Data-Efficient Machine Learning for Straightening Processes in Roll Forming Using FEA Data

Roll forming is a sheet metal forming process characterised by high production rates and high material utilisation. Process-inherent inhomogeneous longitudinal strain distribution across the profiles cross-section requires the use of straighteners to maintain product quality within specifications du...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Johannes Hofmann, Patrick Reining, Peter Groche
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2026-05-01
Цуврал:	Applied Sciences
Нөхцлүүд:	roll forming straightening machine learning transfer learning
Онлайн хандалт:	https://www.mdpi.com/2076-3417/16/10/5024
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!