Results 31 to 40 of about 3,281,484 (268)

Estimation of remaining useful lifetime of power electronic components with machine learning based on mission profile data

open access: yesPower Electronic Devices and Components, 2023
Reliability of power electronic components is essential to functionality and safety. In this paper, a data-driven method is presented to estimate the remaining useful lifetime of solder joints used in power modules of electric bikes.
Darshankumar Bhat   +2 more
doaj   +1 more source

Masked Self-Supervision for Remaining Useful Lifetime Prediction in Machine Tools

open access: yes2022 IEEE 20th International Conference on Industrial Informatics (INDIN), 2022
Prediction of Remaining Useful Lifetime(RUL) in the modern manufacturing and automation workplace for machines and tools is essential in Industry 4.0. This is clearly evident as continuous tool wear, or worse, sudden machine breakdown will lead to various manufacturing failures which would clearly cause economic loss.
Haoren Guo   +5 more
openaire   +2 more sources

Tsallis Entropy of a Used Reliability System at the System Level

open access: yesEntropy, 2023
Measuring the uncertainty of the lifetime of technical systems has become increasingly important in recent years. This criterion is useful to measure the predictability of a system over its lifetime.
Mohamed Kayid, Mashael A. Alshehri
doaj   +1 more source

Simplified Modelling of the Remaining Useful Lifetime of Atmospheric Storage Tanks in Major Hazard Establishments

open access: yesChemical Engineering Transactions, 2020
In Europe, after the Directive 2012/18/UE entered into force, the operators of establishments at major hazard accident are required to evaluate and manage equipment ageing through a detailed planning with the aim to control the integrity and prevent ...
Maria Francesca Milazzo   +3 more
doaj   +1 more source

Application of machine learning algorithms in prognostics and health monitoring of electronic systems: A review

open access: yese-Prime: Advances in Electrical Engineering, Electronics and Energy, 2023
In the modern age of digitalization, electronics are fundamental to any engineering system. With the current strong focus on the Internet of Things (IoT), autonomous vehicles and Industry 4.0, reliable electronics are gaining crucial importance ...
Darshankumar Bhat   +2 more
doaj   +1 more source

jiaxiang-cheng/cnn-pytorch-remaining-useful-life-prediction: RUL Prediction with CNN

open access: yes, 2021
Inspired by Babu, G. S., Zhao, P., & Li, X. L. (2016, April). Deep convolutional neural network-based regression approach for estimation of remaining useful life. In International conference on database systems for advanced applications (pp.
Jia-Xiang Cheng
core   +1 more source

Perancangan Sistem Monitoring Remaining Useful Lifetime Pada Motor Induksi

open access: yes, 2021
Tugas akhir ini bertujuan untuk merancang sistem monitoring remaining useful lifetime pada motor induksi. Untuk memenuhi tujuan tugas akhir tersebut, langkah awal dari tugas akhir ini adalah merancang pemodelan motor induksi pada software Matlab2020a ...
Anggoh, David Joel Joshua Lermans
core  

Attention-based Remaining Useful Lifetime Prediction Method for Industrial Internet of Things

open access: yes工程科学与技术, 2022
As one of the important functions to realize industrial intelligence in Industrial Internet of Things (IIoT), remaining useful lifetime (RUL) prediction can predict the future degradation states of industrial equipment based on monitoring data and then ...
Guorui LI   +4 more
doaj  

Reliability Assessment of Power Electronic Converters Using Replicator Neural Networks [PDF]

open access: yesعلوم، فناوری و کاربردهای فضایی
Reliability assessment of power converters is extremely important due to the degradation of the converter performance under the thermal and electrical stresses.
Reza Amjadi Fard, Farhad Bagheroskouei
doaj   +1 more source

A Comprehensive Review of Lithium-Ion Batteries Modeling, and State of Health and Remaining Useful Lifetime Prediction

open access: yesIEEE Access, 2022
According to the United States environmental protection agency (EPA), every burned gallon of gasoline generates 8.87 Kg of CO2. The pollution created by vehicles’ fuel consumption has been one of the primary sources of environmental contamination ...
Mohamed Elmahallawy   +3 more
doaj   +1 more source

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