Hardness prediction in the upsetting process of Al%ZrO2—an approach to machine learning using regression and classification models

H Ch, CH Nagaraju, NM Battina… - Transactions of the …, 2023‏ - cdnsciencepub.com
The current study focuses on the prediction of metal hardness distribution in upsetting tests
for different compositions of ZrO2 embedded with an aluminum matrix using machine …

Experimental Evaluation of Flexible Fixture Stiffness for Steering Knuckles When Loading a Milling Machine Tool

V Kolesnyk, M Kuruc, I Dehtiarov, A Neshta… - Machines, 2024‏ - mdpi.com
In the conditions of the increase in the range of products in the automobile and aircraft
industry, there is a tendency to increase the scope of application of flexible fixtures. Thus, in …

An improved grey wolf optimizer for minimizing drilling deformation and residual stress in AA2024 sheet

R Wu, S Huang, W Zhang, M Zhu, Z Zheng, T Li… - … International Journal of …, 2024‏ - Springer
Aiming at the problem of large deformation and residual stress after drilling of aircraft skin
Aluminum Alloy 2024 (AA2024) sheet, an Improved Grey Wolf Optimizer (IGWO) is proposed …

Model architecture exploration using chatgpt for specific manufacturing applications

J Villena Toro, M Tarkian - … and Information in …, 2023‏ - asmedigitalcollection.asme.org
Selecting an appropriate machine learning model architecture for manufacturing tasks
requires expertise in both computer science and manufacturing. However, integrating state …

Long Short Term Memory Based Prediction Solution Inside a Decentralized Proactive Historian for Water Industry 4.0.

A Korodi, A Nicolae, D Brisc, I Drăghici, A Corui - IEEE Access, 2024‏ - ieeexplore.ieee.org
Improvement possibilities of industrial systems are driven by Industrial Internet of Things
(IIoT) and Industry 4.0 concepts. The basic enablers are related to interoperation, and some …

[کتاب][B] Machine Learning In Design Engineering and Manufacturing

JV Toro - 2023‏ - search.proquest.com
Artificial intelligence (AI) has made significant strides in various fields, challenging
conventional notions of computer capabilities. However, while data science research …

Universal fixation system for pad printing of plastic parts.

JAF Ramírez, Ó Hernández-Uribe… - Mathematical …, 2023‏ - europepmc.org
Pad printing is used in automotive, medical, electrical and other industries, employing
diverse materials to transfer a 2D image onto a 3D object with different sizes and …

Numerical and Experimental Analysis of Jamming Phenomenon in Positioning of Circular-Section Workpiece on Horizontal Surface

S Hazrati, H Parvaz, SV Hoseyni - Journal of Solid and Fluid …, 2024‏ - jsfm.shahroodut.ac.ir
Workpiece jamming in a fixture may cause improper positioning, damage to the workpiece,
and even the fixturing elements. The present study focuses on the numerical and …

[PDF][PDF] ناکم یهرشن هاهراش و ها هزاس کی

FA Mahyari, HR Safavi, AJ Aghchai‏ - sid.ir
The use of cold rolling, is one of the methods of producing multilayer clad sheets. The
advantages of this method over other methods of producing multilayer clad sheets have led …

Sistema de fijación universal para tampografía de piezas plásticas-UFSP4

JAF RAMIREZ - 2023‏ - ciateq.repositorioinstitucional.mx
En la industria se conoce a un dispositivo de sujeción o soporte como una fixtura, ésta se
utiliza para la sujeción en la producción industrial. El propósito de la fixtura es fijar y ubicar …