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Title: :  Prediction, Optimization and Production of the Performance Indicators of an Improved Locally Produced Hybrid Brake Pad
PaperId: :  24736
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 4 2024
DUI:    16.0415/IJARIIE-24736
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Oladapo Babafemi FAKIYESINnamdi Azikiwe University, Awka, Nigeria
Joseph Ifeanyi ACHEBOUniversity of Benin, Benin City, Nigeria
Kessington OBAHIAGBONUniversity of Benin, Benin City, Edo State, Nigeria
Frank Omos UWOGHIRENUniversity of Benin Benin City Edo State Nigeria

Abstract

Mechanical Engineering
Prediction, Optimization, Hybrid, Brake Pad, Filler Materials, Binders, Friction Modifiers, Reinforcement and Composites.
In order to improve and enhance the production of automotive brake pad for better friction reduction, the materials that are practically made of reinforced composites should possess optimum physical and mechanical properties. These properties which consist of minimum wear rate, higher coefficient of friction, higher porosity and adequate surface hardness expected to produce optimal values. This study focused on the prediction and optimization of performance indicators of a locally made hybrid brake pad. Combinations of coconut shell, boron dust and corn husks were used as filler materials; phenolic resin as a binder; graphite as lubricant; silicon carbide plus copper as abrasives. During experimental studies, surface hardness (SH), specific wear rate (SWR) and porosity (P) was also measured. Optimization tools such as Design Expert, MINITAB, and SPSS were used for optimum material selection and process analysis. Also, responses’ reduction efficiency were obtained at P 18.792%, SH 78.220hr/s and SWR 15.510×〖10〗^(-6) NM^(-3)/Nm. The reduction efficiency was predicted based on desirability function of 0.781. The reinforced composites produced a relative density of 1.17g/cm^3 and the mixtures were specifically measured in proportions. Accuracy measurements gave the value of MAPE for the model as 33.1403, MAD (0.053) and MSD (0.004).

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IJARIIE Oladapo Babafemi FAKIYESI, Joseph Ifeanyi ACHEBO, Kessington OBAHIAGBON, and Frank Omos UWOGHIREN. "Prediction, Optimization and Production of the Performance Indicators of an Improved Locally Produced Hybrid Brake Pad" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 4 2024 Page 2178-2190
MLA Oladapo Babafemi FAKIYESI, Joseph Ifeanyi ACHEBO, Kessington OBAHIAGBON, and Frank Omos UWOGHIREN. "Prediction, Optimization and Production of the Performance Indicators of an Improved Locally Produced Hybrid Brake Pad." International Journal Of Advance Research And Innovative Ideas In Education 10.4(2024) : 2178-2190.
APA Oladapo Babafemi FAKIYESI, Joseph Ifeanyi ACHEBO, Kessington OBAHIAGBON, & Frank Omos UWOGHIREN. (2024). Prediction, Optimization and Production of the Performance Indicators of an Improved Locally Produced Hybrid Brake Pad. International Journal Of Advance Research And Innovative Ideas In Education, 10(4), 2178-2190.
Chicago Oladapo Babafemi FAKIYESI, Joseph Ifeanyi ACHEBO, Kessington OBAHIAGBON, and Frank Omos UWOGHIREN. "Prediction, Optimization and Production of the Performance Indicators of an Improved Locally Produced Hybrid Brake Pad." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 4 (2024) : 2178-2190.
Oxford Oladapo Babafemi FAKIYESI, Joseph Ifeanyi ACHEBO, Kessington OBAHIAGBON, and Frank Omos UWOGHIREN. 'Prediction, Optimization and Production of the Performance Indicators of an Improved Locally Produced Hybrid Brake Pad', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 4, 2024, p. 2178-2190. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Prediction__Optimization_and_Production_of_the_Performance_Indicators_of_an_Improved_Locally_Produced_Hybrid_Brake_Pad_ijariie24736.pdf (Accessed : ).
Harvard Oladapo Babafemi FAKIYESI, Joseph Ifeanyi ACHEBO, Kessington OBAHIAGBON, and Frank Omos UWOGHIREN. (2024) 'Prediction, Optimization and Production of the Performance Indicators of an Improved Locally Produced Hybrid Brake Pad', International Journal Of Advance Research And Innovative Ideas In Education, 10(4), pp. 2178-2190IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Prediction__Optimization_and_Production_of_the_Performance_Indicators_of_an_Improved_Locally_Produced_Hybrid_Brake_Pad_ijariie24736.pdf (Accessed : )
IEEE Oladapo Babafemi FAKIYESI, Joseph Ifeanyi ACHEBO, Kessington OBAHIAGBON, and Frank Omos UWOGHIREN, "Prediction, Optimization and Production of the Performance Indicators of an Improved Locally Produced Hybrid Brake Pad," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 4, pp. 2178-2190, Jul-Aug 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Prediction__Optimization_and_Production_of_the_Performance_Indicators_of_an_Improved_Locally_Produced_Hybrid_Brake_Pad_ijariie24736.pdf [Accessed : ].
Turabian Oladapo Babafemi FAKIYESI, Joseph Ifeanyi ACHEBO, Kessington OBAHIAGBON, and Frank Omos UWOGHIREN. "Prediction, Optimization and Production of the Performance Indicators of an Improved Locally Produced Hybrid Brake Pad." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 4 ().
Vancouver Oladapo Babafemi FAKIYESI, Joseph Ifeanyi ACHEBO, Kessington OBAHIAGBON, and Frank Omos UWOGHIREN. Prediction, Optimization and Production of the Performance Indicators of an Improved Locally Produced Hybrid Brake Pad. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(4) : 2178-2190. Available from: https://ijariie.com/AdminUploadPdf/Prediction__Optimization_and_Production_of_the_Performance_Indicators_of_an_Improved_Locally_Produced_Hybrid_Brake_Pad_ijariie24736.pdf
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