A survey on smart automated computer-aided process planning (ACAPP) techniques

M Al-Wswasi, A Ivanov, H Makatsoris - The International Journal of …, 2018 - Springer
The concept of smart manufacturing has become an important issue in the manufacturing
industry since the start of the twenty-first century in terms of time and production cost. In …

[PDF][PDF] A critical review of feature recognition techniques

Y Shi, Y Zhang, K Xia, R Harik - Computer-Aided Design and …, 2020 - researchgate.net
Feature is an essential concept during design and manufacturing. It has universal characters
for specific definitions of interest. Feature Recognition (FR) is a technique to identify and …

Brepnet: A topological message passing system for solid models

JG Lambourne, KDD Willis… - Proceedings of the …, 2021 - openaccess.thecvf.com
Boundary representation (B-rep) models are the standard way 3D shapes are described in
Computer-Aided Design (CAD) applications. They combine lightweight parametric curves …

A novel learning-based feature recognition method using multiple sectional view representation

P Shi, Q Qi, Y Qin, PJ Scott, X Jiang - Journal of Intelligent Manufacturing, 2020 - Springer
In computer-aided design (CAD) and process planning (CAPP), feature recognition is an
essential task which identifies the feature type of a 3D model for computer-aided …

An approach to recognize interacting features from B-Rep CAD models of prismatic machined parts using a hybrid (graph and rule based) technique

VB Sunil, R Agarwal, SS Pande - Computers in Industry, 2010 - Elsevier
This paper presents a new hybrid (graph+ rule based) approach for recognizing the
interacting features from B-Rep CAD models of prismatic machined parts. The developed …

Soft computing in engineering design–A review

KM Saridakis, AJ Dentsoras - Advanced Engineering Informatics, 2008 - Elsevier
The present paper surveys the application of soft computing (SC) techniques in engineering
design. Within this context, fuzzy logic (FL), genetic algorithms (GA) and artificial neural …

Intersecting machining feature localization and recognition via single shot multibox detector

P Shi, Q Qi, Y Qin, PJ Scott… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In Industrie 4.0, machines are expected to become autonomous, self-aware and self-
correcting. One important step in the area of manufacturing is feature recognition that aims to …

A hybrid learning framework for manufacturing feature recognition using graph neural networks

PY Wang, WA Yang, YP You - Journal of Manufacturing Processes, 2023 - Elsevier
Manufacturing feature recognition is a critical issue in intelligent manufacturing, which can
extract valuable geometric information from solid models for humans not to be subservient to …

Automatic recognition of machining features using artificial neural networks

VB Sunil, SS Pande - The International Journal of Advanced …, 2009 - Springer
We report on the development of an intelligent system for recognizing prismatic part
machining features from CAD models using an artificial neural network. A unique 12-node …

Hybrid feature recognition method for setup planning from STEP AP-203

V Rameshbabu, MS Shunmugam - Robotics and Computer-Integrated …, 2009 - Elsevier
For seamless automation, computer-aided design and manufacturing activities have to be
linked by computer-aided process planning (CAPP). An important subtask in CAPP is setup …