A modular autonomous agricultural vehicle includes a drive module having a frame, a ground-engaging element rotatably coupled to the frame, a power source, and a drive motor receiving power from the power source and coupled to the ground-engaging element for rotating the ground engaging element. At least one toolbar module is detachably coupled to the frame for coupling the drive module to an agricultural implement or another modular toolbar segment. The modular toolbar preferably includes multiple toolbar modules coupled to each other in series to form the modular toolbar.

A data processor determines whether a draft force on the implement is unbalanced based on an error between the observed implement angle and a target implement heading exceeding a threshold deviation. The data processor is adapted to generate a control signal to compensate for the imbalance in the draft force by adjusting the first lateral position via the first actuator, or by adjusting the second lateral position via the second actuator, the first actuator and the second actuator being positioned on opposite lateral sides of the implement.

In one aspect, a system for controlling an operation of agricultural implements may include a work vehicle configured to tow an implement. The work vehicle may include a hitch assembly having a draw point configured to be coupled to the implement. The work vehicle may further include an actuator configured to move the draw point relative to the hitch frame to adjust the position of the implement relative to the work vehicle. The implement may include a sensor configured to detect an operational parameter indicative of the operation of the implement. Additionally, the implement may further include a controller communicatively coupled to the sensor, with the controller being configured to initiate control of an operation of the actuator based on sensor data received from the sensor to adjust the operational parameter of the implement.

In accordance with an example embodiment, a vehicle path planning system and a method for planning a path of a vehicle having a work tool are provided. The method includes determining an actual path through a work area, modifying the actual path with a margin to determine a modified path plan through the work area, and passing the work tool through the work area with the vehicle along the modified path plan.

A working vehicle includes a traveling vehicle to travel on a scheduled traveling route and including a connector to which a towed vehicle is connected, and an autonomous traveling controller to control autonomous traveling of the traveling vehicle based on the scheduled traveling route and a relative angle between the connector of the traveling vehicle and the towed vehicle connected to the connector.

A system is provided for controlling a grain cart relative to a grain truck. The grain truck includes a side edge extending between a front end and a rear end. The system comprises a ranging device and a controller. The ranging device is configured to determine a position and orientation of the side edge relative to the grain cart. The controller is configured to determine a path line parallel to the side edge, wherein the path line is a predetermined distance from the side edge, identify a goal point based on the path line, where the goal point a second predetermined distance from the front or rear end of the side edge, and plan a path for the grain cart to the goal point.

A row detection system includes a camera mounted to an agricultural machine to image a ground surface that is traveled by the agricultural machine to acquire time-series images including at least a portion of the ground surface, and a processor configured or programmed to perform image processing for the time-series images and to select, from the time-series images, a search region in which to detect at least one of crop rows and ridges, the search region having a size and shape including at least a portion of one or more wheels of the agricultural machine.

Various embodiments relate generally to computer vision and automation to autonomously identify and deliver for application a treatment to an object among other objects, data science and data analysis, including machine learning, deep learning, and other disciplines of computer-based artificial intelligence to facilitate identification and treatment of objects, and robotics and mobility technologies to navigate a delivery system, more specifically, to an agricultural delivery system configured to identify and apply, for example, an agricultural treatment to an identified agricultural object. In some examples, a method may include, receiving data representing a policy specifying a type of action for an agricultural object, selecting an emitter with which to perform a type of action for the agricultural object as one of one or more classified subsets, and configuring the agricultural projectile delivery system to activate an emitter to propel an agricultural projectile to intercept the agricultural object.

A working vehicle includes a steering device to steer a vehicle body, a working device connected to the vehicle body, an automatic steering controller to perform automatic steering of the steering device based on a difference between a scheduled traveling line and a position of the vehicle body, and a parameter changer to change a control parameter of the automatic steering depending on the working device connected to the vehicle body.

An inter-row cultivator with a large working width, comprising a base frame with a chassis, via which the base frame is supported on the soil, and a drawbar by means of which the inter-row cultivator can be suspended on a towing vehicle; at least two tool segments, which extend transversely to the travel direction over the entire working width in a working position and which preferably extend along the travel direction in a transport position; and a plurality of hoeing assemblies which are arranged on the tool segments via a respective height guide device, preferably a remotely adjustable height guide device, wherein soil working tools paired with individual plant rows are arranged on the hoeing assemblies. The aim of the invention is to improve the care of cultivated plants. This is achieved in that the tool segments are arranged on the base frame separately movable manner transversely to the travel direction via a respective moving unit so as to be controllable and/or regulatable at least in working position, and a control and/or regulating unit is provided in order to determine suitable positions of the tool segments and to set said positions by means of the moving units.