Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource AN OPTIMIZATION AND PREDICTIVE MODELING TO ENHANCE THE WEAR AND MECHANICAL PERFORMANCE OF Al 5054 ALLOY FOR DEFENSE APPLICATIONS WITH TiO2 NANOPARTICLES Subject The topic of the resource Artificial Neural Network; impact; Taguchi design of experiments; tensile; wear test Description An account of the resource This study examines the effects of 2%, 4%, and 6% additions of TiO2 nanoparticles on the wear and mechanical characteristics of Al 5054 alloy reinforcement. The results demonstrate that the addition of TiO2 nanoparticles considerably increases the alloys tensile and impact strengths. Tensile strength reaches a peak of 221 MPa at 6% reinforcement and it rises gradually as the percentage of TiO2 reinforcement increases. Similarly, impact strength rises with time and, with TiO2 reinforcement, it reaches a maximum of 63 Joules at 6%. Wear analysis using Taguchi-based design determines the optimal combination of composition, disc rotation speed, load, and sliding distance to minimize a given wear rate and friction force. The SEM analysis validates that the composites exhibit enhanced wear resistance due to the uniform distribution of TiO2 nanoparticles. An Artificial Neural Network (ANN) model is also developed to predict the responses, and it achieves an overall accuracy of 83.549%. The mechanical properties and wear resistance of TiO2-reinforced Al 5054 composites can be enhanced, as it is demonstrated by these results. This information is crucial for material design and optimization across a range of engineering applications. 2024, Scibulcom Ltd.. All rights reserved. Creator An entity primarily responsible for making the resource Sahu S.K.; Bansod P.J.; Mohanasundaram S.; Vetrivel K.P.; Pandian P.P.; Rajendiran M. Source A related resource from which the described resource is derived Journal of the Balkan Tribological Association, Vol-30, No. 1, pp. 67-80. Publisher An entity responsible for making the resource available Scibulcom Ltd. Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="" target="_blank" rel="noreferrer noopener"></a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85192349941&amp;partnerID=40&amp;md5=58081323ea55c2f196c7b0199cdcc1b1" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85192349941&amp;partnerID=40&amp;md5=58081323ea55c2f196c7b0199cdcc1b1</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 13104772 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Sahu S.K., Department of Mechanical Engineering, Veer Surendra Sai University of Technology, Odisha, Burla, India; Bansod P.J., Department of Mechanical Engineering, G H Raisoni College of Engineering &amp; Management Wagholi, Maharashtra, Pune, India; Mohanasundaram S., Department of Mechanical Engineering, Karunya Institute of Technology and Sciences, Tamil Nadu, Coimbatore, India; Vetrivel K.P., Department of Mechanical Engineering, M. P. Nachimuthu M. Jaganathan Engineering College, Tamil Nadu, Erode, India; Pandian P.P., Department of Mechanical Engineering, School of Engineering and Technology, Christ University (Deemed to be University), Karnataka, Bangalore, India; Rajendiran M., Department of Computer Science and Engineering, Panimalar Engineering College, Poonamallee, Tamil Nadu, Chennai, India