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Fractional Modeling of Blood Ethanol Concentration System With Real Data Application

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Date

2019

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Publisher

Amer inst Physics

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Green Open Access

No

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Abstract

In this study, a physical system called the blood ethanol concentration model has been investigated in its fractional (non-integer) order version. The three most commonly used fractional operators with singular (Caputo) and non-singular (Atangana-Baleanu fractional derivative in the Caputo sense-ABC and the Caputo-Fabrizio-CF) kernels have been used to fractionalize the model, whereas during the process of fractionalization, the dimensional consistency for each of the equations in the model has been maintained. The Laplace transform technique is used to determine the exact solution of the model in all three cases, whereas its parameters are fitted through the least-squares error minimization technique. It is shown that the fractional versions of the model based upon the Caputo and ABC operators estimate the real data comparatively better than the original integer order model, whereas the CF yields the results equivalent to the results obtained from the integer-order model. The computation of the sum of squared residuals is carried out to show the performance of the models along with some graphical illustrations. Published under license by AIP Publishing.

Description

Qureshi, Sania/0000-0002-7225-2309; Yusuf, Abdullahi/0000-0002-8308-7943; Inc, Mustafa/0000-0003-4996-8373

Keywords

Humans, Blood Alcohol Content, Models, Biological, Medical applications (general), Fractional derivatives and integrals

Fields of Science

0103 physical sciences, 01 natural sciences

Citation

Qureshi, Sania...et al. (2019). "Fractional modeling of blood ethanol concentration system with real data application", Chaos, Vol. 29, No. 1.

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OpenCitations Citation Count
170

Source

Chaos: An Interdisciplinary Journal of Nonlinear Science

Volume

29

Issue

1

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Citations

CrossRef : 147

Scopus : 191

PubMed : 15

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Mendeley Readers : 13

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