Tool wear and its mechanism in turning aluminum alloys with image processing and machine learning methods

ME Korkmaz, MK Gupta, E Çelik, NS Ross… - Tribology …, 2024 - Elsevier
Tool wear is intimately related to intelligent operation and maintenance of automated
production, workpiece surface quality, dimension accuracy, and tool life. Therefore, it is …

Novel insights into conventional machining of metal additive manufactured components: a comprehensive review

P Vats, A Kumar, KK Gajrani - Machining Science and Technology, 2024 - Taylor & Francis
Metal-based additive manufacturing (AM) displayed a revolutionary influence in the world of
engineering and opened the doors to new opportunities for individuals as well as for …

[HTML][HTML] A review on process prerequisites and biomedical applications of additively manufactured zirconia

R Raj, G Singh - Engineering Science and Technology, an International …, 2024 - Elsevier
Additive manufacturing (AM) has gained prominence as an effective technology for
producing ceramic prototypes with enhanced dimensional precision, greater time efficiency …

A study on friction induced tribological characteristics of steel 316 L against 100 cr6 alloy under different lubricating conditions with machine learning model

MK Gupta, ME Korkmaz, A Karolczuk, NS Ross… - Tribology …, 2024 - Elsevier
The material steadily wears away from touching surfaces when two solid entities are
constantly moving against one other. When more parameters and extreme materials are …

Tribological performance of steel-steel contact tribosurfaces by using nano-enhanced biolubricant

KS Kumar, A Muniyappa, S Tiwari… - … International Journal of …, 2024 - Springer
Mineral oil–based lubricants play an important role to serve industrial lubrication and
cooling requirements. However, these oils are environmentally unacceptable due to their …

Performance Evaluation of Cutting Fluids Formulated with Recycled Toner Waste and Rice Bran Oil in Sustainable Machining of LMD Processed Ti64 Alloy

NS Ross, PM Mashinini, D Vinayagamoorthy… - International Journal of …, 2024 - Springer
One of the greatest environmental and health risks associated with electronic waste is toner
waste. Only 20–30% of global toner waste is recycled, and the rest is deposited in landfills …

Optimizing CNC turning of AISI D3 tool steel using Al₂O₃/graphene nanofluid and machine learning algorithms

LD Gemechu, DA Efa, R Abebe - Heliyon, 2024 - cell.com
Abstract Turning AISI (American Iron and Steel Institute) D3 tool steel can be challenging
due to a lack of optimal process parameters and proper coolant application to achieve high …

Recognition of Intergranular Corrosion in AISI 304 Stainless Steel by Integrating a Multilayer Perceptron Artificial Neural Network and Metallographic Image …

EA Ruelas-Santoyo, AJ Ríos-Lira… - Applied Sciences, 2024 - mdpi.com
The correct management of operations in thermoelectric plants is based on the continuous
evaluation of the structural integrity of its components, among which there are elements …

EFFECT OF BUILD POSITION ON SURFACE ROUGHNESS OF SLM PRINTED INCONEL 718.

P GAUTAM, J HAJNYS, J MESICEK… - MM Science …, 2024 - search.ebscohost.com
The present work investigates the variation of the surface roughness due to the build
position of specimens with respect to the inert gas flow direction and re-coater movement …

Significance of the electrochemical passive layer during the wear tests of surface finished SLM stainless steel features

MM Basha, TSRC Murthy, AK Sahu… - Progress in Engineering …, 2024 - Elsevier
Tribology, the study of friction, wear, and lubrication, plays a critical role in the performance
of manufactured components, particularly in the emerging field of additive manufacturing …