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Six-dimensional force sensors: design of a follow-me system for sensing technology
- Categories:Technical knowledge
- Time of issue:2020-03-28 14:41
(Summary description)In order to meet the requirements of ground assembly tests of space telescopes in orbit, a high-sensitivity and large-range six-dimensional force sensor is designed, taking into account the range, stiffness and sensitivity of the six-dimensional force sensor. Firstly, the mathematical modeling of the classical cross-beam six-dimensional force sensor is carried out, and the mathematical expressions of the strain on the surface of the strain beam and the deformation stiffness of the elastomer are compared when each channel acts alone, and then a set of improvement schemes to improve the sensitivity of the sensor is proposed; then the detailed design of the sensor structure is carried out, and the feasibility of the structural scheme is verified by the finite element simulation of the sensor; finally, the six-dimensional force sensor is processed and calibrated. The sensing
Six-dimensional force sensors: design of a follow-me system for sensing technology
(Summary description)In order to meet the requirements of ground assembly tests of space telescopes in orbit, a high-sensitivity and large-range six-dimensional force sensor is designed, taking into account the range, stiffness and sensitivity of the six-dimensional force sensor. Firstly, the mathematical modeling of the classical cross-beam six-dimensional force sensor is carried out, and the mathematical expressions of the strain on the surface of the strain beam and the deformation stiffness of the elastomer are compared when each channel acts alone, and then a set of improvement schemes to improve the sensitivity of the sensor is proposed; then the detailed design of the sensor structure is carried out, and the feasibility of the structural scheme is verified by the finite element simulation of the sensor; finally, the six-dimensional force sensor is processed and calibrated. The sensing
- Categories:Technical knowledge
- Time of issue:2020-03-28 14:41
- Views:
The force control of the robot is an important part of human-robot interaction. By integrating the six-dimensional force sensor sensing mechanism with robot control technology and using the force information as the control input of the human-robot interaction system, we developed a fast response and stable operation follow-me control strategy and built a human-robot interaction and test platform integrating six-dimensional force sensing, host computer control, and robot system to realize the follow-me motion control of the robot to the force applicator. To compensate for the coupling force interference during the deflection of the robot end motion, the six-dimensional force sensor was calibrated during operation, and the actual compensation model was compared and analyzed with the theoretical model, and the robot end actuator was compensated for the force. The results show that the HMI system has good test results and provides a reference for the problem of unclear initial positioning and trajectory planning of the robot assembly task.
The inter-dimensional coupling problem of multidimensional force sensors seriously affects the improvement of detection accuracy. A new RF-GA (genetic algorithm-based improved random forest algorithm) decoupling method is designed to solve the decoupling problem of multidimensional force information and achieve the goal of improving the detection accuracy of force sensors. To address the problem that the random forest algorithm contains a large number of subtrees, but the prediction accuracy of each subtree cannot be guaranteed, the genetic algorithm is used to filter the subtrees of the random forest and retain the high quality subtrees so as to improve the prediction accuracy. The RF-GA algorithm is applied to the actual force information decoupling by using a six-dimensional force sensor based on strain detection as the experimental object, and the RF-GA algorithm is verified by decoupling experiments. Compared with the existing decoupling algorithms, the RF-GA decoupling method has the advantages of high accuracy and short decoupling time, and the experimental results show that the algorithm can effectively improve the decoupling accuracy of multidimensional force sensors.
In order to meet the requirements of the ground assembly test of the space telescope in orbit, a high-sensitivity and large-range six-dimensional force sensor is designed by considering the range, stiffness and sensitivity of the six-dimensional force sensor. Firstly, the mathematical modeling of the classical cross-beam six-dimensional force sensor was carried out, and the mathematical expressions of the strain on the surface of the strain beam and the deformation stiffness of the elastomer were compared when each channel was acting alone, and a set of improvement schemes to improve the sensitivity of the sensor was proposed. The six-dimensional force sensor has excellent performance and has been applied to the ground experiments of in-orbit assembly telescope.
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