[HTML][HTML] Deep learning for big data applications in CAD and PLM–Research review, opportunities and case study
With the increasing amount of available data, computing power and network speed for a
decreasing cost, the manufacturing industry is facing an unprecedented amount of data to …
decreasing cost, the manufacturing industry is facing an unprecedented amount of data to …
[HTML][HTML] A research review on the key technologies of intelligent design for customized products
S Zhang, J Xu, H Gou, J Tan - Engineering, 2017 - Elsevier
The development of technologies such as big data and cyber-physical systems (CPSs) has
increased the demand for product design. Product digital design involves completing the …
increased the demand for product design. Product digital design involves completing the …
Machining feature recognition based on deep neural networks to support tight integration with 3D CAD systems
Recently, studies applying deep learning technology to recognize the machining feature of
three-dimensional (3D) computer-aided design (CAD) models are increasing. Since the …
three-dimensional (3D) computer-aided design (CAD) models are increasing. Since the …
[HTML][HTML] Deformation characterization method of typical double-walled turbine blade structure during casting process
Y Dong, P Shao, X Guo, B Xu, C Yin, Z Tan - Journal of Iron and Steel …, 2023 - Springer
To address the complex structures, large out-of-tolerance issues, and inconsistent quality of
double-walled turbine blades, a mapping relationship between the structure and …
double-walled turbine blades, a mapping relationship between the structure and …
3D convolutional neural network for machining feature recognition with gradient-based visual explanations from 3D CAD models
In the manufacturing industry, all things related to a product manufactured are generated
and managed with a three-dimensional (3D) computer-aided design (CAD) system. CAD …
and managed with a three-dimensional (3D) computer-aided design (CAD) system. CAD …
[HTML][HTML] Reverse innovative design—an integrated product design methodology
X Ye, H Liu, L Chen, Z Chen, X Pan, S Zhang - Computer-aided design, 2008 - Elsevier
Today's product designer is being asked to develop high quality, innovative products at an
ever increasing pace. To meet this need, an intensive search is underway for advanced …
ever increasing pace. To meet this need, an intensive search is underway for advanced …
[HTML][HTML] A survey on 3D CAD model quality assurance and testing tools
A new taxonomy of issues related to CAD model quality is presented, which distinguishes
between explicit and procedural models. For each type of model, morphologic, syntactic …
between explicit and procedural models. For each type of model, morphologic, syntactic …
Content-based CAD assembly model retrieval: Survey and future challenges
Currently, the content-based retrieval is a problem of major interest in several different fields
and, focusing on mechanical engineering, many approaches exist to compare and retrieve …
and, focusing on mechanical engineering, many approaches exist to compare and retrieve …
A framework for similarity recognition of CAD models
L Zehtaban, O Elazhary, D Roller - Journal of Computational …, 2016 - academic.oup.com
A designer is mainly supported by two essential factors in design decisions. These two
factors are intelligence and experience aiding the designer by predicting the interconnection …
factors are intelligence and experience aiding the designer by predicting the interconnection …
[HTML][HTML] A roadmap for parametric CAD efficiency in the automotive industry
Y Bodein, B Rose, E Caillaud - Computer-Aided Design, 2013 - Elsevier
3D CAD systems are used in product design for simultaneous engineering and to improve
productivity. CAD tools can substantially enhance design performance. Although 3D CAD is …
productivity. CAD tools can substantially enhance design performance. Although 3D CAD is …