Prediction and classification of tool wear and its state in sustainable machining of Bohler steel with different machine learning models
Abstract Machine learning has numerous advantages, especially in the rapid digitization of
the manufacturing industry that combines data from manufacturing processes and quality …
the manufacturing industry that combines data from manufacturing processes and quality …
Impact of mechanical engineering innovations in biomedical advancements
The principal objective of the present paper is to meticulously review the family of
biomaterials used in implants. A spectrum of applications of biomaterials in the perspective …
biomaterials used in implants. A spectrum of applications of biomaterials in the perspective …
Novel study on investigating the mechanical, microstructure morphological, and dry sliding wear characteristics of grey cast iron GG25 with copper additions for valve …
Introduction: The performance functionality efficacy of the engine's valve train assembly is
considerably affected by the valve guide. Material selection is impacted by the prolonged …
considerably affected by the valve guide. Material selection is impacted by the prolonged …
Machine learning models and machinability analysis for comparison of various cooling and lubricating mediums during milling of Hardox 400 steel
A Aslan - Tribology International, 2024 - Elsevier
Martensitic steels are widely used in many areas such as automotive, mining, and
agriculture mostly thanks to their thermal loading ability property. On the other hand, these …
agriculture mostly thanks to their thermal loading ability property. On the other hand, these …
Experimental and machine learning comparison for measurement the machinability of nickel based alloy in pursuit of sustainability
R Binali - Measurement, 2024 - Elsevier
Inconel 718 super alloy, which is widely used in the aerospace industry, has a high fracture
resistance, and withstand to high temperatures. The alloy contains mainly Nickel, Chromium …
resistance, and withstand to high temperatures. The alloy contains mainly Nickel, Chromium …
Prediction of power consumption and its signals in sustainable turning of PH13-8Mo steel with different machine learning models
H Yurtkuran, ME Korkmaz, MK Gupta, H Yılmaz… - … International Journal of …, 2024 - Springer
Due to extensive distribution and huge demand of energy efficient processes, the energy-
saving of machining processes draws more and more attention, and a significant variety of …
saving of machining processes draws more and more attention, and a significant variety of …
Optimizing CNC turning of AISI D3 tool steel using Al₂O₃/graphene nanofluid and machine learning algorithms
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 …
due to a lack of optimal process parameters and proper coolant application to achieve high …
Optimizing end milling parameters for custom 450 stainless steel using ant lion optimization and TOPSIS analysis
C Devi, SK Mahalingam, R Cep… - Frontiers in Mechanical …, 2024 - frontiersin.org
The current research examines the effectiveness of cryogenically treated (CT) tungsten
carbide cutting inserts on Custom450 stainless steel using multi-objective soft computing …
carbide cutting inserts on Custom450 stainless steel using multi-objective soft computing …
Prediction of tool wear during micro-milling Inconel 718 based on long short-term memory network
X Lu, F Zeng, K Xv, Y Zhang, SY Liang - Precision Engineering, 2024 - Elsevier
Tool wear is inevitable due to the thermal-mechanical coupling in micro-milling, Micro-
milling of difficult-to-cut material Inconel 718 leads to significant flank wear on the cutting …
milling of difficult-to-cut material Inconel 718 leads to significant flank wear on the cutting …
Triboinformatic Machine Learning Model for Frictional Behavior and Wear Volume Loss Prediction of SS316L Alloy Clad with WC/NiCrBSi
LM Birada, V Pullela, BR Thella - Journal of Bio-and Tribo-Corrosion, 2024 - Springer
This study uses a laser cladding approach to clad NiCrBSi and reinforced WC particles on
SS316L. The wear characteristics of a laser cladded material were examined under dry …
SS316L. The wear characteristics of a laser cladded material were examined under dry …