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Statistics Analysis of PeA-based Sensor Fault Detection

机译:基于PeA的传感器故障检测的统计分析

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It is of importance to analyze relations between Hawkins' T2H statistic and process variables mean and variance.The formula of T2H statistic mean is derived,and its variation law with process variable mean and variance is investigated.Simulation data indicates that the variation law of T2H is similar to SPE.Changing of process variable mean and variance can both enlarge T2H,while process noise can make the statistic oscillating.
机译:分析Hawkins的T2H统计量与过程变量均值和方差之间的关系非常重要。推导了T2H统计平均值的公式,研究了其具有过程变量均值和方差的变化规律。仿真数据表明,T2H的变化规律与SPE相似。过程变量均值和方差的变化都可以使T2H增大,而过程噪声会使统计值振荡。

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