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Artificial intelligence systems for tool condition monitoring in machining: Analysis and critical review
The wear of cutting tools, cutting force determination, surface roughness variations and other
machining responses are of keen interest to latest researchers. The variations of these …
machining responses are of keen interest to latest researchers. The variations of these …
Application of sophisticated sensors to advance the monitoring of machining processes: analysis and holistic review
Response measurement of various functionality states of machines is an inevitable part of
smooth production. An effectively efficient measurement and control system of the machinery …
smooth production. An effectively efficient measurement and control system of the machinery …
PRONOSTIA: An experimental platform for bearings accelerated degradation tests.
This paper deals with the presentation of an experimental platform called PRONOSTIA,
which enables testing, verifying and validating methods related to bearing health …
which enables testing, verifying and validating methods related to bearing health …
A review on sensor based monitoring and control of friction stir welding process and a roadmap to Industry 4.0
This review is on the various techniques and methodologies applied to sensor based
monitoring of the quality and control of defects in an advanced joining process named …
monitoring of the quality and control of defects in an advanced joining process named …
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 …
[BOEK][B] From prognostics and health systems management to predictive maintenance 1: Monitoring and prognostics
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 …
anticipation of their failures: choice and location of sensors, data acquisition and processing …
CNC machine tool's wear diagnostic and prognostic by using dynamic Bayesian networks
The failure of critical components in industrial systems may have negative consequences on
the availability, the productivity, the security and the environment. To avoid such situations …
the availability, the productivity, the security and the environment. To avoid such situations …
Predicting tool wear with multi-sensor data using deep belief networks
Y Chen, Y **, G Jiri - The International Journal of Advanced …, 2018 - Springer
Tool wear is a crucial factor influencing the quality of workpieces in the machining industry.
The efficient and accurate prediction of tool wear can enable the tool to be changed in a …
The efficient and accurate prediction of tool wear can enable the tool to be changed in a …
Effect of tool wear on delamination in drilling composite materials
CC Tsao, H Hocheng - International journal of mechanical sciences, 2007 - Elsevier
Among all machining operations, drilling using twist drill is the most frequently applied for
secondary machining of composite materials owing to the need for structure joining …
secondary machining of composite materials owing to the need for structure joining …
Detection and diagnosis of bearing and cutting tool faults using hidden Markov models
T Boutros, M Liang - Mechanical Systems and Signal Processing, 2011 - Elsevier
Over the last few decades, the research for new fault detection and diagnosis techniques in
machining processes and rotating machinery has attracted increasing interest worldwide …
machining processes and rotating machinery has attracted increasing interest worldwide …