首页|(106326)Composite laminates reliability assessment using diffusion process backed up by perspective forms of non-parametric kernel estimators
(106326)Composite laminates reliability assessment using diffusion process backed up by perspective forms of non-parametric kernel estimators
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NSTL
Elsevier
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.
Composite laminatesWiener process with driftParametric and non-parametric estimators
Kamila Hasilova、David Valis
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Department of Quantitative Methods, University of Defence, Kounicova 65, Brno 66210, Czech Republic
Department of Combat and Special Vehicles, University of Defence, Brno, Czech Republic