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Remaining Useful Life Prediction of Lithium-Ion Battery via a Sequence Decomposition and Deep Learning Integrated Approach

IEEE Transactions on Vehicular Technology, 2022
The remaining useful life (RUL) prediction of Lithium-ion batteries (LIBs) is of great importance to the health management of electric vehicles and hybrid electric vehicles.
Zhang Chen   +3 more
semanticscholar   +1 more source

Feature Extraction for Data-Driven Remaining Useful Life Prediction of Rolling Bearings

IEEE Transactions on Instrumentation and Measurement, 2021
A variety of data-driven methods have been proposed to predict remaining useful life (RUL) of key component for rolling bearings. The accuracy of data-driven RUL prediction model largely depends on the extraction method of performance degradation ...
Huimin Zhao   +4 more
semanticscholar   +1 more source

Coiled Tubing Life Prediction

Offshore Technology Conference, 1993
ABSTRACT The paper addresses a recently developed mathematical model for coiled tubing fatigue life prediction. It is shown that the coiled tubing stress-strain condition is unique and is primarily characterized by plane elastic stress state induced by internal pressure and superimposed over extremely high plastic ...
V.A. Avakov, J.C. Foster, E.J. Smith
openaire   +1 more source

Shelf-life prediction

1987
The term ‘shelf life’ is generally understood to be the duration of that period, between packing a product and using it, for which the quality of the product remains acceptable to the product user. An attempt to predict this period from data on the product, the pack and the distribution and storage conditions is appropriate where alternative packaging ...
openaire   +1 more source

Predicting Crack-Formation Life

Journal of Mechanical Engineering Science, 1979
This paper discusses the parameters likely to influence the crack-formation life of components. In particular, the relationship between the fatigue life of plain and notched specimens is considered, and a mathematical model for predicting the crack-formation life of components is proposed.
T. V. Duggan   +2 more
openaire   +1 more source

Probability-based life Prediction

1995
The estimation of the life expectancy of a structure is not a simple task. Many factors affect the life of a structure. These factors include design parameters, design safety factors, design methods, type of structure, structural details, materials, construction methods and quality, loads, maintenance practices, inspection methods, and other ...
Bilal M. Ayyub, Gregory J. White
openaire   +1 more source

Fuzzy fatigue life prediction

Structural Safety, 1989
Abstract Fuzzy set theory is used to encode system uncertainty in a structural reliability analysis. The fatigue failure for joints is described by the common empirical relationship between the applied stress and the corresponding number of stress cycles resulting in a failure.
Andras Bordossy, Istvan Bogardi
openaire   +1 more source

Predicting scientists’ participation in public life

Public Understanding of Science, 2012
This research provides secondary data analysis of two large-scale scientist surveys. These include a 2009 survey of American Association for the Advancement of Science (AAAS) members and a 2006 survey of university scientists by the United Kingdom’s Royal Society.
John C, Besley   +2 more
openaire   +2 more sources

Predicting young children's quality of life

Social Science & Medicine, 2003
This paper represents an investigation into the determinants of young children's quality of life (QOL) in Thailand. The empirical work is based upon a sample of 498 children (aged 5-8); 220 were urban children and 278 children of construction workers in Bangkok. Their QOL was assessed using a new self-report QOL measure for children.
Pragai, Jirojanakul   +2 more
openaire   +2 more sources

Life Prediction of Seals

1998
Abstract : The Air Force Research Laboratory requires a method for predicting the relative life of O-rings produced by different manufacturers. O-rings manufactured to the same MIL-spec from different manufacturers usually use different material formulations. Differences in formulations can result in different properties as the O-rings age.
John P. Wesson, Brice N. Cassenti
openaire   +1 more source

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