Results 21 to 30 of about 4,709,515 (265)

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

Prognostics of Electromechanical Actuator with Partial Time Scaling Invariant Temporal Alignment

open access: yesApplied Sciences, 2023
In today’s industrial environment, effectively monitoring assets throughout their entire lifetime is essential. Prognostic and Health Management (PHM) is a powerful tool that enables users to achieve this goal.
Alexandre Eid, Guy Clerc, Badr Mansouri
doaj   +1 more source

A Nonlinear Prognostic Model Based on the Wiener Process with Three Sources of Uncertainty

open access: yesShock and Vibration, 2021
Estimation of the remaining useful life (RUL) is an important component of prognostics and health management (PHM). The accuracy of the RUL estimation for complex systems is mainly affected by three sources of uncertainty, i.e., the temporal uncertainty,
Huifang Niu   +4 more
doaj   +1 more source

Research on Degradation Modeling and Life Prediction Method of Lithium-Ion Battery in Dynamic Environment

open access: yesIEEE Access, 2019
Lithium-ion batteries are the main form of energy providers for electric vehicles. To ensure the reliability and the safety of electric vehicles, it is necessary to estimate the remaining useful life of lithium-ion batteries.
Dongxu Shen   +3 more
doaj   +1 more source

e-RULENet: remaining useful life estimation with end-to-end learning from long run-to-failure data

open access: yesSICE Journal of Control, Measurement, and System Integration, 2023
This paper presents the e-RULENet, which is a novel framework to train a data-driven model for remaining useful life estimation from long run-to-failure data with an end-to-end manner.
Masanao Natsumeda
doaj   +1 more source

Reliability Assessment of IGBT Through Modelling and Experimental Testing

open access: yesIEEE Access, 2020
Lifetime of power electronic devices, in particular those used for wind turbines, is short due to the generation of thermal stresses in their switching device e.g., IGBT particularly in the case of high switching frequency.
Mominul Ahsan   +3 more
doaj   +1 more source

XGBoost-Based Remaining Useful Life Estimation Model with Extended Kalman Particle Filter for Lithium-Ion Batteries

open access: yesSensors, 2022
The instability and variable lifetime are the benefits of high efficiency and low-cost issues in lithium-ion batteries.An accurate equipment’s remaining useful life prediction is essential for successful requirement-based maintenance to improve ...
Sadiqa Jafari, Yung-Cheol Byun
doaj   +1 more source

Influence of Sensor Network Sampling Rate on Multivariate Statistical Condition Monitoring of Industrial Machines and Processes

open access: yesProceedings, 2018
In this paper, the deterioration of statistical fault classification of a hydraulic system and an electromechanical cylinder EMC due to reduced sampling rates of sensor nets is shown. As a result, two types of faults can be distinguished: On the one hand,
Tizian Schneider   +3 more
doaj   +1 more source

Real-Time Prediction of Remaining Useful Life for Composite Laminates with Unknown Inputs and Varying Threshold

open access: yesMachines, 2022
Prognostics and health management (PHM) has emerged as an essential approach for improving the safety, reliability, and maintainability of composite structures.
Jianchao Guo, Yongbo Zhang, Junling Wang
doaj   +1 more source

Estimating Remaining Life and Fitness-For-Services Evaluation of Fuel Piping Systems

open access: yesJournal of Materials Exploration and Findings, 2023
Assets life extension are required to predict the design life expiry based on condition and effects of deterioration. The remaining life assessment will answer the questions about timing of the component or equipment will lead to failure and shall be ...
Sekar Putri Purwidyasari   +2 more
doaj   +1 more source

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