基于马尔可夫制动振动噪声的黄山试验台工况变换研究

Ruijun Dou, Tianji Feng, M. Zhou, Qin Xu, Liang Kou
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引用次数: 0

摘要

为了实现早期制动振动噪声验证和辅助模型选择的目的,对采集到的车辆制动黄山制动载荷谱进行了数据筛选和运动段划分,并采用马尔可夫工况构建理论,进行了状态转移概率矩阵。建立并应用随机案例构建方法进行候选案例构建。对构建的候选工况进行聚类分析,选择最终的变换工况,将变换工况表述为惯性试验台工况。最后,对同一样品分别进行了惯性台架试验和车辆道路试验,并对两者的试验结果进行了对比分析。从分析结果可以看出,转换后的台架条件可以在一定程度上再现整车试验中发现的问题。通过本研究的转换条件,可实现对主机厂制动系统选型前期的初步验证,发现并解决所选样机的大部分振动和噪声问题,缩短研制周期,节约研制成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on working condition transformation of Huangshan test bench based on Markov braking vibration noise
In order to realize the purpose of early braking vibration and noise verification and assist in model selection, data screening and kinematic segment division of the collected vehicle brake Huangshan braking load spectrum were carried out, and the Markov working condition was used to construct the theory, and the state transition probability matrix was carried out. build, and apply the stochastic case construction method for candidate case construction.Cluster analysis is performed on the constructed candidate working conditions, the final transformation working condition is selected, and the transformation working condition is formulated as the inertia test bench working condition.Finally, the same samples were subjected to inertia bench test and vehicle road test respectively, and the test results of the two were compared and analyzed. It can be seen from the analysis results that the converted bench conditions can reproduce the problems found in the vehicle test to a certain extent.Through the conversion conditions of this study, it can realize the preliminary verification for the main engine factory in the early stage of brake system selection, find and solve most of the vibration and noise problems of the selected samples, shorten the development cycle and save the development cost.
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