Single-arm mechanical arm self-adaptation controller and control method based on output position

An adaptive controller and manipulator technology, applied in manipulators, program-controlled manipulators, manufacturing tools, etc., can solve problems such as good results and no control scheme.

An adaptive controller and manipulator technology, applied in manipulators, program-controlled manipulators, manufacturing tools, etc., can solve problems such as good results and no control scheme.

CN108942935AInactive Publication Date: 2018-12-07NANJING UNIV OF POSTS & TELECOMM

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  • Single-arm mechanical arm self-adaptation controller and control method based on output position
  • Single-arm mechanical arm self-adaptation controller and control method based on output position
  • Single-arm mechanical arm self-adaptation controller and control method based on output position

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Embodiment Construction

[0104] Such as figure 1 As shown, the present invention discloses an adaptive controller and control method for a single-arm manipulator based on the output position.

[0105] In the design process of the controller, based on the premise of the output position, the present invention uses the fuzzy logic system and the adaptive backstepping control design method to design the backstepping method controller, and then uses the adaptive dynamic programming method (AdaptiveDynamic Programming, ADP) The ADP controller is designed with the neural network technology, so that the performance index of the single-arm manipulator system can be optimized. Combining the backstepping controller and the ADP controller, an adaptive fuzzy optimal controller based on the output position is designed.

[0106] Specifically, an adaptive controller for a single-arm manipulator based on the output position, which is connected to the single-arm manipulator system, is characterized in that it includes ...

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Abstract

The invention discloses a single-arm mechanical arm self-adaptation controller and control method based on the output position. The controller comprises a first comparator unit, an observer unit, a backstepping first updating unit, a backstepping first approaching unit, a backstepping first arithmetic unit, a second comparator unit, a backstepping first sub-controller unit, a third comparator unit, a fourth comparator unit, a backstepping second updating unit, a backstepping second approaching unit, a backstepping second arithmetic unit, a fifth comparator unit, a backstepping second sub-controller unit, an ADP updating unit, an ADP approaching unit, an ADP arithmetic unit, an ADP first sub-controller unit, an ADP second sub-controller unit and a sixth comparator unit. According to the single-arm mechanical arm self-adaptation controller and control method based on the output position, the stability of a single-arm mechanical arm is guaranteed, meanwhile, the performance index of a system is reduced, the control cost of the system is reduced, and high use and popularization value is achieved.

Description

technical field [0001] The invention relates to a controller and a control method, in particular to an output position-based single-arm manipulator adaptive controller and a control method, belonging to the field of industrial process control. Background technique [0002] As an important measurable output, the joint angular displacement of the single-arm manipulator is one of the frequently used control quantities in the single-arm manipulator system. In the past ten years, a large number of scholars have begun to study the control problem of single-arm manipulators. Among them, the performance index function is an important function to evaluate the performance of the single-arm manipulator system. The optimization of the performance index function is the current single-arm manipulator. An important design goal of the controller. [0003] Specifically, the current research on the control of single-arm manipulator systems has achieved the following progress and correspondin...

Claims

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Application Information

Patent Timeline
07 Dec 2018
Publication
CN108942935A
IPC
B25J9/16
CPC
B25J9/161; B25J9/1633
Inventors
杨杨; 徐闯