Results 21 to 30 of about 14,530,589 (306)

Integrated Survival Analysis and Frequent Pattern Mining for Course Failure-Based Prediction of Student Dropout

open access: yesMathematics, 2021
A data-driven method to identify frequent sets of course failures that students should avoid in order to minimize the likelihood of their dropping out from their university training is proposed.
Róbert Csalódi, János Abonyi
doaj   +1 more source

State-space independent component analysis for nonlinear dynamic process monitoring [PDF]

open access: yes, 2010
The cost effective benefits of process monitoring will never be over emphasised. Amongst monitoring techniques, the Independent Component Analysis (ICA) is an efficient tool to reveal hidden factors from process measurements, which follow non-Gaussian
Odiowei, P. P.   +3 more
core   +1 more source

Demonstration Laboratory of Industry 4.0 Retrofitting and Operator 4.0 Solutions: Education towards Industry 5.0

open access: yesSensors, 2022
One of the main challenges of Industry 4.0 is how advanced sensors and sensing technologies can be applied through the Internet of Things layers of existing manufacturing.
Tamás Ruppert   +4 more
doaj   +1 more source

Remote Monitoring the Parameters of Interest in the 18O Isotope Separation Technological Process

open access: yes, 2023
This manuscript presents the remote monitoring of the main parameters in the 18O isotope separation technological process. It proposes to monitor the operation of the five cracking reactors in the isotope production system, respectively, the temperature ...
Vlad Muresan   +3 more
core   +1 more source

Contextual and Ethical Issues with Predictive Process Monitoring [PDF]

open access: yes, 2022
This thesis addresses contextual and ethical issues in the predictive process monitoring framework and several related issues. Regarding contextual issues, even though the importance of case, process, social and external contextual factors in the ...
Ogunbiyi, Oluniyi
core   +1 more source

Retrofitting-Based Development of Brownfield Industry 4.0 and Industry 5.0 Solutions

open access: yesIEEE Access, 2022
The ongoing Industry 4.0 is characterized by the connectivity between components in the manufacturing system. For modern machines, the Internet of Things is a built-in function.
Tuan-Anh Tran   +3 more
doaj   +1 more source

Machine learning-based software sensors for machine state monitoring - The role of SMOTE-based data augmentation

open access: yesResults in Engineering, 2022
A method for flexible vibration sensor-based retrofitting of CNC machines is proposed. As different states leave different fingerprints in the power spectrum plane, the states of the machine can be distinguished based on the features extracted from the ...
Alex Kummer   +3 more
doaj   +1 more source

Distributed Robust Dictionary Pair Learning and Its Application to Aluminum Electrolysis Industrial Process

open access: yes, 2022
In modern industrial systems, high-dimensional process data provide rich information for process monitoring. To make full use of local information of industrial process, a distributed robust dictionary pair learning (DRDPL) is proposed for refined ...
Ziqing Deng   +4 more
core   +1 more source

Hierarchical Frequent Sequence Mining Algorithm for the Analysis of Alarm Cascades in Chemical Processes

open access: yesIEEE Access, 2018
Faults and malfunctions on complex chemical production systems generate alarm cascades that hinder the work of the operators and make fault diagnosis a complex and challenging task.
Gyula Dorgo, Kristof Varga, Janos Abonyi
doaj   +1 more source

A Novel Methodology for Series Arc Fault Detection by Temporal Domain Visualization and Convolutional Neural Network

open access: yesSensors, 2019
AC arc faults are one of the most important causes of residential electrical wiring fires, which may produce extremely high temperatures and easily ignite surrounding combustible materials.
Kai Yang   +4 more
doaj   +1 more source

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