Title :
Optimal sensor location for detecting changes in dynamical behavior
Author :
Basseville, Michèle ; Benveniste, Albert ; Moustakides, Georges V. ; Rougée, Anne
Author_Institution :
IRISA/INRIA, Rennes Cedex, France
fDate :
12/1/1987 12:00:00 AM
Abstract :
We address the problem of optimal sensor location for monitoring the eigenstructure of a multivariable dynamical system. The criterions which are optimized are the power of new tests designed for detecting and diagnosing changes in the eigencharacteristics of a system [3], [12]. The key points are the choice of the parameterization for computing the criterion and the comparison of designs with a different number of sensors. The discussion of the numerical results for sensor location includes the analysis of the effect of the geometry of the unknown excitation.
Keywords :
Autoregressive moving-average processes; Fault diagnosis; Monitoring; Parameter estimation, linear systems; Biosensors; Condition monitoring; Control systems; Covariance matrix; Distributed parameter systems; Optimal control; Parameter estimation; Performance evaluation; Sensor systems; State estimation;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.1987.1104501