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Keywords: Component self-alignment
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Journal Articles
Journal:
Soldering & Surface Mount Technology
Soldering & Surface Mount Technology (2023) 35 (2): 78–85.
Published: 12 July 2022
...Maitri Mistry; Rahul Gupta; Swati Jain; Jaiprakash V. Verma; Daehan Won Purpose The purpose of this paper is to develop a machine learning model that predicts the component self-alignment offsets along the length and width of the component and in the angular direction. To find the best performing...
Journal Articles
Machine learning-based prediction of component self-alignment in vapour phase and infrared soldering
Journal:
Soldering & Surface Mount Technology
Soldering & Surface Mount Technology (2019) 31 (3): 163–168.
Published: 31 May 2019
... only of 30 per cent by using infrared soldering method. The established artificial neural network can predict the component self-alignment with an approximately 10-20 per cent mean absolute error. Originality/value It was proven that the vapour phase soldering method is more stable from...
