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Data-Driven Ergonomic Risk Assessment of Complex Hand-intensive Manufacturing Processes
March 12, 2024, 4:42 a.m. | Anand KrishnanAgnes, Xingjian YangAgnes, Utsav SethAgnes, Jonathan M. JeyachandranAgnes, Jonathan Y. AhnAgnes, Richard GardnerAgnes, Samuel F. PedigoA
cs.LG updates on arXiv.org arxiv.org
Abstract: Hand-intensive manufacturing processes, such as composite layup and textile draping, require significant human dexterity to accommodate task complexity. These strenuous hand motions often lead to musculoskeletal disorders and rehabilitation surgeries. We develop a data-driven ergonomic risk assessment system with a special focus on hand and finger activity to better identify and address ergonomic issues related to hand-intensive manufacturing processes. The system comprises a multi-modal sensor testbed to collect and synchronize operator upper body pose, hand …
abstract arxiv assessment complexity cs.hc cs.lg data data-driven focus human manufacturing processes risk risk assessment type
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