Generalisable 3D printing error detection and correction via multi-head neural networks

DAJ Brion, SW Pattinson - Nature communications, 2022 - nature.com
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 …

[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 …

[HTML][HTML] Using sensors and augmented reality to train apprentices using recorded expert performance: A systematic literature review

BH Limbu, H Jarodzka, R Klemke, M Specht - Educational Research …, 2018 - Elsevier
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 …

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 …

Determining feasible robot placements in robotic cells for composite prepreg sheet layup

RK Malhan, AM Kabir, B Shah… - International …, 2019 - asmedigitalcollection.asme.org
High-performance composites are widely used in industry because of specific mechanical
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

R Singhaphandu, W Pannakkong, VN Huynh… - IEEE …, 2024 - ieeexplore.ieee.org
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 …

[PDF][PDF] Application of apriori algorithm in the lamination process in yacht production

T Niksa-Rynkiewicz, M Landowski… - Polish Maritime …, 2020 - sciendo.com
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 …

Online grasp plan refinement for reducing defects during robotic layup of composite prepreg sheets

RK Malhan, RJ Joseph, AV Shembekar… - … on Robotics and …, 2020 - ieeexplore.ieee.org
High-performance composites are increasingly being used in the industry. Sheet layup is a
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 …

[HTML][HTML] Digitisation of manual composite layup task knowledge using gaming technology

VA Prabhu, M Elkington, D Crowley, A Tiwari… - Composites Part B …, 2017 - Elsevier
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 …