Machine learning for object recognition in manufacturing applications

H Yun, E Kim, DM Kim, HW Park, MBG Jun - International Journal of …, 2023 - Springer
Feature recognition and manufacturability analysis from computer-aided design (CAD)
models are indispensable technologies for better decision making in manufacturing …

Refinement of temperature determination in cutting zones

M Storchak, V Kushner, HC Möhring… - Journal of Mechanical …, 2021 - Springer
A methodology for temperatures calculating in different cutting zones is proposed, taking the
peculiarities of heat distribution for moving sources into account. For this, the correlation was …

An efficient vectorization solution to cutting dynamics modeling for face-hobbing of hypoid gears

K Huang, J Yu, H Luo, Z Shang, S Huang… - Mechanism and Machine …, 2024 - Elsevier
The cutting vibration generated by cutting forces is critical to the accuracy and efficiency of
face-hobbed hypoid gears. However, few relevant works are currently on cutting dynamics …

Simulation and experimental study of tool wear in high-speed dry gear hobbing

Y Cheng, C Ma, J Zhang, H Zhou, L Xin… - The International Journal …, 2022 - Springer
Gear has been widely applied in the automotive and aerospace manufacturing industries.
The machining process is complicated, and the material is difficult to cut. High-speed dry …

A vectorization model to closed-form solution for cutting forces prediction during face-hobbing of hypoid gears

K Huang, J Yu, J Wang, C Zhang, L Wan - Mechanism and Machine Theory, 2022 - Elsevier
Cutting forces cause machine tool vibration, deformation and tool wear during machining
processes, due to the complexity of the generating kinematic relationship between the head …

[HTML][HTML] Spatial distribution model of thermal load for high-speed dry hobbing tool based on probability density function

Y Chen, L Li, X Liu - Case Studies in Thermal Engineering, 2024 - Elsevier
High-speed dry hobbing is a clean and environmental-friendly gear machining process, but
thermal dissipation inefficiency accelerates tool wear and shorten tool life which is difficult to …

[PDF][PDF] Approach for multiscale modeling the thermomechanical tool load in gear hobbing

N Troß, J Brimmers, T Bergs - Forsch. Ingenieurwesen, 2021 - publications.rwth-aachen.de
In this report, an approach is presented how a geometric penetration calculation can be
combined with FE simulations to a multiscale model, which allows an efficient determination …

[PDF][PDF] Surface Characteristics of Finish Hobbed Gear-A Review

GS Dhage, RS Pawar, MJ Patil - ijiird.com
Design and manufacturing methodologies are already decided in the manufacturing
industry. In order to transmit power and motion, gear is a crucial component. It should be …

Ansatz zur Mehrskalenmodellierung der thermomechanischen Werkzeugbelastung beim Wälzfräsen

N Troß, J Brimmers, T Bergs - Forschung im Ingenieurwesen, 2022 - Springer
In this report, an approach is presented how a geometric penetration calculation can be
combined with FE simulations to a multiscale model, which allows an efficient determination …

Prediction of Cutting Temperature and Optimization of Process Parameters in Gear Skiving

W Zijin, C Yongpeng - zggx, 2024 - jxcd.net.cn
Gear skiving has been paid more and more attention for high efficiency and wide application
in gear manufacturing. In gear skiving, prediction of cutting temperature and optimization of …