A review of flank wear prediction methods for tool condition monitoring in a turning process

A Siddhpura, R Paurobally - The International Journal of Advanced …, 2013 - Springer
Flank wear is the most commonly observed and unavoidable phenomenon in metal cutting
which is also a major source of economic loss resulting due to material loss and machine …

A systematic literature review of cutting tool wear monitoring in turning by using artificial intelligence techniques

L Colantonio, L Equeter, P Dehombreux, F Ducobu - Machines, 2021 - mdpi.com
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 …

PRONOSTIA: An experimental platform for bearings accelerated degradation tests.

P Nectoux, R Gouriveau, K Medjaher… - … on Prognostics and …, 2012 - hal.science
This paper deals with the presentation of an experimental platform called PRONOSTIA,
which enables testing, verifying and validating methods related to bearing health …

[图书][B] From prognostics and health systems management to predictive maintenance 1: Monitoring and prognostics

R Gouriveau, K Medjaher, N Zerhouni - 2016 - books.google.com
This book addresses the steps needed to monitor health assessment systems and the
anticipation of their failures: choice and location of sensors, data acquisition and processing …

Fuzzy logic for modeling machining process: a review

MRH Mohd Adnan, A Sarkheyli, A Mohd Zain… - Artificial Intelligence …, 2015 - Springer
The application of artificial intelligence (AI) techniques in modeling of machining process
has been investigated by many researchers. Fuzzy logic (FL) as a well-known AI technique …

A weighted hidden Markov model approach for continuous-state tool wear monitoring and tool life prediction

J Yu, S Liang, D Tang, H Liu - The International Journal of Advanced …, 2017 - Springer
Tool wear is one of the important indicators to reflect the health status of a machining
system. In order to obtain tool's wear status, tool condition monitoring (TCM) utilizes …

Integrated tool condition monitoring systems and their applications: a comprehensive review

C Nath - Procedia Manufacturing, 2020 - Elsevier
In conventional metal cutting, different tool wear modes, and their individual deterioration
rates play vital roles in overall production performance. For a given tool (ie, geometry or …

Type-2 fuzzy tool condition monitoring system based on acoustic emission in micromilling

Q Ren, M Balazinski, L Baron, K Jemielniak, R Botez… - Information …, 2014 - Elsevier
In this paper, a micromilling type-2 fuzzy tool condition monitoring system based on multiple
AE acoustic emission signal features is proposed. The type-2 fuzzy logic system is used as …

Tool wear monitoring with artificial intelligence methods: a review

R Munaro, A Attanasio, A Del Prete - Journal of Manufacturing and …, 2023 - mdpi.com
Tool wear is one of the main issues encountered in the manufacturing industry during
machining operations. In traditional machining for chip removal, it is necessary to know the …

Histogram as features for fault detection of multi point cutting tool–A data driven approach

DP Kumar, V Muralidharan, S Ravikumar - Applied Acoustics, 2022 - Elsevier
In the milling process, the condition of the tool is the important factor that determines the
quality of the machined product. Hence, monitoring the condition of the tool becomes …