2018
DOI: 10.2355/isijinternational.isijint-2017-282
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Quality Estimation in Small Scale Resistance Spot Welding of Titanium Alloy Based on Dynamic Electrical Signals

Abstract: In the present study, a quality monitoring system in small scale resistance spot welding based on dynamic resistance and neural network was proposed. A precise dynamic resistance curve was obtained directly from the welding machine. Dynamic resistance and nugget development were found sensitive to the change of welding current. The second resistance peak gradually disappeared as welding current increased. Weld expulsion occurrence could be detected through the obvious fluctuation in dynamic electrical signals.… Show more

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Cited by 7 publications
(2 citation statements)
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“…In many previous studies (Refs. [6][7][8][9] and some commercial RSW controllers, the dynamic resistance drop (△R drop ) after its peak has been used as a key feature for evaluating nugget diameter. However, this method may not be accurate enough.…”
Section: Analysis Of Resistance Drop Featurementioning
confidence: 99%
“…In many previous studies (Refs. [6][7][8][9] and some commercial RSW controllers, the dynamic resistance drop (△R drop ) after its peak has been used as a key feature for evaluating nugget diameter. However, this method may not be accurate enough.…”
Section: Analysis Of Resistance Drop Featurementioning
confidence: 99%
“…In general, some important process signals, such as dynamic resistance and electrode displacement, are commonly employed on many occasions because they can indirectly reflect the physical characteristics of the parent metal sheets. 11,12) For decades, these two signals were always medium process variables to accomplish the nondestructive test (NDT) task 13,14) or design a tracking control strategy. 15) However, there were few works concerning obtaining these two signals by means of numerical calculation, so the works cannot be closely related to the actual engineering requirements.…”
Section: Introductionmentioning
confidence: 99%