APPLICATION OF SUPPORT VECTOR REGRESSION MODELLING FOR THE PREDICTION OF IMPACT ATTENUATION OF 3D PRINTED HIP PROTECTORS

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dc.contributor.authorSuleiman Abimbola, Yahaya
dc.contributor.authorMuniru, I.O.
dc.contributor.authorSaminu, Sani
dc.contributor.authorIbitoye, M.O.
dc.contributor.authorAjibola, T.M.
dc.contributor.authorJilantikiri, L. J.
dc.contributor.authorRipin, Z.M.
dc.contributor.authorRidzwan, M.I.Z.
dc.date.accessioned2023-08-28T11:17:14Z
dc.date.available2023-08-28T11:17:14Z
dc.date.issued2023-06
dc.description.abstract3D printed thermoplastic polyurethanes of different shore hardness were used to make hip protectors for the prevention of osteoporotic hip fracture, which was then tested. The result was used to develop a support vector regression model to estimate the effect of the protector shore hardness, shell thickness, and infill density on the impact attenuation capacity at different energy levels. The results from the model show that the impact attenuation ability of a hip protector is significantly dependent on the infill density of the hip protector and its shore hardness. Excellent agreement was found between the model results and test results.en_US
dc.identifier.urihttps://uilspace.unilorin.edu.ng/handle/20.500.12484/11707
dc.language.isoenen_US
dc.publisherFaculty of Engineering and Technology, University of Ilorinen_US
dc.subject3D print, thermoplastic polyurethane; hip protector; impact attenuation; support vector regression; performance predictionen_US
dc.titleAPPLICATION OF SUPPORT VECTOR REGRESSION MODELLING FOR THE PREDICTION OF IMPACT ATTENUATION OF 3D PRINTED HIP PROTECTORSen_US
dc.typeArticleen_US

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