A comparison of two types of neural network for weld quality prediction in small scale resistance spot welding

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2017.01.028 ◽

2017 ◽

Vol 93 ◽

pp. 634-644 ◽

Author(s):

Xiaodong Wan ◽

Yuanxun Wang ◽

Dawei Zhao ◽

YongAn Huang

Keyword(s):

Neural Network ◽

Resistance Spot Welding ◽

Spot Welding ◽

Small Scale ◽

Quality Prediction ◽

Weld Quality ◽

Resistance Spot ◽

Scale Resistance

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Weld quality monitoring research in small scale resistance spot welding by dynamic resistance and neural network

Measurement ◽

10.1016/j.measurement.2016.12.010 ◽

2017 ◽

Vol 99 ◽

pp. 120-127 ◽

Author(s):

Xiaodong Wan ◽

Yuanxun Wang ◽

Dawei Zhao ◽

YongAn Huang ◽

Zhouping Yin

Keyword(s):

Neural Network ◽

Resistance Spot Welding ◽

Spot Welding ◽

Quality Monitoring ◽

Small Scale ◽

Dynamic Resistance ◽

Weld Quality ◽

Resistance Spot ◽

Scale Resistance

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Real time monitoring weld quality of small scale resistance spot welding for titanium alloy

Measurement ◽

10.1016/j.measurement.2013.02.018 ◽

2013 ◽

Vol 46 (6) ◽

pp. 1957-1963 ◽

Author(s):

Dawei Zhao ◽

Yuanxun Wang ◽

Suning Sheng ◽

Zongguo Lin

Keyword(s):

Titanium Alloy ◽

Real Time ◽

Resistance Spot Welding ◽

Spot Welding ◽

Small Scale ◽

Weld Quality ◽

Real Time Monitoring ◽

Resistance Spot ◽

Scale Resistance

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Effects of Au plating on dynamic resistance during small-scale resistance spot welding of thin Ni sheets

Metallurgical and Materials Transactions A ◽

10.1007/s11661-005-0053-z ◽

2005 ◽

Vol 36 (7) ◽

pp. 1901-1910 ◽

Author(s):

W. Tan ◽

S. Lawson ◽

Y. Zhou

Keyword(s):

Resistance Spot Welding ◽

Spot Welding ◽

Small Scale ◽

Dynamic Resistance ◽

Resistance Spot ◽

Scale Resistance

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Quality Estimation in Small Scale Resistance Spot Welding of Titanium Alloy Based on Dynamic Electrical Signals

ISIJ International ◽

10.2355/isijinternational.isijint-2017-282 ◽

2018 ◽

Vol 58 (4) ◽

pp. 721-726 ◽

Author(s):

Xiaodong Wan ◽

Yuanxun Wang ◽

Dawei Zhao

Keyword(s):

Titanium Alloy ◽

Resistance Spot Welding ◽

Spot Welding ◽

Small Scale ◽

Quality Estimation ◽

Electrical Signals ◽

Resistance Spot ◽

Scale Resistance

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Quality Monitoring Research of Small Scale Resistance Spot Welding Based on Voltage Signal

ISIJ International ◽

10.2355/isijinternational.53.240 ◽

2013 ◽

Vol 53 (2) ◽

pp. 240-244 ◽

Author(s):

Dawei Zhao ◽

Yuanxun Wang ◽

Zongguo Lin ◽

Suning Sheng

Keyword(s):

Resistance Spot Welding ◽

Spot Welding ◽

Quality Monitoring ◽

Small Scale ◽

Resistance Spot ◽

Scale Resistance ◽

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Small-scale resistance spot welding of bulk glassy alloys

Welding International ◽

10.1080/09507111003655382 ◽

2011 ◽

Vol 25 (7) ◽

pp. 501-504 ◽

Author(s):

Shinji Fukumoto

Keyword(s):

Resistance Spot Welding ◽

Spot Welding ◽

Small Scale ◽

Resistance Spot ◽

Glassy Alloys ◽

Scale Resistance

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Electrode Displacement and Dynamic Resistance During Small-Scale Resistance Spot Welding

Advanced Science Letters ◽

10.1166/asl.2012.2180 ◽

2012 ◽

Vol 11 (1) ◽

pp. 72-79 ◽

Author(s):

Yung-Chang Chen ◽

Kuang-Hung Tseng ◽

Yu-Sheng Cheng

Keyword(s):

Resistance Spot Welding ◽

Spot Welding ◽

Small Scale ◽

Dynamic Resistance ◽

Resistance Spot ◽

Scale Resistance ◽

Electrode Displacement

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Estimation of current path area during small scale resistance spot welding of bulk metallic glass to stainless steel

Science and Technology of Welding & Joining ◽

10.1179/1362171812y.0000000085 ◽

2013 ◽

Vol 18 (2) ◽

pp. 135-142 ◽

Author(s):

S Fukumoto ◽

A Soeda ◽

Y Yokoyama ◽

M Minami ◽

M Matsushima ◽

...

Keyword(s):

Stainless Steel ◽

Metallic Glass ◽

Bulk Metallic Glass ◽

Resistance Spot Welding ◽

Spot Welding ◽

Small Scale ◽

Resistance Spot ◽

Scale Resistance ◽

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Neural network-based resistance spot welding control and quality prediction

Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials. IPMM'99 (Cat. No.99EX296) ◽

10.1109/ipmm.1999.791516 ◽

1999 ◽

Author(s):

N. Ivezic ◽

J.D. Alien ◽

T. Zacharia

Keyword(s):

Neural Network ◽

Resistance Spot Welding ◽

Spot Welding ◽

Quality Prediction ◽

Resistance Spot

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1109 Weldability of Thin Sheet Metals during Small-Scale Resistance Spot Welding using an Alternating-Current Power Supply

The Proceedings of Conference of Chugoku-Shikoku Branch ◽

10.1299/jsmecs.2009.47.375 ◽

2009 ◽

Vol 2009.47 (0) ◽

pp. 375-376

Author(s):

Hideo KAWAHARA ◽

Tatsuya AKINO

Keyword(s):

Power Supply ◽

Resistance Spot Welding ◽

Spot Welding ◽

Alternating Current ◽

Small Scale ◽

Sheet Metals ◽

Resistance Spot ◽

Scale Resistance

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