Abstract
Torch position, traveling speed, and attitude play an important role in welding quality control for both manual and robotic arc welding process. Besides, their detection may facilitate welding process monitoring, welder training, as well as novel ways for many other interesting and useful applications. Yet, few research has been done in the torch navigation in manual arc welding process. In this paper, we describe and implement a Kalman-based framework to estimate the position, traveling speed, and attitude of a torch in manual welding process. The proposed framework makes use of an inertial navigation system (INS) mechanization algorithm, a Zero Velocity Update (ZUPT) methodology, and a unscented Kalman filter (UKF). The proposed measurement employs a low-price miniature wireless inertial measuring unit (WIMU) consisting of a tri-axial accelerometer, one tri-axial gyroscope and a magnetometer. The performance of the proposed scheme has been evaluated by welding simulations with different types of fit-ups. Statistics shows that the position errors are about 1% of the total traveled distance, which are considered acceptable for the intended manual welding applications.
Original language | English |
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Title of host publication | 19th IFAC World Congress IFAC 2014, Proceedings |
Editors | Edward Boje, Xiaohua Xia |
Pages | 7158-7163 |
Number of pages | 6 |
ISBN (Electronic) | 9783902823625 |
DOIs | |
State | Published - 2014 |
Event | 19th IFAC World Congress on International Federation of Automatic Control, IFAC 2014 - Cape Town, South Africa Duration: Aug 24 2014 → Aug 29 2014 |
Publication series
Name | IFAC Proceedings Volumes (IFAC-PapersOnline) |
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Volume | 19 |
ISSN (Print) | 1474-6670 |
Conference
Conference | 19th IFAC World Congress on International Federation of Automatic Control, IFAC 2014 |
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Country/Territory | South Africa |
City | Cape Town |
Period | 8/24/14 → 8/29/14 |
Bibliographical note
Publisher Copyright:© IFAC.
Funding
This work is funded by the National Science Foundation under grant CMMI-0927707. by National Science Foundation under grant CMMI-
Funders | Funder number |
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National Science Foundation (NSF) | CMMI-, CMMI-0927707 |
Keywords
- Inertial navigation
- Manual welding
- Torch position measurement
- Unscented Kalman fitler
- Zero velocity update
ASJC Scopus subject areas
- Control and Systems Engineering