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Reconfigurable theory of six-dimensional force sensor measurement algorithm research
- Categories:Technical knowledge
- Time of issue:2020-04-02 08:46
(Summary description)At present, with the rapid development of science and technology, the machinery manufacturing industry is increasingly moving in the direction of fine processing, in which high-precision measurement is very necessary. At the same time, in the aerospace and defense fields, the requirements for equipment are very strict, and it is important to ensure the accuracy, stability and adaptability of the measurement system.
Reconfigurable theory of six-dimensional force sensor measurement algorithm research
(Summary description)At present, with the rapid development of science and technology, the machinery manufacturing industry is increasingly moving in the direction of fine processing, in which high-precision measurement is very necessary. At the same time, in the aerospace and defense fields, the requirements for equipment are very strict, and it is important to ensure the accuracy, stability and adaptability of the measurement system.
- Categories:Technical knowledge
- Time of issue:2020-04-02 08:46
- Views:
At present, with the rapid development of science and technology, the machinery manufacturing industry is increasingly moving in the direction of fine processing, in which high-precision measurement is very necessary. At the same time, in the aerospace and defense fields, the requirements for equipment are very strict, and it is important to ensure the accuracy, stability and adaptability of the measurement system.
In this paper, the measurement algorithm of the parallel six-dimensional force sensor is studied based on reconfigurability theory to meet the requirements of high accuracy measurement of the sensor in measurement tasks. The study is carried out in terms of stiffness reconstruction algorithm, dimensional reconstruction algorithm, fault-tolerant reconstruction algorithm and static calibration experiment of the sensor, which provides some reference for the study of measurement algorithm of the parallel six-dimensional force sensor.
Firstly, based on the small deformation assumption and deformation superposition principle, a stiffness modeling algorithm is established for the parallel six-dimensional force sensor, and the static force mapping matrix of the parallel six-dimensional force sensor is calculated. The correctness of the stiffness reconstruction algorithm is verified.
Secondly, based on the segmental calibration method and the least squares method, we derived the dimensional reconstruction algorithm of the parallel six-dimensional force sensor based on the results of the virtual calibration, established the dimensional reconstruction measurement model corresponding to all feasible measurement structure solutions, and carried out the optimal configuration of redundant branches to calculate the optimal measurement model of the sensor under various external load conditions. The model reconstruction algorithm based on adaptive measurement task requirements is the basis of the research.
The fault-tolerant reconfiguration algorithm is established to analyze whether the sensor can continue to work normally after a fault occurs.
Finally, a static calibration experiment was conducted on the parallel six-dimensional force sensor, and the error analysis of the sensor was carried out based on the calibration data, and the measurement error of the sensor was found to be within the allowable range. The correctness of the dimensional reconstruction algorithm and the signal fault-tolerant reconstruction algorithm is verified.
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