An intelligent process model: predicting springback in single point incremental forming
This paper proposes an intelligent process model (IPM), founded on the concept of data
mining, for predicting springback in the context of sheet metal forming, in particular, single …
mining, for predicting springback in the context of sheet metal forming, in particular, single …
Springback prediction using point series and deep learning
Y Bingqian, Y Zeng, H Yang, MP Oscoz, M Ortiz… - … International Journal of …, 2024 - Springer
One of the main challenges that prevent wide adoption of Single Point Incremental Forming
(SPIF) is the geometric accuracy of the process resulting primarily from the effect of …
(SPIF) is the geometric accuracy of the process resulting primarily from the effect of …
Springback Prediction Using Gated Recurrent Unit and Data Augmentation
Artificial intelligence (AI) has been widely used in manufacturing, healthcare, sports, finance
and other fields to model nonlinearities and make reliable predictions. In manufacturing, AI …
and other fields to model nonlinearities and make reliable predictions. In manufacturing, AI …
Predicting features in complex 3d surfaces using a point series representation: a case study in sheet metal forming
This paper presents an integrated framework for learning to predict geometry related
features with respect to 3D surfaces. The idea is to use a training set of known prediction …
features with respect to 3D surfaces. The idea is to use a training set of known prediction …
[PDF][PDF] Fixtureless automated incremental sheet metal forming
B Ilangovan - 2016 - repository.lboro.ac.uk
Die-based forming is a technology used by many industries to form metal panels. However,
this method of forming lacks flexibility and cost effectiveness. In such cases, manual panel …
this method of forming lacks flexibility and cost effectiveness. In such cases, manual panel …
Springback Prediction Using Gated Recurrent Unit and Data Augmentation Check for updates
Artificial intelligence (AI) has been widely used in manufacturing, healthcare, sports, finance
and other fields to model nonlinearities and make reliable predictions. In manufacturing, AI …
and other fields to model nonlinearities and make reliable predictions. In manufacturing, AI …
[PDF][PDF] Application of the Moment Shape Representations to the General Shape Analysis
D Frejlichowski - Image Processing & Communications, 2016 - archive.sciendo.com
The General Shape Analysis (GSA) is a task similar to the shape recognition and retrieval.
However, in GSA an object usually does not belong to a template class, but can only be …
However, in GSA an object usually does not belong to a template class, but can only be …