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Multivariate analysis of wireless sensor network data for machine condition monitoring
Multivariate analysis of wireless sensor network data for machine condition monitoring
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机译:用于机器状态监控的无线传感器网络数据的多元分析
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摘要
Machine condition monitoring on a system utilizes a wireless sensor network to gather data from a large number of sensors. The data is processed using a multivariate statistical model to determine whether the system has deviated from a normal condition. The wireless sensor network permits the acquisition of a large number of distributed data points from plural system modalities, which, in turn, yields enhanced prediction accuracy and a reduction in false alarms.
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