Elasto-kinematic modelling and calibration of industrial manipulators with coupled wrist gearboxes
(2024)Department of Automatic Control
- Abstract
- This thesis examines how elastic deformations affect the kinematics and stationary positional and orientational accuracy of an industrial manipulator. The analyzed robot had a wrist design which introduced a coupling between the two wrist joints, i.e., the outermost two joints responsible for orienting the end-effector. This meant that one of the wrist motors had an effect on both joints, and that external loads could cause the joints to deform in unexpected ways, which may lead to kinematic inaccuracies if not accounted for. Friction in the gearbox could also lead to complications when identifying the elasticities, as it creates uncertainty in the torque measurements.
Several elasto-kinematic models, which accounted for the coupling in... (More) - This thesis examines how elastic deformations affect the kinematics and stationary positional and orientational accuracy of an industrial manipulator. The analyzed robot had a wrist design which introduced a coupling between the two wrist joints, i.e., the outermost two joints responsible for orienting the end-effector. This meant that one of the wrist motors had an effect on both joints, and that external loads could cause the joints to deform in unexpected ways, which may lead to kinematic inaccuracies if not accounted for. Friction in the gearbox could also lead to complications when identifying the elasticities, as it creates uncertainty in the torque measurements.
Several elasto-kinematic models, which accounted for the coupling in different ways, were designed, and calibration algorithms were developed to identify the model parameters. The results were compared to a simple flexible joint model, which did not include the coupling, to investigate if the inclusion had a positive effect on the results. Calibrations were performed using both torque data from the joint motors, and torques estimated from a gravitational model. A simple model of kinetic friction was also studied and a calibration algorithm was developed to estimate the friction parameters.
The calibrated elastic models were able to reduce positional and orientational error by an order of magnitude. The result could, however, not conclusively show whether the inclusion of the coupling term yielded a better model. Furthermore, the friction model suffered from identifiability issues, and was likely too simple to be useful for reducing measured torque uncertainty, though some insights in the distribution of friction on the gearbox were obtained. (Less)
Please use this url to cite or link to this publication:
http://lup.lub.lu.se/student-papers/record/9181709
- author
- Westholm, Teodor
- supervisor
- organization
- year
- 2024
- type
- H3 - Professional qualifications (4 Years - )
- subject
- report number
- TFRT-6262
- other publication id
- 0280-5316
- language
- English
- id
- 9181709
- date added to LUP
- 2025-02-04 15:01:07
- date last changed
- 2025-02-04 15:01:07
@misc{9181709,
abstract = {{This thesis examines how elastic deformations affect the kinematics and stationary positional and orientational accuracy of an industrial manipulator. The analyzed robot had a wrist design which introduced a coupling between the two wrist joints, i.e., the outermost two joints responsible for orienting the end-effector. This meant that one of the wrist motors had an effect on both joints, and that external loads could cause the joints to deform in unexpected ways, which may lead to kinematic inaccuracies if not accounted for. Friction in the gearbox could also lead to complications when identifying the elasticities, as it creates uncertainty in the torque measurements.
Several elasto-kinematic models, which accounted for the coupling in different ways, were designed, and calibration algorithms were developed to identify the model parameters. The results were compared to a simple flexible joint model, which did not include the coupling, to investigate if the inclusion had a positive effect on the results. Calibrations were performed using both torque data from the joint motors, and torques estimated from a gravitational model. A simple model of kinetic friction was also studied and a calibration algorithm was developed to estimate the friction parameters.
The calibrated elastic models were able to reduce positional and orientational error by an order of magnitude. The result could, however, not conclusively show whether the inclusion of the coupling term yielded a better model. Furthermore, the friction model suffered from identifiability issues, and was likely too simple to be useful for reducing measured torque uncertainty, though some insights in the distribution of friction on the gearbox were obtained.}},
author = {{Westholm, Teodor}},
language = {{eng}},
note = {{Student Paper}},
title = {{Elasto-kinematic modelling and calibration of industrial manipulators with coupled wrist gearboxes}},
year = {{2024}},
}