Cloud-enabled prognosis for manufacturing

R Gao, L Wang, R Teti, D Dornfeld, S Kumara, M Mori… - CIRP annals, 2015 - Elsevier
Advanced manufacturing depends on the timely acquisition, distribution, and utilization of
information from machines and processes across spatial boundaries. These activities can …

Machining of hardened steel—experimental investigations, performance modeling and cooling techniques: a review

S Chinchanikar, SK Choudhury - International Journal of Machine Tools …, 2015 - Elsevier
The researchers have worked on many facets of machining of hardened steel using different
tool materials and came up with their own recommendations. Researchers have tried to …

Tool wear classification using time series imaging and deep learning

G Martínez-Arellano, G Terrazas, S Ratchev - The International Journal of …, 2019 - Springer
Tool condition monitoring (TCM) has become essential to achieve high-quality machining as
well as cost-effective production. Identification of the cutting tool state during machining …

An update method for digital twin multi-dimension models

H Zhang, Q Qi, W Ji, F Tao - Robotics and Computer-Integrated …, 2023 - Elsevier
Digital twin, as an effective means to realize the fusion between physical and virtual spaces,
has attracted more and more attention in the past few years. Based on ultra-fidelity models …

Friction stir welding tools

R Rai, A De, H Bhadeshia… - Science and Technology …, 2011 - journals.sagepub.com
Friction stir welding (FSW) is a widely used solid state joining process for soft materials such
as aluminium alloys because it avoids many of the common problems of fusion welding …

Comparative analysis of dry, flood, MQL and cryogenic CO2 techniques during the machining of 15-5-PH SS alloy

N Khanna, P Shah - Tribology International, 2020 - Elsevier
Abstract The Precipitation Hardening (PH) Stainless Steel (SS) is considered as a promising
alternative for aerospace and marine sectors owing to its good mechanical properties with …

Investigation of the performance of cermet tools in the turning of Haynes 25 superalloy under gaseous N2 and hybrid nanofluid cutting environments

Ş Şirin - Journal of Manufacturing Processes, 2022 - Elsevier
Co-based superalloys such as Ni-based, Fe-based, and other such superalloys are
classified as difficult-to-machine materials. Due to the poor machinability of superalloys, their …

Intelligent tool wear monitoring based on parallel residual and stacked bidirectional long short-term memory network

X Liu, S Liu, X Li, B Zhang, C Yue, SY Liang - Journal of Manufacturing …, 2021 - Elsevier
Effective tool wear monitoring (TWM) is essential for accurately assessing the degree of tool
wear and for timely preventive maintenance. Existing data-driven monitoring methods …

Evaluation of machining performance in cryogenic machining of Inconel 718 and comparison with dry and MQL machining

Y Kaynak - The International Journal of Advanced Manufacturing …, 2014 - Springer
There has been significant work on establishing relationships between machining
performance and the cutting parameters for various work materials. Recent trends in …

State of the art in hard turning

G Bartarya, SK Choudhury - International Journal of Machine Tools and …, 2012 - Elsevier
Hard turning is gaining grounds for machining hardened steels as it has several benefits
over grinding. There are several issues, which should be understood and dealt with, to …