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• W2727832219 abstract "Abstract The presence of correlated residuals in ARMAX models due to noise dynamics implies the presence of an uncontrollable subsystem in the state space model of the system and this is exploited here to reduce the the dimension of the ARMAX model of the process and to decouple the process dynamics from the noise dynamics. The ARMAX model is converted to state space form and then the weakly controllable subsystem which, due to numerical inaccuracies and other errors, represents the practical manifestation of the uncontrollable subsystem, is extracted if it exists. Two methods are proposed for this reduction, based on two different similarity transformations of the state space model. Each transformation assures one part of the cannonical controllability structure and allows the discrimination of weak controllability property via suitable criteria." @default.
• W2727832219 created "2017-07-14" @default.
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• W2727832219 creator A5088619260 @default.
• W2727832219 date "1982-06-01" @default.
• W2727832219 modified "2023-09-26" @default.
• W2727832219 title "Reduction of Armax Models by Transformation to State Space Form" @default.
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• W2727832219 doi "https://doi.org/10.1016/s1474-6670(17)62987-2" @default.
• W2727832219 hasPublicationYear "1982" @default.
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