Deep learning for big data applications in CAD and PLM–Research review, opportunities and case study

J Dekhtiar, A Durupt, M Bricogne, B Eynard… - Computers in …, 2018 - Elsevier
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 …

A flexible assembly retrieval approach for model reuse

X Chen, S Gao, S Guo, J Bai - Computer-Aided Design, 2012 - Elsevier
Nowadays, growing quantities of product models are created in industries. Usually, these
models contain abundant design knowledge, either explicit or implicit, in various disciplines …

Automatic discovery of common design structures in CAD models

L Ma, Z Huang, Y Wang - Computers & Graphics, 2010 - Elsevier
This paper presents an approach for extracting common design structures from a set of B-
rep models. Here, a B-rep model is first transformed into a face adjacency graph (FAG), and …

Automated manufacturing process selection during conceptual design

MJ Hoefer, MC Frank - Journal of Mechanical …, 2018 - asmedigitalcollection.asme.org
This paper presents a method for automated manufacturing process selection during
conceptual design. It is helpful to know which manufacturing processes can produce a …

Automatic CAD model retrieval based on design documents using semantic processing and rule processing

SM Jeon, JH Lee, GJ Hahm, HW Suh - Computers in Industry, 2016 - Elsevier
Reuse of CAD model is important for manufacturing companies where similar products are
produced. If existing CAD models have design information related to the design of a new …

Toward effective mechanical design reuse: CAD model retrieval based on general and partial shapes

M Li, YF Zhang, JYH Fuh, ZM Qiu - 2009 - asmedigitalcollection.asme.org
In product design, a large proportion of three-dimensional (3D) computer-aided design
(CAD) models can be reused to facilitate future product development due to their similarities …

A new approach for reusable 3D CAD objects detection, by similarity calculation based on Bayesian network models (BNM)

A Fradi, B Louhichi, MA Mahjoub… - International Journal of …, 2021 - Taylor & Francis
ABSTRACT Nowadays, 3D CAD systems (Computer Aided Design) are extremely important
in many sectors related to the modern industry. The wide range of modelling software and …

[PDF][PDF] 基于递归分割的机械零件三维形状结构检索方法

徐敬华, 张树有 - 机械工程学报, 2009 - qikan.cmes.org
为实现设计重用, 须对已有设计实例进行检索, 实例检索中最为困难的是形状的相似性比较,
为此提出基于递归分割的机械零件三维形状结构检索方法. 生成模型凸包围盒获取机械零件的 …

Manufacturing process similarity measurement model and application based on process constituent elements

Z Wu, W Liu, W Zheng, W Nie, Z Li - International Journal of …, 2021 - Taylor & Francis
Planners and designers of production systems must frequently evaluate the similarities in
the manufacturing process of various products to achieve efficient and economical …

基于蚁群算法的三维CAD 模型检索

张开兴, 张树生, 李亮 - 计算机辅助设计与图形学学报, 2011 - jcad.cn
为了更好地实现CAD 模型的重用, 提出一种利用蚁群算法的三维CAD 模型检索算法.
通过提取CAD 模型的B-rep 信息, 将模型用属性邻接图来表示; 根据如果2 个CAD …