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

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dc.contributor.authorS. A. Yahaya
dc.contributor.authorI. O. Muniru
dc.contributor.authorS. Saminu
dc.contributor.authorM. O. Ibitoye
dc.contributor.authorT. M. Ajibola
dc.contributor.authorL. J. Jilantikiri
dc.contributor.authorZ. M. Ripin
dc.contributor.authorM.I.Z. Ridzwan
dc.date.accessioned2024-05-07T04:19:53Z
dc.date.available2024-05-07T04:19:53Z
dc.date.issued2023
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.
dc.identifier.citation19. Yahaya, S.A. Muniru, I. O. Saminu, S. Ibitoye, M. O. Ajibola, M. T. Jilantikiri, L. J. Ripin, Z. M. Ridzwan, M. I. Z. (2023): Application of Support Vector Regression Modelling for the Prediction of Impact Attenuation of 3D Printed HIP Protectors. An Appraisal Proceedings of the 1st Faculty of Engineering and Technology International Conference (FETICON 2023). Published by Faculty of Engineering and Technology, University of Ilorin, Nigeria. 907-913. Available online at URL: feticon.com.ng/wp-content/uploads/2023/07/FETiCON-2023-Procceding.pdf
dc.identifier.otherfeticon.com.ng/wp-content/uploads/2023/07/FETiCON-2023-Procceding.pdf
dc.identifier.urihttps://uilspace.unilorin.edu.ng/handle/123456789/13796
dc.language.isoen
dc.subject3D print
dc.subjectthermoplastic polyurethane
dc.subjecthip protector
dc.subjectimpact attenuation
dc.subjectsupport vector regression
dc.subjectperformance prediction
dc.titleAPPLICATION OF SUPPORT VECTOR REGRESSION MODELLING FOR THE PREDICTION OF IMPACT ATTENUATION OF 3D PRINTED HIP PROTECTORS
dc.title.alternativePAPER 209

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