, with the load being indicative of the subsurface soil layer characteristic. Additionally, a controller of the system may be configured to determine a first value of the subsurface soil layer characteristic based on the data received from the RADAR and a second value of the subsurface soil layer characteristic based on the data received from the load sensor. Moreover, the controller may be configured to determine a differential between the first value and the second value.

Abstract: An air cart for use in an agricultural air seeding system includes a first storage compartment for holding a first granular product type. The air cart also includes a second storage compartment for holding a second granular product type different from the first granular product type. The air cart further includes a common conduit configured to receive the first granular product type from the first storage compartment and the second granular product type from the second storage compartment to enable simultaneous flow of the first granular product type and the second granular product type. The air cart even further includes a multi-product particle flow rate sensing system configured to monitor respective flow rates for both the first granular product type and the second granular product type during simultaneous flow of the first granular product type and the second granular product type through the common conduit.

Abstract: A tubular sleeve for a modular meter system for distributing particulate material from an applicator can be inserted through a meter assembly that is built from modular meter unit housings to define the boundary wall of a meter cavity and provide internal structural support for the meter assembly. The tube can be provided with inlet and outlet openings that can be inserted through modular meter housings to form an overall meter assembly of a particular length and therefore volume/flow rate. In one aspect, a tube or tubular sleeve can be inserted into a stack of connected meter units while assembling a modular meter assembly. A circumferential sidewall of the tube can have pairs of oppositely positioned openings that provide inlets and outlets for a meter assembly.

Abstract: An agricultural system includes a controller comprising a memory and a processor. The controller is configured to receive a sensor signal, determine a current flow based on the sensor signal, determine whether the current flow exceeds a current threshold for a time threshold, and operate a drive system of the agricultural system in an alternative operation instead of a normal operation in response to determining the current flow exceeds the current threshold for the time threshold.

Abstract: A meter roller for an agricultural metering system includes multiple flutes and corresponding recesses. The flutes and the corresponding recesses are configured to meter flowable particulate material from a storage tank to a material distribution system via rotation of the meter roller. The meter roller also includes multiple air passages formed within a body of the meter roller. Each air passage is fluidly coupled to a central cavity of the meter roller and extends to a base of a respective recess, and the air passage is configured to flow air from the central cavity into the respective recess.

Abstract: A system for removing debris from a vision-based sensor of an agricultural machine includes an agricultural machine and a vision-based sensor supported on the agricultural machine. The vision-based sensor is configured to generate vision data. The system further includes a vibration source configured to be a separate component frons the vision-based sensor. The vibration source is supported on the agricultural machine. Moreover, the vibration source is configured to oscillate the vision-based sensor to remove debris from the vision-based sensor.

Abstract: A system for identifying plugging within an agricultural implement is provided. The system includes a ground engaging tool configured to be supported by the agricultural implement. A fluidic actuator is coupled to the ground engaging tool. The fluidic actuator is operable to adjust the ground engaging tool between a lifted position and a ground engaging position. A pressure sensor is configured to measure a pressure of fluid supplied to the fluidic actuator. A controller is communicatively coupled to the pressure sensor. The controller is configured to receive, from the pressure sensor, a signal that corresponds to the pressure of fluid supplied to the fluidic actuator. The controller is further configured to determine when the ground engaging tool is plugged based at least in part on the signal from the pressure sensor.

Abstract: A method and system for the production of fibers for use in biocomposites is provided that includes the ability to use both retted and unretted straw, that keeps the molecular structure of the fibers intact by subjecting the fibers to minimal stress, that maximizes the fiber's aspect ratio, that maximizes the strength of the fibers, and that minimizes time and energy inputs, along with maintaining the fibers in good condition for bonding to the polymer(s) used with the fibers to form the biocomposite material. This consequently increases the functionality of the biocomposites produced (i.e. reinforcement, sound absorption, light weight, heat capacity, etc.), increasing their marketability. Additionally, as the disclosed method does not damage the fibers, oilseed flax straw, as well as all types of fibrous materials (i.e. fiber flax, banana, jute, industrial hemp, sisal, coir) etc., can be processed in bio composite materials.

Abstract: In one aspect, a system for spraying a fluid onto or near seeds may include a planter having a seed meter configured to dispense seeds from a hopper, a seed tube extending from the seed meter toward a furrow, and a rotationally-driven belt positioned within the seed tube. The belt may be configured for conveying the seeds from the seed meter through the seed tube to the furrow. The planter also includes a sprayer assembly having a nozzle configured to spray a fluid on or near the seeds dispensed from the seed meter. The system may further include a controller configured to determine a current speed of the belt relative to the seed tube and control the sprayer assembly based on the current speed of the belt such that the nozzle sprays the fluid at least one of onto or near each of the seeds.

Abstract: A system for detecting the levelness of ground engaging tools of a tillage implement including an agricultural implement including a frame and tool assemblies supported relative to the frame. The tool assemblies each include a toolbar coupled to the frame and one or more ground engaging tools coupled to the toolbar. The system further includes sensors coupled to two of the tool assemblies and configured to capture data indicative of a load acting on the one or more ground engaging tools of the tool assemblies. Additionally, the system includes a controller configured to monitor the data received from the sensors and compare at least one monitored value associated with the load acting on the ground engaging tool(s) of each of the tool assemblies. Moreover, the controller is further configured to identify the ground engaging tool(s) are not level when the monitored value(s) differ by a predetermined threshold value.

Abstract: A meter roller for an agricultural metering system includes a flute and a recess positioned adjacent to one another along a circumferential axis of the meter roller. The flute and the recess are configured to meter flowable particulate material from a storage tank to a material distribution system via rotation of the meter roller. In addition, a first circumferential extent of the flute is at least 1.5 times greater than a second circumferential extent of the recess along an entire longitudinal extent of the flute and the recess, and the entire longitudinal extent of the flute and the recess is greater than the first circumferential extent of the flute and the second circumferential extent of the recess.

Abstract: A product distribution system mounting assembly includes at least one bracket that is rigidly coupled to a frame of an air cart and at least one crossbar that supports at least one component of a product distribution system of the air cart. The at least one crossbar is slidingly coupled to the at least one bracket, thereby enabling the product distribution system of the air cart to move along a vertical axis relative to the at least one bracket and relative to the frame of the air cart as the air cart moves in a direction of travel through a field.

Abstract: A particulate material agitation and leveling control system includes a controller having a memory and a processor. The processor is configured to receive a sensor signal indicative of a measured load on a drive system coupled to an agitation and leveling system, select an operating mode of the agitation and leveling system from an agitation mode and a leveling mode based on the measured load, and instruct the drive system to operate the agitation and leveling system based on the operating mode.

Abstract: A meter roller for an agricultural metering system includes a flute and a recess positioned adjacent to one another along a circumferential axis of the meter roller. The flute and the recess are configured to meter flowable particulate material from a storage tank to a material distribution system via rotation of the meter roller. In addition, a first circumferential extent of the flute is at least 1.5 times greater than a second circumferential extent of the recess along an entire longitudinal extent of the flute and the recess, and the entire longitudinal extent of the flute and the recess is greater than the first circumferential extent of the flute and the second circumferential extent of the recess.

Abstract: An agricultural planting or seeding implement that includes a ground engaging tool that forms a trench in a field. The ground engaging tool includes a blade that forms the trench. A first conduit couples to the blade. The first conduit deposits agricultural product in the field. A sensor couples to the ground engaging tool. The sensor generates a signal indicative of a soil property of the field.