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Generalisable 3D printing error detection and correction via multi-head neural networks
Material extrusion is the most widespread additive manufacturing method but its application
in end-use products is limited by vulnerability to errors. Humans can detect errors but cannot …
in end-use products is limited by vulnerability to errors. Humans can detect errors but cannot …
[HTML][HTML] Harvesting tacit knowledge for composites workforce development
J Summerscales - Composites Part A: Applied Science and …, 2024 - Elsevier
Explicit knowledge can often be shared through textbooks, technical papers, instruction
manuals, guides, and videos. It is normally objective, logical and technical. However, tacit …
manuals, guides, and videos. It is normally objective, logical and technical. However, tacit …
[HTML][HTML] Using sensors and augmented reality to train apprentices using recorded expert performance: A systematic literature review
Experts are imperative for training apprentices, but learning from experts is difficult. Experts
often struggle to explicate and/or verbalize their knowledge or simply overlook important …
often struggle to explicate and/or verbalize their knowledge or simply overlook important …
Hand layup: understanding the manual process
M Elkington, D Bloom, C Ward… - … polymer & composites …, 2015 - Taylor & Francis
The hand layup of pre-impregnated woven materials is still a large part of the composite
manufacturing industry, requiring the skills and experience of a human workforce to form flat …
manufacturing industry, requiring the skills and experience of a human workforce to form flat …
Determining feasible robot placements in robotic cells for composite prepreg sheet layup
High-performance composites are widely used in industry because of specific mechanical
properties and lightweighting opportunities. Current automation solutions to manufacturing …
properties and lightweighting opportunities. Current automation solutions to manufacturing …
A Manual Assembly Virtual Training System with Automatically Generated Augmented Feedback: Using the Comparison of Digitized Operator's Skill
In general, an experienced operator or expert must deliver face-to-face industrial manual
assembly (I-MA) training. There is a limited number and availability of expert trainers …
assembly (I-MA) training. There is a limited number and availability of expert trainers …
[PDF][PDF] Application of apriori algorithm in the lamination process in yacht production
The article specifies the dependence of defects occurring in the lamination process in the
production of yachts. Despite great knowledge about their genesis, they cannot be …
production of yachts. Despite great knowledge about their genesis, they cannot be …
Online grasp plan refinement for reducing defects during robotic layup of composite prepreg sheets
High-performance composites are increasingly being used in the industry. Sheet layup is a
process of manufacturing composite components using deformable sheets. We have …
process of manufacturing composite components using deformable sheets. We have …
Effects of spatial augmented reality assistance on the efficiency of prefabricating timber frame walls
B Bartuska, A Teischinger, M Riegler - Wood Material Science & …, 2023 - Taylor & Francis
Assistance systems have the potential to support workers in various assembly tasks.
Especially in mass customized prefabrication, the correct objects need to be selected and …
Especially in mass customized prefabrication, the correct objects need to be selected and …
[HTML][HTML] Digitisation of manual composite layup task knowledge using gaming technology
Increased market demand for composite products and shortage of expert laminators is
compelling the composite industry to explore ways to acquire layup skills from experts and …
compelling the composite industry to explore ways to acquire layup skills from experts and …