Design and Implementation of Big Data Cloud Platform Supporting Fault Diagnosis and PHM System for Switch Equipment

Long Shi, Rong Zhou, Shulin Tan
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Abstract

: Switch equipment plays an important role in railway signal system with the high failure rate. Ensuring the good work condition of railway switch equipment is of great significance for the safety and efficiency of railway transportation. Based on technologies such as information sensing, Internet of Things, cloud computing, expert system, artificial intelligence and fault prediction and health management (PHM), a structure design of the fault diagnosis and PHM system for switch equipment is put forward. A big data cloud platform, gathering and managing massive data reflecting the working state of switch equipment, is designed and implemented. It will be a powerful support for the system to reduce failure rate and improve operation and maintenance capability of switch equipment.
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支持交换设备故障诊断与PHM系统的大数据云平台设计与实现
开关设备在铁路信号系统中占有重要地位,故障率高。确保铁路道岔设备的良好工作状态,对铁路运输的安全、高效具有重要意义。基于信息传感、物联网、云计算、专家系统、人工智能、故障预测与健康管理等技术,提出了开关设备故障诊断与健康管理系统的结构设计。设计并实现了一个大数据云平台,用于收集和管理反映交换设备工作状态的海量数据。为降低开关设备故障率、提高运维能力提供有力支撑。
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