Deep learning approaches for force feedback based void defect detection in friction stir welding

Author:

Rabe P.,Schiebahn A.,Reisgen U.

Funder

Deutsche Forschungsgemeinschaft

Publisher

Elsevier BV

Subject

Mechanical Engineering,Mechanics of Materials,Engineering (miscellaneous),Chemical Engineering (miscellaneous)

Reference43 articles.

1. Lohwasser, D. (Publ.): friction stir welding. From basics to applications. Woodhead Publishing in materials. Bocan Raton, Fla., Oxford: CRC Press; WP Woodhead Publ 2010.

2. Friction stir welding of aluminum to copper–an overview;Sharma;Trans. Nonferrous Met. Soc. China,2017

3. Robot-based friction stir welding for e-mobility and general applications;Richter;Biul. Inst. Spaw.,2017

4. Investigation of nondestructive testing methods for friction stir welding;Taheri;Metals,2019

5. A review on sensor based monitoring and control of friction stir welding process and a roadmap to Industry 4.0;Mishra;J. Manuf. Process.,2018

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1. A Review of Optimization and Measurement Techniques of the Friction Stir Welding (FSW) Process;Journal of Manufacturing and Materials Processing;2023-10-07

2. The response of force characteristic to weld-forming process in friction stir welding assisted by machine learning;International Journal of Mechanical Sciences;2023-09

3. Role of expert systems to optimize the friction stir welding process parameters using numerical modelling: a review;International Journal on Interactive Design and Manufacturing (IJIDeM);2023-07-18

4. Analysis of friction stir welds using numerical modelling approach: a comprehensive review;International Journal on Interactive Design and Manufacturing (IJIDeM);2023-05-06

5. In Line Nondestructive Testing for Sheet Metal Friction Stir Welding;SAE Technical Paper Series;2023-04-11

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