A novel ensemble deep learning model for cutting tool wear monitoring using audio sensors
Z Li, X Liu, A Incecik, MK Gupta, GM Królczyk… - Journal of Manufacturing …, 2022 - Elsevier
Tool wear is an important parameter in the machining because the production, cost and
performance is highly depend upon its performance. Therefore, the monitoring of cutting tool …
performance is highly depend upon its performance. Therefore, the monitoring of cutting tool …
[HTML][HTML] Smart factory transformation using industry 4.0 toward ESG perspective: A critical review and future direction
H Kim, YJ Quan, G Jung, KW Lee, S Jeong… - International Journal of …, 2023 - ijpem-st.org
The future manufacturing system is rapidly developing owing to the advances in artificial
intelligence, the Internet-of-Things, robotics, big data, and cloud-computing technologies …
intelligence, the Internet-of-Things, robotics, big data, and cloud-computing technologies …
Real-time monitoring for manual operations with machine vision in smart manufacturing
P Lou, J Li, YH Zeng, B Chen, X Zhang - Journal of Manufacturing Systems, 2022 - Elsevier
Online real-time production process monitoring is the basis for intelligent manufacturing
refinement management. This paper proposes a contactless monitoring framework with …
refinement management. This paper proposes a contactless monitoring framework with …
[HTML][HTML] Systematic deep transfer learning method based on a small image dataset for spaghetti-shape defect monitoring of fused deposition modeling
As defect detection in the three-dimensional printing process has been essential, especially
for fused deposition modeling (FDM), deep transfer learning is a promising technique for …
for fused deposition modeling (FDM), deep transfer learning is a promising technique for …
Internet of things
This chapter addresses the Internet of Things (IoT); from the concept and fundamental
characteristics to the advantages of machine-to-machine communications, as well as the key …
characteristics to the advantages of machine-to-machine communications, as well as the key …
Internet of Things smart devices, sustainable industrial big data, and artificial intelligence-based decision-making algorithms in cyber-physical system-based …
S Shaw, Z Rowland, V Machova - Economics, Management and …, 2021 - ceeol.com
We draw on a substantial body of theoretical and empirical research on Internet of Things
smart devices, sustainable industrial big data, and artificial intelligence-based decision …
smart devices, sustainable industrial big data, and artificial intelligence-based decision …
Machine learning-based real-time monitoring system for smart connected worker to improve energy efficiency
Recent advances in machine learning and computer vision brought to light technologies and
algorithms that serve as new opportunities for creating intelligent and efficient manufacturing …
algorithms that serve as new opportunities for creating intelligent and efficient manufacturing …
Real-time fault identification system for a retrofitted ultra-precision CNC machine from equipment's power consumption data: a case study of an implementation
V Selvaraj, S Min - International Journal of Precision Engineering and …, 2023 - Springer
Ability to detect faults in manufacturing machines have become crucial in the era of Smart
Manufacturing to enable cost savings from erratic downtimes, in an effort towards Green …
Manufacturing to enable cost savings from erratic downtimes, in an effort towards Green …
State identification of a 5-axis ultra-precision CNC machine tool using energy consumption data assisted by multi-output densely connected 1D-CNN model
Ultra-precision machine tools are the foundation for ultra-precision manufacturing. In the era
of Industry 4.0, monitoring the machine tool's working condition is critical to control the …
of Industry 4.0, monitoring the machine tool's working condition is critical to control the …
Convolutional neural network-based classification of cervical intraepithelial neoplasias using colposcopic image segmentation for acetowhite epithelium
J Kim, CM Park, SY Kim, A Cho - Scientific Reports, 2022 - nature.com
Colposcopy is a test performed to detect precancerous lesions of cervical cancer. Since
cervical cancer progresses slowly, finding and treating precancerous lesions helps prevent …
cervical cancer progresses slowly, finding and treating precancerous lesions helps prevent …