Results 71 to 80 of about 26,721 (240)

Remaining useful life (RUL) regression using Long–Short Term Memory (LSTM) networks [PDF]

Microelectronics Reliability, 2022
Sofia Yousuf, Salman A. Khan, Saqib Khursheed   +2 more
openaire   +1 more source

Does Knowledge Empower Climate Action? The Moderating Role of Governance in the Education–Carbon Neutrality Nexus

Journal of Public Affairs, Volume 26, Issue 2, May 2026.
ABSTRACT This study explores how governance quality moderates the impact of education on carbon emissions in 119 developing countries from 2003 to 2021. Using a two‐step System GMM approach, it examines the roles of primary, secondary, and tertiary education alongside six governance indicators.
Charles Shaaba Saba, Ariane Ephemia Ndzignat Mouteyica, Nicholas Ngepah   +2 more
wiley   +1 more source

Feature extraction and evaluation for Health Assessment and Failure prognostics. [PDF]

, 2012
International audienceThe estimation of Remaining Useful Life (RUL) of industrial equipments can be realized on their most critical components. Based on this assumption, the identified critical component must be monitored to track its health state during
Camci, Fatih, Medjaher, Kamal, Zerhouni, Noureddine   +2 more
core   +1 more source

Features Selection Procedure for Prognostics: An Approach Based on Predictability

, 2012
International audiencePrognostic aims at estimating the remaining useful life (RUL) of a degrading equipment, i.e at predicting the life time at which a component or a system will be unable to perform a desired function.
Gouriveau, Rafael, Javed, Kamran, Zemouri, Ryad, Zerhouni, Noureddine   +3 more
core   +2 more sources

Predicting Remaining Useful Life of Lithium-Ion Batteries for Electric Vehicles Using Machine Learning Regression Models

ITEGAM-JETIA
Accurate prediction of a lithium-ion battery's remaining useful life (RUL) is essential for effectively managing and maintaining electric vehicles (EVs). By anticipating battery health and potential failures, we can optimize performance, enhance safety,
Sravanthi C L, Dr.J N Chandra sekhar
doaj   +1 more source

Residual Remaining Useful Life Prediction Method for Lithium-Ion Batteries in Satellite With Incomplete Healthy Historical Data

IEEE Access, 2019
Due to the strict requirements of satellite systems, accurate remaining useful life (RUL) prediction of the key components is very important to the reliability and security of satellite systems.
Jian Peng, Zhongbao Zhou, Jiongqi Wang, Di Wu, Yinman Guo   +4 more
doaj   +1 more source

Prognostics and Health Management in Polymer Electrolyte Fuel Cells: Current Trends, Challenges, and Future Directions

Fuel Cells, Volume 26, Issue 2, April 2026.
ABSTRACT Prognostics and health management are crucial for the reliability and lifetime assessment of polymer electrolyte fuel cells (PEFCs). Here, we review the current advances on this topic, focusing mainly on key degradation mechanisms and methodologies such as physics‐aware, data‐driven, and hybrid modeling approaches.
Farideh Abdollahi, Kourosh Malek, Thomas Kadyk, Nadiia Kulyk, Christophe Gerling, Michael H. Eikerling   +5 more
wiley   +1 more source

Probabilistic Monte-Carlo method for modelling and prediction of electronics component life [PDF]

, 2014
Power electronics are widely used in electric vehicles, railway locomotive and new generation aircrafts. Reliability of these components directly affect the reliability and performance of these vehicular platforms.
Alghassi, Ali, Perinpanayagam, Suresh, Sreenuch, T., Xie, Ye   +3 more
core   +1 more source

Research on Remaining Useful Life Prognostics Based on Fuzzy Evaluation-Gaussian Process Regression Method

IEEE Access, 2020
To achieve efficient and accurate remaining life prediction and effectively express the uncertainty of prediction results, this paper proposes a remaining life prediction method based on fuzzy evaluation-Gaussian process regression (FE-GPR).
Weijie Kang, Jiyang Xiao, Mingqing Xiao, Yangguang Hu, Haizhen Zhu, Jianfeng Li   +5 more
doaj   +1 more source

Multivariate Tests for Comparing Lifetimes of Parallel Systems

Quality and Reliability Engineering International, Volume 42, Issue 3, Page 1159-1171, April 2026.
ABSTRACT Life testing of engineering systems with dependent components requires robust multivariate methods. Parametric approaches depend on restrictive assumptions, limiting their use in complex or unknown lifetime distribution settings. This study evaluates nonparametric methods for comparing parallel system lifetimes under minimal sample ...
Niladri Chakraborty, Ahmed Maged, Maxim Finkelstein   +2 more
wiley   +1 more source