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Leveraging IoT Technology to Optimize Friction Management in Heavy Haul Track

机译:利用物联网技术优化重载履带的摩擦管理

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The benefits of a successfully implemented friction management program for the heavy haul railroad include extended rail life, reduced track damaging forces, reduced rolling contact fatigue, and improved consist fuel economy. However, railroads often struggle in achieving a high friction management program uptime which can limit the railroad's ability to realize the maximum benefit and return on investment of the program. Internet of Things (IoT) technology can enable railroads to simultaneous maximize the benefits of their friction management program while reducing the costs associated with operating the program. This includes the ability to easily monitor the uptime of application systems, optimizing application rates, improving insight into the operational status of application systems, reducing the track time required to troubleshoot systems, eliminating return visits to systems for maintenance, and reducing the management resources required to effectively run the friction management program. Beginning in 2017, state-of-the-art remote asset monitoring equipment was installed on 287 trackside application systems (both gauge face lubrication and top of rail friction management) along a 1,400-mile segment of Class 1 heavy haul track. Through the use this monitoring equipment, data analytics, and predictive maintenance algorithms, the program was able to efficiently identify, prioritize, and schedule service work. For 2018, the aggregated uptime for this friction management program was 95%.
机译:成功实施重载铁路的摩擦管理程序的好处包括延长轨道寿命,减少轨道损坏力,减少滚动接触疲劳并改善整体燃油经济性。但是,铁路通常难以实现高摩擦管理程序的正常运行时间,这会限制铁路实现该程序的最大收益和投资回报的能力。物联网(IoT)技术可使铁路部门同时最大化其摩擦管理程序的收益,同时降低与运行该程序相关的成本。这包括轻松监视应用程序系统的正常运行时间,优化应用程序速率,增强对应用程序系统的运行状态的洞察力,减少对系统进行故障排除所需的跟踪时间,消除对系统进行维护的回访以及减少所需管理资源的能力。有效运行摩擦管理程序。从2017年开始,沿着1级重载轨道的1400英里路段,在287个轨旁应用系统(轨距面润滑和轨道摩擦管理的顶部)上安装了最先进的远程资产监控设备。通过使用此监视设备,数据分析和预测性维护算法,该程序能够有效地识别,确定优先级并安排服务工作。对于2018年,该摩擦管理计划的总正常运行时间为95%。

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