Results 81 to 90 of about 20,775 (227)
Prediction of Remaining Useful Life of Aero-engines Based on CNN-LSTM-Attention
International Journal of Computational Intelligence SystemsAccurately predicting the remaining useful life (RUL) of aircraft engines is crucial for maintaining financial stability and aviation safety. To further enhance the prediction accuracy of aircraft engine RUL, a deep learning-based RUL prediction method ...
Sizhe Deng, Jian Zhou
semanticscholar +1 more source
Scientific ReportsGears, as indispensable components of machinery, demand accurate prediction of their Remaining Useful Life (RUL). To enhance the utilization of ordered information within time series data and elevate RUL prediction precision, this study introduces the ...
Xinping Chen
doaj +1 more source
, 2014 International audienceOne remaining technological bottleneck to develop industrial Fuel Cell (FC) applications resides in the system limited useful lifetime.
Gouriveau, Rafael +4 more
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Prognostic and Health Management (PHM) are crucial ways to avoid unnecessary maintenance for Cyber-Physical Systems (CPS) and improve system reliability. Predicting the Remaining Useful Life (RUL) is one of the most challenging tasks for PHM. Existing methods require prior knowledge about the system, contrived assumptions, or temporal mining to model ...
Zekai Zhang +6 more
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Prognostics of PEM fuel cell in a particle filtering framework.
, 2014 International audienceProton Exchange Membrane Fuel Cells (PEMFC) suffer from a limited lifespan, which impedes their uses at a large scale. From this point of view, prognostics appears to be a promising activity since the estimation of the Remaining ...
Gouriveau, Rafael +4 more
core +1 more source
Scientific ReportsEnsuring the long-term safe usage of lithium-ion batteries hinges on accurately estimating the State of Health \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy ...
Feng-Ming Zhao +3 more
semanticscholar +1 more source
A hybrid prognostics approach to estimate the residual useful life of a planetary gearbox with a local defect [PDF]
, 2015 A hybrid prognostics approach for the monioring of a planetary gearbox with the local defect is presented. This hybrid method can predict the remaining useful life (RUL) of planetary gearbox with a fatigue crack.
Zhe Cheng
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Bearing Remaining Useful Life Prediction Based on a Nonlinear Wiener Process Model
Shock and Vibration, 2018 Prognostic is an essential part of condition-based maintenance, which can be employed to enhance the reliability and availability and reduce the maintenance cost of mechanical systems.
Juan Wen, Hongli Gao, Jiangquan Zhang
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Prognostics with autoregressive moving average for railway turnouts [PDF]
, 2010 Turnout systems are one of the most critical systems on railway infrastructure. Diagnostics and prognostics on turnout system have ability to increase the reliability & availability and reduce the downtime of the railway infrastructure.
Camci, Faith +4 more
core
Prediction of Remaining Useful Life (RUL) of Lithium ion (Li-ion) Batteries
, 2020 In recent time Li-ion battery gained popularity because of their high charge density, portability and longer life span. It compliments the human quest for green energy. As many of the green energy applications like Electrical Vehicle, Wind Energy and Solar Energy use Li-ion battery as their energy storage device.
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