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 …
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
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 …
for specific definitions of interest. Feature Recognition (FR) is a technique to identify and …
[HTML][HTML] Hierarchical cadnet: Learning from b-reps for machining feature recognition
Deep learning approaches have been shown to be capable of recognizing shape features
(eg machining features) in Computer-Aided Design (CAD) models in certain circumstances …
(eg machining features) in Computer-Aided Design (CAD) models in certain circumstances …
AAGNet: A graph neural network towards multi-task machining feature recognition
Machining feature recognition (MFR) is an essential step in computer-aided process
planning (CAPP) that infers manufacturing semantics from the geometric entities in CAD …
planning (CAPP) that infers manufacturing semantics from the geometric entities in CAD …
A novel learning-based feature recognition method using multiple sectional view representation
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 …
essential task which identifies the feature type of a 3D model for computer-aided …
Graph representation of 3D CAD models for machining feature recognition with deep learning
In this paper, the application of deep learning methods to the task of machining feature
recognition in CAD models is studied. Four contributions are made: 1. An automatic method …
recognition in CAD models is studied. Four contributions are made: 1. An automatic method …
Automatic machining feature recognition based on MBD and process semantics
T Xu, J Li, Z Chen - Computers in Industry, 2022 - Elsevier
Automatic feature recognition (AFR) bridges CAD and CAPP systems. Existing AFR methods
mainly consider feature geometries, and the recognized machining features have limited …
mainly consider feature geometries, and the recognized machining features have limited …
Intersecting machining feature localization and recognition via single shot multibox detector
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 …
correcting. One important step in the area of manufacturing is feature recognition that aims to …
[HTML][HTML] Highly interacting machining feature recognition via small sample learning
In the area of intelligent manufacturing, recognising the interacting features on a CAD model
is a critical yet challenging task as topology structures of features are damaged due to the …
is a critical yet challenging task as topology structures of features are damaged due to the …
[HTML][HTML] AI-assisted ultrasonic wave analysis for automated classification of steel corrosion-induced concrete damage
Early detection of cracks in reinforced concrete caused by chloride intrusion is crucial for
effective maintenance. This paper develops and compares AI-assisted models that use …
effective maintenance. This paper develops and compares AI-assisted models that use …