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 …
A review of indirect tool condition monitoring systems and decision-making methods in turning: Critical analysis and trends
The complex structure of turning aggravates obtaining the desired results in terms of tool
wear and surface roughness. The existence of high temperature and pressure make difficult …
wear and surface roughness. The existence of high temperature and pressure make difficult …
Deep transfer learning based on sparse autoencoder for remaining useful life prediction of tool in manufacturing
Deep learning with ability to feature learning and nonlinear function approximation has
shown its effectiveness for machine fault prediction. While, how to transfer a deep network …
shown its effectiveness for machine fault prediction. While, how to transfer a deep network …
The effect of addition of hBN nanoparticles to nanofluid-MQL on tool wear patterns, tool life, roughness and temperature in turning of Ni-based Inconel 625
Nickel-based Inconel 625 is employed in critical applications because of its excellent
properties. But the machinability of this material is very poor. In recent years, the use of …
properties. But the machinability of this material is very poor. In recent years, the use of …
Advances in artificial intelligence for image processing: techniques, applications, and optimization
S Boopathi, BK Pandey, D Pandey - Handbook of research on thrust …, 2023 - igi-global.com
AI has had a substantial influence on image processing, allowing cutting-edge methods and
uses. The foundations of image processing are covered in this chapter, along with …
uses. The foundations of image processing are covered in this chapter, along with …
Automatic detection and classification of steel surface defect using deep convolutional neural networks
S Wang, X Xia, L Ye, B Yang - Metals, 2021 - mdpi.com
Automatic detection of steel surface defects is very important for product quality control in the
steel industry. However, the traditional method cannot be well applied in the production line …
steel industry. However, the traditional method cannot be well applied in the production line …
A state-of-the-art review on sensors and signal processing systems in mechanical machining processes
Sensors are the main equipment of the data-based enterprises for diagnosis of the health of
system. Offering time-or frequency-dependent systemic information provides prognosis with …
system. Offering time-or frequency-dependent systemic information provides prognosis with …
Artificial intelligence for automatic prediction of required surface roughness by monitoring wear on face mill teeth
Nowadays, face milling is one of the most widely used machining processes for the
generation of flat surfaces. Following international standards, the quality of a machined …
generation of flat surfaces. Following international standards, the quality of a machined …
A review on lubricant condition monitoring information analysis for maintenance decision support
JM Wakiru, L Pintelon, PN Muchiri… - Mechanical systems and …, 2019 - Elsevier
Lubrication Condition monitoring (LCM) is not only utilized as an early warning system in
machinery but also, for fault diagnosis and prognosis under condition-based maintenance …
machinery but also, for fault diagnosis and prognosis under condition-based maintenance …
Automatic identification of tool wear based on convolutional neural network in face milling process
X Wu, Y Liu, X Zhou, A Mou - Sensors, 2019 - mdpi.com
Monitoring of tool wear in machining process has found its importance to predict tool life,
reduce equipment downtime, and tool costs. Traditional visual methods require expert …
reduce equipment downtime, and tool costs. Traditional visual methods require expert …