2022
DOI: 10.1155/2022/9733264
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Optimization and Prediction of Tribological Behaviour of Al‐Fe‐Si Alloy‐Based Nanograin‐Refined Composites Using Taguchi with Response Surface Methodology

Abstract: Aluminium matrix composites (AMCs) are broadly used to change the monolithic materials in aviation, automotive, and defense industries owing to their superior characteristics such as specific strength with light weight, greater hardness, good wear resistance, and better thermal properties. This novel work was aimed at estimating the specific wear rate (SWR) of zirconium dioxide- (ZrO2-) filled AA8011 (Al-Fe-Si alloy) matrix composites. A Taguchi method and response surface methodology (RSM) were used to find o… Show more

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Cited by 13 publications
(14 citation statements)
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References 27 publications
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“…Composite tribological behavior processing characteristics are studied and analyzed using DOE. With the least amount of error, Taguchi and ANOVA methodologies are utilized to determine the influence of process characteristics and how much each processing parameter contributes to the overall process percentage [23,24]. To predict accurately and discover the optimal and average values of output parameters, a genetic algorithm is utilized [25].…”
Section: Introductionmentioning
confidence: 99%
“…Composite tribological behavior processing characteristics are studied and analyzed using DOE. With the least amount of error, Taguchi and ANOVA methodologies are utilized to determine the influence of process characteristics and how much each processing parameter contributes to the overall process percentage [23,24]. To predict accurately and discover the optimal and average values of output parameters, a genetic algorithm is utilized [25].…”
Section: Introductionmentioning
confidence: 99%
“…5 where T on and T o are kept at their respective center values. It has been clearly visible from the gure that with the rise of Pulse on Time, large signi cant increase of MRR is noted whereas a slight increase of MRR is observed in with the rise of Pulse o Time [15]. e refractive index is una ected by the reaction's T on , the intervals are interconnected.…”
Section: Resultsmentioning
confidence: 90%
“…According to corrosion resistance, bioimplants serve a critical role in extending and improving human life quality. Degenerative and inflammatory illnesses, which induce immobility and terrible pain, are believed to affect 90% of adults over the age of 40 in modern society [14,15]. Moreover, people met with accidents due to an increase in traffic congestion and suffered from bone fractures [16].…”
Section: Introductionmentioning
confidence: 99%
“…e neighborhood Void nucleation happens at molecule/matrix interfaces and can be acknowledged by either interface decohesion or molecule breaking [30]. e minute voids are related to the disappointment of the bendable metal matrix between the reinforcement particles, while the plainly visible voids are combined with the reinforcement TiC.…”
Section: Tensile Fractographymentioning
confidence: 99%