A review of digital twin-driven machining: From digitization to intellectualization

S Liu, J Bao, P Zheng - Journal of Manufacturing Systems, 2023 - Elsevier
Digital twin (DT) technology can realize the quality control of the dynamic cutting process by
establishing the high-fidelity DT model, which has gradually become a hot spot in intelligent …

The state of the art for numerical simulations of the effect of the microstructure and its evolution in the metal-cutting processes

H Liu, X Xu, J Zhang, Z Liu, Y He, W Zhao… - International Journal of …, 2022 - Elsevier
Microstructure features directly reflect mechanical responses during material deformation
and can influence the surface integrity of machined components, which is of great interest to …

Investigations on homothetic and hybrid micro-textured tools during turning Inconel-718

A Rajurkar, S Chinchanikar - Materials and Manufacturing …, 2024 - Taylor & Francis
Amused with the blissful benefits of micro-textures, researchers consider it a promising
option for improving cutting tool performance, especially during machining superalloys …

FEM and statistical-based assessment of AISI-4140 dry hard turning using micro-textured insert

E Öztürk - Journal of Manufacturing Processes, 2022 - Elsevier
AISI-4140 is a hardenable cold work tool steel widely used in metal cutting operations due to
its superior strength and heat treatment capacity. During the dry hard turning of AISI-4140 …

Drilling performance of micro-textured twist drill bit for TI-6AL-4V alloy: Validated FEM and statistical approaches

E Öztürk, K Kadir - Journal of Manufacturing Processes, 2024 - Elsevier
The titanium alloy, particularly Ti-6Al-4V, is an extensively demanded material in diverse
sectors because of its superior physical and chemical properties. Nevertheless, the inherent …

Experimental analysis and characterisation of chip segmentation in dry machining of Ti-6Al-4V alloy using inserts with hybrid textures

AS Siju, S Jose, SD Waigaonkar - CIRP Journal of Manufacturing Science …, 2022 - Elsevier
Cutting tool surface texturing is emerging as an eco-friendly alternative to improve the
tribological aspects and enhance machining performance. Despite several studies on the …

Evaluation of methods for measuring tool-chip contact length in wet machining using different approaches (microtextured tool, in-situ visualization and restricted …

L Ellersiek, C Menze, F Sauer, B Denkena… - Production …, 2022 - Springer
The contact length is one of the most important factors to evaluate the chip formation process
and the mechanical loads in metal cutting. Over the years, several methods to identify the …

Multi-agent reinforcement learning method for cutting parameters optimization based on simulation and experiment dual drive environment

W Li, C Hao, S He, C Qiu, H Liu, Y Xu, B Li… - … Systems and Signal …, 2024 - Elsevier
Improving production efficiency while ensuring product surface quality is a constant focus of
manufacturers. Cutting parameter optimization is an important technique for ensuring high …

[HTML][HTML] Engineered design of cutting tool material, geometry, and coating for optimal performance and customized applications: A review

P Mativenga, J Schoop, IS Jawahir, D Biermann… - CIRP Journal of …, 2024 - Elsevier
Cutting tool materials are the backbone of machining and play a vital role in the
manufacturing industry. Innovation in cutting tools is important for customized and …

On the tribological and machining performance of laser textured sintered carbide cutting tools in turning of Al2024

P Butler-Smith, RN Esfahani, A Chrostek-Mroz, TL See - Procedia CIRP, 2022 - Elsevier
This study investigates the performance of geometrically defined dimple and groove textures
in the turning of Al2024. On-machine testing using combinations of periodic SEM imaging …