Composite laminates reliability assessment using diffusion process backed up by perspective forms of non-parametric kernel estimators

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60162694%3AG42__%2F23%3A00557987" target="_blank" >RIV/60162694:G42__/23:00557987 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/60162694:G43__/23:00557987

Výsledek na webu

<a href="https://www.sciencedirect.com/science/article/pii/S1350630722003004?dgcid=author" target="_blank" >https://www.sciencedirect.com/science/article/pii/S1350630722003004?dgcid=author</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1016/j.engfailanal.2022.106326" target="_blank" >10.1016/j.engfailanal.2022.106326</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Composite laminates reliability assessment using diffusion process backed up by perspective forms of non-parametric kernel estimators

Popis výsledku v původním jazyce

Numerous technical systems are modeled to identify dependability and safety measures. The modeling approach here is a real data driven approach. We work with the results obtained by assessing a progressive material - natural fibers reinforced laminate composites. The knowledge of certain properties, namely reliability performance, has not been sufficiently studied. Our approaches include the Wiener diffusion process, parametric and non-parametric estimations and mainly a hazard function which is estimated parametrically and non-parametrically by kernel estimators. We also demonstrate the significance between parametric and non-parametric estimations, the way they influence the selection of a resulting model and prospective practical applicability.

Název v anglickém jazyce

Composite laminates reliability assessment using diffusion process backed up by perspective forms of non-parametric kernel estimators

Popis výsledku anglicky

Numerous technical systems are modeled to identify dependability and safety measures. The modeling approach here is a real data driven approach. We work with the results obtained by assessing a progressive material - natural fibers reinforced laminate composites. The knowledge of certain properties, namely reliability performance, has not been sufficiently studied. Our approaches include the Wiener diffusion process, parametric and non-parametric estimations and mainly a hazard function which is estimated parametrically and non-parametrically by kernel estimators. We also demonstrate the significance between parametric and non-parametric estimations, the way they influence the selection of a resulting model and prospective practical applicability.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

20301 - Mechanical engineering

Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2022

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Engineering Failure Analysis

ISSN

1350-6307

e-ISSN

—

Svazek periodika

138

Číslo periodika v rámci svazku

August 2022

Stát vydavatele periodika

NL - Nizozemsko

Počet stran výsledku

18

Strana od-do

—

Kód UT WoS článku

000803833900003

EID výsledku v databázi Scopus

2-s2.0-85128624366