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Keyword: Remaining Useful LifeOpen AccessArticle
12 Pages, 627 KB 
Degradation Process in Pipeline and Remaining Useful Lifetime Estimation Based on Extended Kalman Filtering
Abstract:
Degradation measurements are often treated and analyzed for improvement the reliability of system. Our objective in this paper is to study a class of non linear systems, whose dynamics and observations are non linear functions of the state. Obviously, we develop an Extended Kalman Filtering (EKF) algorithm for detecting the additive failures in a two…
Read More(This article belongs to Section Automation & Control Systems (ACS))
Open AccessArticle
6 Pages, 981 KB
Hybrid Neural Network Method for Predicting the SOH and RUL of Lithium-Ion Batteries
Abstract:
The use of a battery to power an electrical or electronic system is accompanied by battery management, i.e. a set of measures intended to preserve it for preventative maintenance, thus the cost reduction. This management is generally based on two key parameters, the (remaining useful life) RUL and the (State-of-health) SOH, which relate respectively to…
Read More(This article belongs to the SP14 (Special Issue on Computing, Engineering and Multidisciplinary Sciences 2022-23) & Section Electronic Engineering (EEE))