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The strategy of the FDI method is based on a bank of observers, each one is constructed using sliding mode design techniques to estimate the system state vector.
Fault diagnosis method presented here is based on a bank of decoupled Kalman filters.
This algorithm is based on a bank of Luenberger observers for residuals generation combined with a new proposed residual vector.
To the purpose, an analytical redundancy approach has been pursued, based on a bank of state observers for residual generation.
The proposed technique is based on a bank of adaptive neural parameter estimators (NPE) and a set of parameterized fault models.
The proposed scheme is based on a bank of observers which match different fault situations that can occur in the plant.
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Geometric imperfections are modeled as a two dimensional, Gaussian stochastic process with prescribed second moment characteristics based on a data bank of measured imperfections.
The MLR model is trained based on a data bank of 345 experimental binary diffusivities of hydrocarbons in infinite dilution solutions.
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