Condition monitoring of machine tool feed drives: A review

Q Butler, Y Ziada, D Stephenson… - Journal of …, 2022 - asmedigitalcollection.asme.org
The innovations propelling the manufacturing industry towards Industry 4.0 have begun to
maneuver into machine tools. Machine tool maintenance primarily concerns the feed drives …

The chatter identification in end milling based on combining EMD and WPD

C Liu, L Zhu, C Ni - The International Journal of Advanced Manufacturing …, 2017 - Springer
On-line detection of chatter in the cutting process can identify the chatter in time or before the
chatter happens, so the initiative to change the cutting parameters can be taken to avoid …

[PDF][PDF] The state of the art in monitoring technology of machining operations

송기형, 이동윤 - Journal of the Korean Society for Precision …, 2018 - jkspe.kspe.or.kr
Monitoring technology of machining operations has a long history since unmanned
machining was introduced. Lots of research papers were presented and some of them has …

Identification of the model parameter for milling process simulation with sensor-integrated disturbance observer

K Takahei, N Suzuki, E Shamoto - Precision Engineering, 2022 - Elsevier
This study presents a novel parameter identification method using a disturbance observer
for computer numerical control (CNC) machine tools with ballscrew-type feed drive systems …

Fusing LSTM neural network and expanded disturbance Kalman filter for estimating external disturbing forces of ball screw drives

Y Cheng, Y Li, K Li, X Liu, C Liu, X Hao - Robotics and Computer-Integrated …, 2024 - Elsevier
Monitoring external disturbing forces is of great significance for improving the control
performance and interaction safety of ball screw drives. In consideration of the low cost in …

Dynamic force identification in peripheral milling based on CGLS using filtered acceleration signals and averaged transfer functions

C Wang, X Zhang, B Qiao… - Journal of …, 2019 - asmedigitalcollection.asme.org
Dynamic milling forces have been widely used to monitor the condition of the milling
process. However, it is very difficult to measure milling forces directly in operation …