A review on the use of microslit for various applications and its fabrication

T Majumder, PK Patowari - Journal of the Brazilian Society of Mechanical …, 2024 - Springer
Technological advancement, the high cost of energy, and the continuous growing demands
of multitasking devices are the driving forces behind the huge market of compact …

Prediction and analysis of the surface roughness in CNC end milling using neural networks

CH Chen, SY Jeng, CJ Lin - Applied Sciences, 2021 - mdpi.com
In the metal cutting process of machine tools, the quality of the surface roughness of the
product is very important to improve the friction performance, corrosion resistance, and …

Taguchi approach and decision tree algorithm for prediction of wear rate in zinc oxide-filled AA7075 matrix composites

SV Alagarsamy, R Balasundaram… - Surface Topography …, 2021 - iopscience.iop.org
This work aims to apply data-driven approach [decision tree (DT) algorithm] to analyse the
wear rate (WR) of ZnO-filled AA7075 composites. The results of model-based analysis was …

Multi-Response Optimization Analysis of the Milling Process of Asphalt Layer Based on the Numerical Evaluation of Cutting Regime Parameters

T Dumitru, MG Petrescu, M Tănase, CN Ilincă - Processes, 2023 - mdpi.com
The present study aimed to optimize the process parameters (milling depth and advanced
speed) for an asphalt milling operation using a multi-response approach based on Taguchi …

Application of cutting power consumption in tool condition monitoring and wear prediction based on Gaussian process regression under variable cutting parameters

B Qiang, K Shi, N Liu, P Zhao, J Ren - The International Journal of …, 2023 - Springer
Tool wear is inevitable in actual manufacturing, especially in extreme processing conditions
for machining difficult-to-cut materials. The monitoring of the tool state has an important …

Surface topography model of ultra-high strength steel AF1410 based on dynamic characteristics of milling system

J Xu, F Yan, X Wan, Y Li, Q Zhu - Processes, 2023 - mdpi.com
AF1410 is a low carbon high alloy ultra-high strength steel. It not only has high strength and
high toughness, but also has a high stress corrosion resistance. However, due to the …

The influence of edge radius and lead content on machining performance of brass alloys

N Zoghipour, E Tascioglu, F Celik, Y Kaynak - Procedia CIRP, 2022 - Elsevier
Considering industrial applications, three main brass alloys including lead-free, low-lead
and leaded are being deployed. However, as these materials are used in potable water …

Deep multi-layer perceptron based prediction of energy efficiency and surface quality for milling in the era of sustainability and big data

G Serin, B Sener, MU Gudelek, AM Ozbayoglu… - Procedia …, 2020 - Elsevier
In advanced industries such as aerospace, medical and automotive, high precision
machining is increasingly required for many parts made by difficult-to-cut alloys. Machine …

Multi-objective optimization of process parameters for surface quality and geometric tolerances of AlSi10Mg samples produced by additive manufacturing method …

U Işik, H Demir, B Özlü - Arabian Journal for Science and Engineering, 2024 - Springer
In this study, it has been focused on examining the effects of production parameters on
quality parameters such as surface roughness and geometric tolerances in the production of …

The effect of characterization of carbide end milled limestones on optimal parameters

E Özkan, O Öz - Arabian Journal of Geosciences, 2021 - Springer
This study investigated optimal combinations of parameters to improve the production
performance and product quality in milling limestones on a computer numerical control …