The role of renewable energy sources and industry 4.0 focus for Africa: a review

K Ukoba, TJ Kunene, P Harmse, VT Lukong… - Applied Sciences, 2023 - mdpi.com
The fourth industrial revolution presents an upspring opportunity for the African continent to
adopt technologies such as artificial intelligence, big data, internet-enabled industrial …

An overview of technological parameter optimization in the case of laser cladding

K Wang, W Liu, Y Hong, HMS Sohan, Y Tong, Y Hu… - Coatings, 2023 - mdpi.com
This review examines the methods used to optimize the process parameters of laser
cladding, including traditional optimization algorithms such as single-factor, regression …

On the specific heat capacity estimation of metal oxide-based nanofluid for energy perspective–A comprehensive assessment of data analysis techniques

M Jamei, I Ahmadianfar, IA Olumegbon, A Asadi… - … Communications in Heat …, 2021 - Elsevier
The main aim of the present study is to investigate the capabilities of four robust machine
learning method-the Kernel Extreme Learning Machine (KELM), Adaptive Regression …

Modeling and optimization method of laser cladding based on GA-ACO-RFR and GNSGA-II

G He, Y Du, Q Liang, Z Zhou, L Shu - International Journal of Precision …, 2023 - Springer
Laser cladding is an environmentally friendly and reliable surface modification technology.
The quality characteristics of the coating are directly affected by the process parameters of …

Unravelling the effect of CO2 laser machining parameters on the surface and shape memory characteristics of CuAlFeMn quaternary shape memory alloy

S Santosh, S Srivatsan, RV Pandian - Optics & Laser Technology, 2023 - Elsevier
Abstract Shape Memory Alloys (often called SMAs) belong to a branch of alloys that
“remember” their original shape. When the metals are twisted or disturbed from their initial …

[HTML][HTML] Laser machining sapphire via Si-sapphire interface absorption and process optimization using an integrated approach of the Taguchi method with grey …

AN Bakhtiyari, Y Wu, L Wang, Z Wang… - journal of materials …, 2023 - Elsevier
Laser machining of sapphire faces challenges due to the low laser beam energy absorption.
A silicon (Si) plate contacting the rear surface of the sapphire substrate was used as an …

Fuzzy control modeling to optimize the hardness and geometry of laser cladded Fe-based MG single track on stainless steel substrate prepared at different surface …

MMA Lashin, MZ Ibrahim, MI Khan, K Guedri… - Micromachines, 2022 - mdpi.com
Metallic glass (MG) is a promising coating material developed to enhance the surface
hardness of metallic substrates, with laser cladding having become popular to develop such …

Experimental investigations of channel profile and surface roughness on PMMA substrate for microfluidic devices with mathematical modelling

A Anjum, AA Shaikh, N Tiwari - Optik, 2022 - Elsevier
Abstract Poly-methyl-methacrylate (PMMA) microchannel based devices are gaining
popularity, particularly in medical applications. Experiments were carried out on a PMMA …

[HTML][HTML] AI-based optimisation of total machining performance: A review

K Ullrich, M von Elling, K Gutzeit, M Dix… - CIRP Journal of …, 2024 - Elsevier
Advanced modelling and optimisation techniques have been widely used in recent years to
enable intelligent manufacturing and digitalisation of manufacturing processes. In this …

Intelligent surface roughness measurement using deep learning and computer vision: a promising approach for manufacturing quality control

M EL Ghadoui, A Mouchtachi, R Majdoul - The International Journal of …, 2023 - Springer
In modern manufacturing, accurate and efficient assessment of surface finish quality is vital
to product integrity within mechanical systems and contribution to its overall performance …