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The Application of Two-Ellipsoid Overlap Method to Sensor Fault Detection and Diagnosis
Abstract:To realize real time fault detection and diagnosis when multi-sensors have faults simultaneously in the linear control system, a set of two-ellipsoid confidence regions was constructed based on two-ellipsoid overlap method. Each two-ellipsoid confidence region was used to detect the faults of the concerned sensor. Two-ellipsoid overlap method can be applied to linear control systems where multi-sensors have faults simultaneously. This method can give the time the faults occur quickly and accurately, and find the faulty sensors. A method of choosing the degree of confidence was studied which leads to a low degree of missing alarm.
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