A hybrid multiple-criteria decision-making approach for selecting optimal automotive brake friction composite

Tej Singh
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引用次数: 18

Abstract

In this research article, a hybrid multiple-criteria decision-making approach was implemented to select the optimal brake friction formulation according to several conflicting performance-defining criteria. Friction material formulations based on different abrasives (magnesium oxide, iron oxide, zinc oxide, aluminum oxide, titanium dioxide, zirconium dioxide, and silicon dioxide) were designed, fabricated, and tested for various tribological properties. The inclusions of aluminum oxide proved best from performance and fade coefficient of friction, friction stability, friction fluctuations, and friction variability point of view but confirmed worst in terms of wear and disc temperature rise. The lowest wear and lowest rise in disc temperature were exhibited by zinc oxide added composite. The highest recovery coefficient of friction was displayed by silicon dioxide added composite. Since no single composite alternative could merely satisfy all the desired attributes. To find the optimum composite option for automotive braking application, hybrid analytic hierarchy process (AHP)–criteria importance through intercriteria correlation (CRITIC)–technique for order of preference by similarity to ideal solution (TOPSIS) was used to make the final decision. The results show that the formulation with titanium dioxide as abrasive exhibits the optimal properties.

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汽车制动摩擦复合材料优选的混合多准则决策方法
本文采用一种混合多准则决策方法,根据几个相互冲突的性能定义准则选择最优制动摩擦配方。基于不同磨料(氧化镁、氧化铁、氧化锌、氧化铝、二氧化钛、二氧化锆和二氧化硅)的摩擦材料配方被设计、制造并测试了各种摩擦学性能。氧化铝夹杂物在摩擦性能、摩擦衰减系数、摩擦稳定性、摩擦波动和摩擦变异性方面表现最佳,但在磨损和摩擦盘温升方面表现最差。添加氧化锌的复合材料具有最低的磨损和最低的上升温度。添加二氧化硅的复合材料的摩擦恢复系数最高。因为没有单一的组合替代方案可以仅仅满足所有所需的属性。为了寻找汽车制动应用的最佳组合方案,采用混合层次分析法(AHP) -标准间关联重要性法(critical) -理想解相似偏好排序法(TOPSIS)进行最终决策。结果表明,以二氧化钛为磨料的配方性能最佳。
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