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Dry sliding wear and friction studies on AlSi10Mg-fly ash-graphite hybrid metal matrix composites using Taguchi method

机译:Taguchi法研究AlSi10Mg-粉煤灰-石墨杂化金属基复合材料的干式滑动磨损和摩擦

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The aim of the investigation is to study the influence of parameters such as sliding distance, sliding speed, load and fly ash content on dry sliding wear loss and coefficient of friction (COF) of AlSi10Mg-Fly ash-graphite hybrid composites using Taguchi method. A pin-on-disc wear testing equipment was used to conduct the dry sliding wear tests on the hybrid composite produced through the liquid metallurgy route. Signal to noise ratio response analysis and analysis of variance were used to investigate the influence of parameters, and correlation between the parameters was established by multiple linear regression models. It was determined that sliding distance was the most dominant factor influencing the wear and COF of hybrid composites. There was a decrease in wear with increases in sliding speed and fly ash content. However, the COF of composites increased with increasing load, but decreased with increases in sliding distance, sliding speed and fly ash content. At higher sliding speeds, a mechanically mixed layer (MML), containing fractured fly ash particles and oxides of aluminium and iron form between the pin and the counterface. This MML helps to reduce the chance of direct metallic contact, thereby lowering the wear loss and COF. Multiple linear regression models were developed which could be effectively used to predict the wear loss and COF of the hybrid composites. Abrasive wear was the dominant wear mechanism at low loads and when the load was increased to 26.98 N, the wear mechanism changed to mixed abrasion-delamination wear with a drastic increase in the wear loss of the hybrid composite. Mild oxidative wear was predominant at high sliding speeds (3 m s~(-1)) and lower loads.
机译:本研究的目的是通过Taguchi方法研究AlSi10Mg-Fly粉煤灰-石墨混杂复合材料的滑动距离,滑动速度,载荷和粉煤灰含量等参数对AlSi10Mg-Fly粉煤灰-石墨混杂复合材料的干滑动损耗和摩擦系数(COF)的影响。使用销盘式磨损测试设备对通过液体冶金路线生产的混合复合材料进行干式滑动磨损测试。利用信噪比响应分析和方差分析研究参数的影响,并通过多元线性回归模型建立参数之间的相关性。确定滑动距离是影响杂化复合材料磨损和COF的最主要因素。随着滑动速度和粉煤灰含量的增加,磨损减少。然而,复合材料的COF随载荷的增加而增加,但随滑动距离,滑动速度和粉煤灰含量的增加而降低。在较高的滑动速度下,在销钉和配合面之间会形成机械混合层(MML),其中包含破碎的粉煤灰颗粒以及铝和铁的氧化物。该MML有助于减少金属直接接触的机会,从而降低磨损损失和COF。建立了多个线性回归模型,可以有效地预测杂化复合材料的磨损量和COF。在低负荷下,磨料磨损是主要的磨损机制,当负荷增加到26.98 N时,磨损机制变为混合磨损-分层磨损,混合复合材料的磨损损失急剧增加。在较高的滑动速度(3 m s〜(-1))和较低的负荷下,轻度的氧化磨损是主要的。

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