The concept and progress of intelligent spindles: a review
Intelligent spindles are core components of the next-generation of intelligent/smart machine
tools in the Industry 4.0 Era. The purpose of this paper is to clarify the concept of intelligent …
tools in the Industry 4.0 Era. The purpose of this paper is to clarify the concept of intelligent …
[HTML][HTML] Neuro-fuzzy systems in construction engineering and management research
Neuro-fuzzy systems (NFS) can explicitly represent and model the input–output
relationships of complex problems and non-linear systems, like those inherent in real-world …
relationships of complex problems and non-linear systems, like those inherent in real-world …
Prediction of milled surface characteristics of carbon fiber-reinforced polyetheretherketone using an optimized machine learning model by gazelle optimizer
Motivated by the nonlinear behavior of composite materials under different machining
operations, this work aims at developing an optimized artificial intelligence model to predict …
operations, this work aims at developing an optimized artificial intelligence model to predict …
A review on factors affecting machinability and properties of fiber-reinforced polymer composites
IM Alarifi - Journal of Natural Fibers, 2023 - Taylor & Francis
The natural, glass, and carbon fiber reinforced polymer composites are currently being
replaced conventional materials due to their lower specific weight and superior strength …
replaced conventional materials due to their lower specific weight and superior strength …
Tool wear prediction in milling CFRP with different fiber orientations based on multi-channel 1DCNN-LSTM
In the machining of carbon fiber reinforced polymer (CFRP) components, tool wear grows
rapidly due to the highly abrasive property of carbon fibers, resulting in unfavorable part …
rapidly due to the highly abrasive property of carbon fibers, resulting in unfavorable part …
[HTML][HTML] Effects of fiber orientation on tool wear evolution and wear mechanism when cutting carbon fiber reinforced plastics
WU Weizhou, LI Shipeng, QIN Xuda… - Chinese Journal of …, 2023 - Elsevier
The aim of the present paper is to reveal the influence of different fiber orientations on the
tool wear evolution and wear mechanism. Side-milling experiments with large-diameter …
tool wear evolution and wear mechanism. Side-milling experiments with large-diameter …
Tool wear prediction in edge trimming of carbon fiber reinforced polymer using machine learning with instantaneous parameters
Rapid tool wear occurs during the edge trimming of CFRP components due to the high
strength and abrasive nature of the carbon fibers, leading to potential surface damage and …
strength and abrasive nature of the carbon fibers, leading to potential surface damage and …
Monitoring of tool wear using measured machining forces and neuro-fuzzy modelling approaches during machining of GFRP composites
AI Azmi - Advances in Engineering Software, 2015 - Elsevier
The challenges of machining, particularly milling, glass fibre-reinforced polymer (GFRP)
composites are their abrasiveness (which lead to excessive tool wear) and susceptible to …
composites are their abrasiveness (which lead to excessive tool wear) and susceptible to …
A review on the applications of neuro-fuzzy systems in business
S Rajab, V Sharma - Artificial Intelligence Review, 2018 - Springer
This paper presents a review of the application of neuro-fuzzy systems (NFS) in business on
the basis of the research articles issued in various reputed international journals and …
the basis of the research articles issued in various reputed international journals and …
An analytical approach on stochastic model for cutting force prediction in milling ceramic matrix composites
X Zhang, T Yu, J Zhao - International Journal of Mechanical Sciences, 2020 - Elsevier
Fiber-reinforced ceramic matrix composites are increasingly applied in the aerospace,
energy and electronic industries. Nevertheless, the milling process of ceramic matrix …
energy and electronic industries. Nevertheless, the milling process of ceramic matrix …