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A New Approach to Sensor Fault Detection and Diagnostics of Nonlinear Systems
一种非线性系统的传感器故障检测与诊断新方法

Keywords: Nonlinear,systems,sensor,fault detection,fault diagnostics
非线性系统
,传感器,故障检测,故障诊断

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Abstract:

Based on a pseudo-separate-bias estimation algorithm and a modified Bayes's classification algorithm, a new approach to sensor fault detection and diagnostics of nonlinear systems is proposed. The proposed approach is used to design a sensor fault diagnostics system for a large real papermachine. Computer simulation results show that the proposed approach is much suitable for on-line detection and diagnostics of industrial sensors.

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