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Overview of telematics-based prognostics and health management systems for commercial vehicles

机译:基于远程信息处理的商用车辆预测和健康管理系统概述

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摘要

Prognostics and Health Management/Monitoring (PHM) are methods to assess the health condition and reliability of systems for the purpose of maximising operational reliability and safety. Recently, PHM systems are emerging in the automotive industry. In the commercial vehicle sector, reducing the maintenance cost and downtime while also improving the reliability of vehicle components can have a major impact on fleet performance and hence business competitiveness. Nowadays, telematics and GPS are used mainly for fleet tracking and diagnostics purposes. Increased numbers of sensors installed on commercial vehicles, advancement of data analytics and computational intelligence methods, increased capabilities for on-board data processing as well as in the cloud, are creating an opportunity for PHM systems to be deployed on commercial vehicles and hence improve the overall operational efficiency.
机译:预测和健康管理/监视(PHM)是评估系统的健康状况和可靠性的方法,目的是最大程度地提高操作的可靠性和安全性。最近,PHM系统在汽车工业中崭露头角。在商用车领域,减少维护成本和停机时间,同时还提高车辆部件的可靠性,会对车队性能产生重大影响,从而对商业竞争力产生重大影响。如今,远程信息处理和GPS主要用于车队跟踪和诊断。商用车上安装的传感器数量增加,数据分析和计算智能方法的进步,车载数据处理以及云计算能力的增强,都为将PHM系统部署在商用车上创造了机会,从而改善了整体运营效率。

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