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Performance evaluation of near real-time condition monitoring in haul trucks

机译:牵引车近实时状态监测的性能评估

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Strategic maintenance plays a key role in ensuring high availability and utilization of the haul trucks,and as equipment began to grow more complex towards the end of the 20th century,there was a need for a proactive maintenance strategy,which led to the development of condition-based maintenance.Realtime condition monitoring(RTCM)is the ability to perform condition monitoring in real-time and has the ability to alert maintenance and operations of abnormal conditions.These alarms can be used as an indication leading to a problem,and if a suitable corrective action is initiated in time,it could result in significant savings of equipment downtime and repair costs.This study aims to compare some maintenance performance indicators prior to and after implementation of RTCM strategy at a mine site using some tests of statistical significance.The study also indicated the presence of seasonality in the data,and thus the data was deseasonalized and detrended prior to being subjected to the statistical tests.Finally,the results indicated that RTCM strategy has proven to be successful in improving the availability for some of the failure categories chosen in this study.
机译:战略性维护在确保牵引车的高可用性和利用率方面起着关键作用,并且随着设备在20世纪末开始变得越来越复杂,需要一种积极的维护策略,这导致了状况的发展。基于维护的实时状态监视(RTCM)是能够实时执行状态监视的功能,并且能够向异常状态的维护和操作发出警报。这些警报可以用作导致问题的指示,以及及时采取适当的纠正措施,可以显着节省设备的停机时间和维修成本。本研究旨在使用一些具有统计意义的检验来比较在矿区实施RTCM策略前后的一些维护绩效指标。研究还表明数据中存在季节性,因此在对数据进行统计之前先对数据进行反季节化和去趋势化处理最后,结果表明RTCM策略已成功地提高了本研究中选择的某些故障类别的可用性。

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