Work vehicle systems and methods for soil compaction mitigation planning
An agricultural system includes a sink region sensor configured to collect information regarding a sink region within the field; a vehicle sensor configured to collect information regarding current vehicle weight when proximate to the sink region within the field; and a controller. The controller includes processor and memory architecture executing control logic to: receive the sink region information and extract sink region characteristics; receive the current vehicle weight; determine a potential soil compaction impact of the agricultural work vehicle traversing the sink region in view of the sink region characteristics and the current vehicle weight; and generate commands associated with a sink region prescription to address the sink region at a later time when the potential soil compaction impact exceeds a sink region constraint; and generate commands to proceed along the default path when the potential soil compaction impact does not exceed the sink region constraint.
1 . An agricultural system associated an agricultural work vehicle configured to operate at least along a default path within a field during an agricultural operation, comprising:
a sink region sensor configured to collect information regarding a sink region within the field;
a vehicle sensor configured to collect information regarding current vehicle weight when proximate to the sink region within the field; and
a controller coupled to the sink region sensor and the vehicle sensor and including processor and memory architecture executing control logic to:
receive the sink region information and extract sink region characteristics from the sink region information;
receive the current vehicle weight;
determine a potential soil compaction impact of the agricultural work vehicle traversing the sink region in view of the sink region characteristics and the current vehicle weight; and
generate commands associated with a sink region prescription to address the sink region at a later time when the potential soil compaction impact exceeds a sink region constraint; and
generate commands to proceed along the default path when the potential soil compaction impact does not exceed the sink region constraint.
2 . The agricultural system of claim 1 , wherein the processor and the memory architecture of the controller are configured to further execute control logic to:
evaluate an ability of the agricultural work vehicle to navigate the sink region along the default path in view of the sink region characteristics and the current vehicle weight;
generate the commands associated with the sink region prescription when the potential soil compaction impact exceeds a sink region constraint or when the evaluation of the ability of the agricultural work vehicle to navigate the sink region along the default path indicates that the agricultural work vehicle is unable to navigate through the sink region along the default path; and
generate commands to proceed along the default path when the potential soil compaction impact does not exceed the sink region constraint and when the evaluation of the ability of the agricultural work vehicle to navigate the sink region along the default path indicates that the agricultural work vehicle is able to navigate through the sink region along the default path.
3 . The agricultural system of claim 2 , wherein the vehicle sensor is on-board the agricultural work vehicle.
4 . The agricultural system of claim 2 , wherein the sink region sensor is on-board the agricultural work vehicle.
5 . The agricultural system of claim 2 , further comprising a soil sensor coupled to the controller and configured to collect soil information within the field, and wherein the processor and the memory architecture of the controller are configured to further execute control logic to:
receive the soil information and to extract soil characteristics from the soil information; and
determine the potential soil compaction impact further in view of the soil characteristics.
6 . The agricultural system of claim 1 , wherein the sink region sensor is an image sensor.
7 . The agricultural system of claim 1 , further comprising a display interface coupled to the controller and configured to display the commands associated with the sink region prescription to an operator.
8 . The agricultural system of claim 1 , wherein the commands associated with the sink region prescription are actuator commands for navigating the agricultural work vehicle.
9 . The agricultural system of claim 1 , wherein the sink region sensor is offboard of the agricultural work vehicle.
10 . The agricultural system of claim 1 , wherein the sink region prescription includes a time to return to the sink region.
11 . The agricultural system of claim 1 , wherein the sink region prescription includes a target weight of the agricultural work vehicle to return to the sink region.
12 . The agricultural system of claim 1 , wherein the processor and the memory architecture of the controller are configured to further execute control logic to: receive a weather forecast and to further generate the sink region prescription based on the weather forecast.
13 . A method of evaluating sink regions within a field associated with an agricultural work vehicle performing an agricultural operation along a default path, the method comprising:
collecting, with a sink region sensor, information regarding a first sink region within the field;
collecting, with a vehicle sensor, information regarding current vehicle weight when proximate to the first sink region within the field;
extracting, with a controller, sink region characteristics from the sink region information;
determining, with the controller a potential soil compaction impact of the agricultural work vehicle traversing the sink region in view of the sink region characteristics and the current vehicle weight;
generating, with the controller, commands associated with a sink region prescription to address the sink region at a later time when the potential soil compaction impact exceeds a sink region constraint for the first sink region; and
generating, with the controller, commands to proceed along the default path when the potential soil compaction impact does not exceed the sink region constraint.
14 . The method of claim 13 , further comprising:
evaluating, with the controller, an ability of the agricultural work vehicle to navigate the first sink region along the default path in view of the sink region characteristics and the current vehicle weight;
generating, with the controller, the commands associated with the sink region prescription to at least partially avoid the first sink region when the potential soil compaction impact exceeds a sink region constraint or when the evaluation of the ability of the agricultural work vehicle to navigate the first sink region along the default path indicates that the agricultural work vehicle is unable to navigate through the first sink region along the default path; and
generating, with the controller, commands to proceed along the default path when the potential soil compaction impact does not exceed the sink region constraint and when the evaluation of the ability of the agricultural work vehicle to navigate the first sink region along the default path indicates that the agricultural work vehicle is able to navigate through the first sink region along the default path.
15 . The method of claim 14 , wherein the vehicle sensor is on-board the agricultural work vehicle.
16 . The method of claim 14 , wherein the sink region sensor is on-board the agricultural work vehicle.
17 . The method of claim 14 , further comprising:
collecting, with a soil sensor, soil information within the field;
extracting, with the controller, soil characteristics from the soil information; and
determining, with the controller, the potential soil compaction impact further in view of the soil characteristics.
18 . The method of claim 14 , wherein the sink region prescription includes a time to return to the sink region.
19 . The method of claim 14 , wherein the sink region prescription includes a target weight of the agricultural work vehicle to return to the sink region.
20 . The method of claim 14 , further comprising receiving a weather forecast, and wherein the generating the sink region prescription includes determining the sink region prescription based on the weather forecast.