Results 21 to 30 of about 1,567,597 (316)

Multimode Wind Tunnel Flow Field System Monitoring Based on KPLS [PDF]

open access: yes, 2023
In a wind tunnel process, Mach number is the most important parameter. However, it is difficult to measure directly, especially in the multimode operation process, leading to difficulty in process monitoring.
Ran Zhang   +4 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

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

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., Cao, Yi
core   +1 more source

Temporal-Spatial Neighborhood Enhanced Sparse Autoencoder for Nonlinear Dynamic Process Monitoring [PDF]

open access: yes, 2020
Data-based process monitoring methods have received tremendous attention in recent years, and modern industrial process data often exhibit dynamic and nonlinear characteristics.
Yang Tao   +3 more
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

Development of a Calibration Model for Real-Time Solute Concentration Monitoring during Crystallization of Ceritinib Using Raman Spectroscopy and In-Line Process Microscopy [PDF]

open access: yes, 2023
Raman spectroscopy is a useful tool for polymorphic form-monitoring during the crystallization process. However, its application to solute concentration estimation in two-phase systems like crystallization is rare, as the Raman signal is influenced by ...
Damir Šahnić   +5 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

Incorporating spatial context into remaining-time predictive process monitoring [PDF]

open access: yes, 2021
Predictive business process monitoring aims to accurately predict a variable of interest (e.g. remaining time) or the future state of the process instance (e.g. outcome or next step).
Ogunbiyi, Niyi   +2 more
core   +1 more source

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