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Guest Editorial to COMADEM Special Issue

机译:客座社论,COMADEM特刊

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Once again, we appreciate the opportunity extended by Prof Rao to MFPT to provide the entire content for this issue of COMADEM's International Journal. MFPT was founded in 1967 with the aim of gaining a better understanding of how equipment operates so that designers and operators could determine how to improve the reliability of future equipment. We, and the condition monitoring world as a whole, have come a long way in the last 50 years in our understanding of the behavior of complex systems and, when I look back at the remarkable accomplishments, especially in data analysis techniques, I often wonder if we are near the end of the discovery trail or whether there is still a lot more to discover. We have certainly moved on from the early days when we were only able to extract a small amount of knowledge from the data available, to now dealing with "Big Data" and relishing the much greater level of knowledge that we can derive from vast, disparate and complex data sets, including accurate predictions of when costly or unsafe faults will occur. I thus sense that the world of Condition Monitoring for Failure Prevention still has significant untapped potential just as we felt back in 1967.
机译:再次感谢饶教授为MFPT提供的机会,为本期《 COMADEM国际期刊》提供全部内容。 MFPT成立于1967年,旨在更好地了解设备的运行方式,以便设计人员和操作员可以确定如何提高未来设备的可靠性。在过去的50年中,我们以及整个状态监测世界在理解复杂系统的行为方面取得了长足的进步,当我回顾卓越的成就时,尤其是在数据分析技术方面,我常常想知道如果我们接近发现路线的尽头,或者还有更多的发现要走。从最初只能从可用数据中提取少量知识的早期,到现在处理“大数据”并享受从大量不同的知识中获得的更高水平的知识,我们当然已经前进了。复杂的数据集,包括对何时会发生代价高昂或不安全故障的准确预测。因此,我感觉到,正如我们在1967年所感受到的那样,用于预防故障的状态监视世界仍然具有巨大的未开发潜力。

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