Understanding the Fault in EMU Braking System

Xiuhua Tai, Tianxu Guo, Maoyin Chen, Junfeng Zhang, Donghua Zhou
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Abstract

The electric multiple unit (EMU) has become one of the most important components in strategic transportation in China. The braking system should receive special attention from both academic and practical perspectives. Understanding the fault of EMU braking system is one of the key points before doing research on fault detection. In this paper, we give a very brief introduction of the electro-pneumatic brake control structure and the network topology of EMU fault detection and diagnosis(FDD) module. Finally, a PCA based fault detection algorithm is proposed and the efficiency of the algorithm is verified through the experiment operated on a certain model of EMU braking system.
对动车组制动系统故障的认识
动车组(EMU)已成为中国战略交通的重要组成部分之一。从理论和实践的角度来看,制动系统都应该受到特别的关注。了解动车组制动系统的故障是进行故障检测研究的关键之一。本文简要介绍了动车组故障检测与诊断(FDD)模块的电气制动控制结构和网络拓扑结构。最后,提出了一种基于PCA的故障检测算法,并通过在某动车组制动系统模型上的实验验证了该算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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