Steering slop compensation system for an agricultural vehicle
An agricultural vehicle includes a steering system configured to operate to steer the agricultural vehicle to perform a turn. The agricultural vehicle includes processing circuitry. The processing circuitry is configured to obtain an input indicating a specific turn to be performed by the steering system. The processing circuitry is configured to control the steering system of the agricultural vehicle to implement the specific turn based on the input and a model of the steering system of the agricultural vehicle while accounting for a time delay of the steering system due to slop of the steering system.
1 . An agricultural vehicle comprising:
a steering system configured to operate to steer the agricultural vehicle to perform a turn, the steering system comprising a steering column; and
processing circuitry configured to:
obtain an input indicating a specific turn to be performed by the steering system; and
control the steering system of the agricultural vehicle to implement the specific turn based on the input and a model of the steering system of the agricultural vehicle while accounting for a time delay of the steering system due to steering slop of the steering system.
2 . The agricultural vehicle of claim 1 , wherein controlling the steering system of the agricultural vehicle comprises using a Smith Predictor that includes the model of the steering system and an estimation of the time delay of the steering system to generate controls for the steering system.
3 . The agricultural vehicle of claim 1 , wherein the model of the steering system and an estimation of the time delay of the steering system are both vehicle-specific for the agricultural vehicle, the estimation of the time delay of the steering system used to control the steering system such that the time delay of the steering system is accounted for.
4 . The agricultural vehicle of claim 1 , wherein the input comprises a commanded curvature of the agricultural vehicle or a steering wheel adjustment of a steering wheel of the steering system.
5 . The agricultural vehicle of claim 4 , wherein the input is received from a remote control system and the agricultural vehicle is an unmanned or autonomously controlled agricultural vehicle.
6 . The agricultural vehicle of claim 1 , wherein:
the time delay of the steering system is accounted for by using an estimated time delay of the steering system of the agricultural vehicle, the estimated time delay of the steering system of the agricultural vehicle generated based on a recursive regression between a true response curvature of the agricultural vehicle and a predicted response curvature of the agricultural vehicle output by the model; and
the model of the steering system of the agricultural vehicle is generated based on time series data of a curvature of the agricultural vehicle, a yaw rate of the agricultural vehicle, a commanded curvature of the agricultural vehicle, and a forward velocity of the agricultural vehicle.
7 . The agricultural vehicle of claim 1 , wherein the steering system comprises an electric steering system configured to be operated by the processing circuitry to turn a steering wheel of the steering system.
8 . A control system for an agricultural vehicle, the control system comprising:
processing circuitry configured to:
obtain an input indicating a specific turn to be performed by a steering system of the agricultural vehicle; and
control the steering system of the agricultural vehicle to implement the specific turn based on the input and a model of the steering system of the agricultural vehicle while accounting for a time delay of the steering system due to slop in a steering column of the steering system.
9 . The control system of claim 8 , wherein controlling the steering system of the agricultural vehicle comprises using a Smith Predictor that includes the model of the steering system and an estimation of the time delay of the steering system to generate controls for the steering system.
10 . The control system of claim 8 , wherein the model of the steering system and an estimation of the time delay of the steering system are both vehicle-specific for the agricultural vehicle, the estimation of the time delay of the steering system used to control the steering system such that the time delay of the steering system is accounted for.
11 . The control system of claim 8 , wherein the input comprises a commanded curvature of the agricultural vehicle or a steering wheel adjustment of a steering wheel of the steering system.
12 . The control system of claim 11 , wherein the input is received from a remote control system and the agricultural vehicle is an unmanned or autonomously controlled agricultural vehicle.
13 . The control system of claim 8 , wherein:
the time delay of the steering system is accounted for by using an estimated time delay of the steering system of the agricultural vehicle, the estimated time delay of the steering system of the agricultural vehicle generated based on a recursive regression between a true response curvature of the agricultural vehicle and a predicted response curvature of the agricultural vehicle output by the model; and
the model of the steering system of the agricultural vehicle is generated based on time series data of a curvature of the agricultural vehicle, a yaw rate of the agricultural vehicle, a commanded curvature of the agricultural vehicle, and a forward velocity of the agricultural vehicle.
14 . The control system of claim 8 , wherein the steering system comprises an electric steering system configured to be operated by the processing circuitry to turn a steering wheel of the steering system.
15 . A method for controlling a steering system of an agricultural vehicle, the method comprising:
obtaining an input indicating a specific turn to be performed by the steering system of the agricultural vehicle; and
controlling the steering system of the agricultural vehicle to implement the specific turn based on the input and a model of the steering system of the agricultural vehicle while accounting for a time delay of the steering system due to slop in a steering column of the steering system.
16 . The method of claim 15 , wherein controlling the steering system of the agricultural vehicle comprises using a Smith Predictor that includes the model of the steering system and an estimation of the time delay of the steering system to generate controls for the steering system.
17 . The method of claim 15 , wherein the model of the steering system and an estimation of the time delay of the steering system are both vehicle-specific for the agricultural vehicle, the estimation of the time delay of the steering system used to control the steering system such that the time delay of the steering system is accounted for.
18 . The method of claim 15 , wherein the input comprises a commanded curvature of the agricultural vehicle or a steering wheel adjustment of a steering wheel of the steering system.
19 . The method of claim 18 , wherein the input is received from a remote control system and the agricultural vehicle is an unmanned or autonomously controlled agricultural vehicle.
20 . The method of claim 15 , wherein:
the time delay of the steering system is accounted for by using an estimated time delay of the steering system of the agricultural vehicle, the estimated time delay of the steering system of the agricultural vehicle generated based on a recursive regression between a true response curvature of the agricultural vehicle and a predicted response curvature of the agricultural vehicle output by the model; and
the model of the steering system of the agricultural vehicle is generated based on time series data of a curvature of the agricultural vehicle, a yaw rate of the agricultural vehicle, a commanded curvature of the agricultural vehicle, and a forward velocity of the agricultural vehicle.