Wavelet analysis of sensor signals for tool condition monitoring: A review and some new results
This paper reviews the state-of-the-art of wavelet analysis for tool condition monitoring
(TCM). Wavelet analysis has been the most important non-stationary signal processing tool …
(TCM). Wavelet analysis has been the most important non-stationary signal processing tool …
A systematic literature review of cutting tool wear monitoring in turning by using artificial intelligence techniques
In turning operations, the wear of cutting tools is inevitable. As workpieces produced with
worn tools may fail to meet specifications, the machining industries focus on replacement …
worn tools may fail to meet specifications, the machining industries focus on replacement …
A hybrid information model based on long short-term memory network for tool condition monitoring
W Cai, W Zhang, X Hu, Y Liu - Journal of Intelligent Manufacturing, 2020 - Springer
Excessive tool wear leads to the damage and eventual breakage of the tool, workpiece, and
machining center. Therefore, it is crucial to monitor the condition of tools during processing …
machining center. Therefore, it is crucial to monitor the condition of tools during processing …
Advanced monitoring of machining operations
R Teti, K Jemielniak, G O'Donnell, D Dornfeld - CIRP annals, 2010 - Elsevier
CIRP has had a long history of research and publication on the development and
implementation of sensor monitoring of machining operations including tool condition …
implementation of sensor monitoring of machining operations including tool condition …
Tool condition monitoring and remaining useful life prognostic based on a wireless sensor in dry milling operations
Tool breakage causes losses of surface polishing and dimensional accuracy for machined
part, or possible damage to a workpiece or machine. Tool Condition Monitoring (TCM) is …
part, or possible damage to a workpiece or machine. Tool Condition Monitoring (TCM) is …
Estimation of tool wear and optimization of cutting parameters based on novel ANFIS-PSO method toward intelligent machining
L Xu, C Huang, C Li, J Wang, H Liu, X Wang - Journal of Intelligent …, 2021 - Springer
Compacted graphite iron (CGI) plays an important role in contemporary manufacturing of
automobile engine, and coated tool is the best choice for milling of CGI. But studies about …
automobile engine, and coated tool is the best choice for milling of CGI. But studies about …
Multi-category micro-milling tool wear monitoring with continuous hidden Markov models
In-process monitoring of tool conditions is important in micro-machining due to the high
precision requirement and high tool wear rate. Tool condition monitoring in micro-machining …
precision requirement and high tool wear rate. Tool condition monitoring in micro-machining …
Review on fast tool servo machining of optical freeform surfaces
Fast tool servo (FTS) in ultra-precision machining (UPM) is an enabling and efficient
technology for fabricating optical freeform surfaces or microstructures with submicrometric …
technology for fabricating optical freeform surfaces or microstructures with submicrometric …
Tool wear monitoring using acoustic emissions by dominant-feature identification
Identification and online prediction of lifetime of cutting tools using cheap sensors is crucial
to reduce production costs and downtime in industrial machines. In this paper, we use the …
to reduce production costs and downtime in industrial machines. In this paper, we use the …
Cutting tool wear state recognition based on a channel-space attention mechanism
R Li, P Wei, X Liu, C Li, J Ni, W Zhao, L Zhao… - Journal of Manufacturing …, 2023 - Elsevier
The identification of the cutting tool wear state is important to the cutting process. If the
cutting tool is not replaced in time, it may have a negative impact on the processing quality of …
cutting tool is not replaced in time, it may have a negative impact on the processing quality of …