Fault Estimation Method Based on Green Space Theory in Sensor Network Environment

A sensor network and sensor failure technology, applied in the directions of comprehensive factory control, comprehensive factory control, electrical program control, etc., can solve the problems that affect the performance of sensor network system fault estimation, and the fault estimation method cannot handle sensor node coupling, etc., and achieves conservativeness. Small, easy to solve and implement, and the effect of high estimation accuracy
CN104714520BInactive Publication Date: 2017-05-03DONGHUA UNIV

Patent Information

Authority / Receiving Office
CN Ā· China
Patent Type
Patents(China)
Current Assignee / Owner
DONGHUA UNIV
Publication Date
2017-05-03
Estimated Expiration
Not applicable Ā· inactive patent

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Abstract

The invention provides a fault estimation method under a sensor network environment and based on the Green space theory. The method includes the following steps that a dynamic model of a time-varying system with actuator and sensor faults is established; various sensors and measurement output adjacent to the sensors are synthesized; distributed fault estimation is conducted on the dynamic model; the existence judgment conditions of fault estimators on nodes are acquired through the linear estimation theory of Green space; if the existence conditions are satisfied, estimator parameter matrixes on the nodes are acquired through the update analysis and projection theorem in the Green space; the estimator parameter matrixes are substituted into a distributed fault estimation formula, and distributed fault estimation of the time-varying system with the actuator and sensor faults is conducted under the sensor network environment. The method can effectively solve the coupling problem between the sensor nodes under the sensor network environment and achieve the purposes of a small conservative property and high estimation accuracy.
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Description

technical field

[0001] The invention relates to a distributed fault estimation method based on Green space theory in a sensor network environment, and belongs to the technical field of control methods. Background technique

[0002] Fault estimation is an important research problem in control systems, and has been widely used in fault detection tasks in the fields of rail transit vehicles, wind power generation systems, and track health status identification.

[0003] The existing fault estimation methods cannot deal with the coupling between sensor nodes in the sensor network environment, which affects the overall fault estimation performance of the sensor network system. Contents of the invention

[0004] The technical problem to be solved by the present invention is how to deal with the coupling between the sensor nodes in the sensor network environment, so as to ensure the overall fault estimation performance of the sensor network system.

[0005] In order to solve the...

Claims

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