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Industrial robot and its trajectory tracking control method based on iterative feedback adjustment

An industrial robot, trajectory tracking technology, applied in the direction of adaptive control, general control system, control/regulation system, etc., can solve the problems of disturbance suppression strategy research, impact control real-time performance, limited trajectory tracking control performance, etc.

Inactive Publication Date: 2020-08-18
HUAZHONG UNIV OF SCI & TECH
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Problems solved by technology

[0006] 1) The traditional method relies on the identification of the precise model of the system, and for the drive system with nonlinear, strong coupling and time-varying parameters, its control performance will be affected, and unmodeled dynamics and model errors always exist , so cascade controllers designed based on inaccurate models cannot guarantee the optimal control performance of the system;
[0007] 2) The existing method adopts the concept of step-by-step design for the speed loop and the position loop. For the design optimization of the single-joint trajectory tracking controller, it is necessary to study the control algorithm for the speed loop and the position loop separately, so the efficiency of the algorithm cannot be guaranteed. To ensure that, thus affecting the real-time control;
[0008] 3) On the other hand, the process data used in the controller design will be subject to noise interference or sensor noise when it is transmitted through the wire, and the existing methods do not study the disturbance suppression strategy for noise interference, so the trajectory tracking control performance limited

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  • Industrial robot and its trajectory tracking control method based on iterative feedback adjustment
  • Industrial robot and its trajectory tracking control method based on iterative feedback adjustment
  • Industrial robot and its trajectory tracking control method based on iterative feedback adjustment

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Embodiment Construction

[0071] In order to make the object, technical solution and advantages of the present invention more clear, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention. In addition, the technical features involved in the various embodiments of the present invention described below can be combined with each other as long as they do not constitute a conflict with each other.

[0072] Such as figure 1 As shown, the present invention proposes an industrial robot trajectory tracking control method based on iterative feedback adjustment, and its implementation steps can be summarized as follows:

[0073] Step 1: Determine the trajectory tracking control criterion of the single joint drive system:

[0074] For a traditional multi-joint industrial robot, its single-joi...

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Abstract

The invention discloses an industrial robot based on iterative feedback adjustment and a trajectory tracking control method thereof, and belongs to the field of industrial robot control. The method combines the limitation of the amplitude of a control input signal and trajectory tracking errors, establishes a trajectory tracking control criterion, derives to obtain a partial derivative of the control criterion relative to a speed controller and a position controller, then designs three iterative experiments and uses the collected data to complete the estimation of the information of the partial derivative of the control criterion, and realizes the update and correction of trajectory tracking controller parameters of joint drive systems. Compared with the prior art, the trajectory trackingcontrol method is a model-free adaptive control method which is not affected by unmodeled dynamics and modeling errors, the effect of noise disturbance by a method of repeatedly obtaining data by iteration is eliminated, and position following errors in an iteration domain are combined to adaptively update the trajectory tracking controller parameters of a correction system to ensure that the following control performance of the system is optimal.

Description

technical field [0001] The invention belongs to the field of industrial robot control, and more specifically relates to an industrial robot trajectory tracking control method based on iterative feedback adjustment. Background technique [0002] High-performance industrial robot systems are widely used in fields requiring high control precision, such as laser processing, welding, palletizing, and 3C. For industrial robots, the control performance of the drive system of each joint will directly affect the operating efficiency and positioning accuracy of industrial robots, so using advanced intelligent control algorithms to further improve the dynamic response tracking performance of its joint drive system can ensure the trajectory tracking of industrial robots Control precision and reliability. [0003] In the field of automation control, industrial robots need to be precisely positioned. The drive system of each joint adopts a cascade control structure. This cascade control ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G05B13/02
CPCG05B13/024
Inventor 谢远龙王书亭刘伦洪罗年猛张捷蒋立泉孟杰赵伟
Owner HUAZHONG UNIV OF SCI & TECH
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