Process control based on pattern recognition for routing carbon fiber reinforced polymer

Y Shaban, M Meshreki, S Yacout, M Balazinski… - Journal of Intelligent …, 2017 - Springer
Carbon fiber reinforced polymer (CFRP) is an important composite material. It has many
applications in aerospace and automotive fields. The little information available about the …

Diagnosis of machining outcomes based on machine learning with Logical Analysis of Data

Y Shaban, S Yacout, M Balazinski… - 2015 International …, 2015 - ieeexplore.ieee.org
Force is considered to be one of the indicators that best describe the machining process.
Measured force can be used to evaluate the quality and geometric profile of the machined …

Monitoring and control of machining process by data mining and pattern recognition

S Yacout, M Meshreki, H Attia - 2012 Sixth International …, 2012 - ieeexplore.ieee.org
In this paper we present a novel approach to the problem of understanding, monitoring, and
controlling the machining process of composites materials. The approach is called Logical …

Process control in CNC manufacturing for discrete components: A STEP-NC compliant framework

S Kumar, A Nassehi, ST Newman, RD Allen… - Robotics and Computer …, 2007 - Elsevier
With today's highly competitive global manufacturing marketplace, the pressure for right-first-
time manufacture has never been so high. New emerging data standards combined with …

[HTML][HTML] Geometric feature extraction in manufacturing based on a knowledge graph

T Köhler, B Song, JP Bergmann, D Peters - Heliyon, 2023 - cell.com
In times of global crises, the resilience of production chains is becoming increasingly
important. If a supply chain is interrupted, a cost-effective solution must be established …

Using data mining in the manufacturing systems for CAD model analysis and classification

H Al-Mubaid, ES Abouel Nasr… - International Journal of …, 2008 - inderscienceonline.com
The applications of data mining in engineering and manufacturing are enormous and useful
for helping in the analysis of large data and information repositories for the discovery of …

Manufacturing process planning application using artificial neural networks

NB Yahia, F Fnaiech, S Abid… - … Conference on Systems …, 2002 - ieeexplore.ieee.org
A feedforward neural network based intelligent system for computer aided process planning
(CAPP) methodology is developed. This methodology suggests the sequence of …

[PDF][PDF] Artificial Neural Networks Based process selection for cylindrical surface machining

N Ahmad, A Haque - Proceedings of the Int. Conf. on Manufacturing …, 2002 - academia.edu
Process selection and sequencing is an important part of a Computer Aided Process
Planning (CAPP). In the past, traditional computer programs have been used to solve …

Optimization in milling of polymer materials for high quality surfaces

R Uchiyama, Y Inoue, F Uchiyama… - International Journal of …, 2021 - jstage.jst.go.jp
High quality surfaces with transparency are required for manufacturing of plastic products. In
cutting of polymer materials, surface quality is sometimes deteriorated by tarnish and/or …

[HTML][HTML] A Toolchain for Automated Control and Simulation of Robot Teams in Carbon-Fiber-Reinforced Polymers Production

M Körber, R Glück - Applied Sciences, 2024 - mdpi.com
This paper introduces, as a proof of concept, a tool chain for automated control and
simulation of a robot team in the domain of production of carbon-fiber-reinforced polymers …