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Automatic measuring and processing system of audio sensing for real-time arc height control of pulsed GTAW

Na Lv (Institute of Welding Technology, Shanghai Jiao Tong University, Shanghai, China)
Jiyong Zhong (Institute of Welding Technology, Shanghai Jiao Tong University, Shanghai, China)
Jifeng Wang (Shanghai Institute of Special Equipment Inspection and Technical Research, Shanghai, China)
Shanben Chen (Institute of Welding Technology, Shanghai Jiao Tong University, Shanghai, China)

Sensor Review

ISSN: 0260-2288

Article publication date: 14 January 2014

1056

Abstract

Purpose

Surface forming control of welding bead is the fundamental study in automated welding. Considering that the vision sensing system cannot extract the height information of weld pool in pulsed GTAW process, so this paper designed a set of automatic measurement and control technology to achieve real-time arc height control via audio sensing system. The paper aims to discuss these issues.

Design/methodology/approach

The experiment system is based on GTAW welding with acoustic sensor and signal conditioner. A combination denoising method was used to reduce the environmental noise and pulse interference noise. After extracting features of acoustic signal, the relationship between arc height and arc sound pressure was established by linear fitting. Then in order to improve the prediction accuracy of that model, the piecewise linear fitting method was proposed. Finally, arc height linear model of arc sound signal and arc height is divided into two parts and built in two different arc height conditions, which are arc height 3-4 and 4-5-6 mm.

Findings

The combination denoising method was proved to have great effect on reducing the environmental noise and pulse interference noise. The experimental results showed that the prediction accuracy of linear model was not stable in different arc height changing state, like 3-4 and 4-5-6 mm. The maximum error was 0.635588 mm. And the average error of linear model was about 0.580487 mm, and the arc sound signal was accurately enough to meet the requirement for real-time control of arc height in pulse GTAW.

Originality/value

This paper tries to make a foundation work to achieve controlling of depth of welding pool through arc sound signal, then the welding quality control. So a new idea of arc height control based on automatic measuring and processing system through arc sound signal was proposed. A new way to remove environmental noise and pulse interference noise was proposed. The results of this thesis had proved that arc sound signal was an effective features and precisely enough for online arc height monitoring during pulsed GTAW.

Keywords

Acknowledgements

This work is supported by the National Natural Science Foundation of China under the Grant No. 51075268 and Shanghai Sciences & Technology Committee under Grant No. 09JC1407100, People's Republic of China, and Shanghai Natural Science Foundation No.11ZR1433400.

Citation

Lv, N., Zhong, J., Wang, J. and Chen, S. (2014), "Automatic measuring and processing system of audio sensing for real-time arc height control of pulsed GTAW", Sensor Review, Vol. 34 No. 1, pp. 51-66. https://doi.org/10.1108/SR-02-2013-628

Publisher

:

Emerald Group Publishing Limited

Copyright © 2014, Emerald Group Publishing Limited

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