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In this paper, we propose a new reduced complexity model by expanding a discrete-time ARX model on Laguerre orthonormal bases. To ensure an efficient complexity reduction, the coefficients associated to the input and the output of the ARX model are expanded on independent Laguerre bases, to develop a new black-box linear ARX-Laguerre model with filters on model input and output. The parametric complexity reduction with respect to the classical ARX model is proved theoretically. The structure and parameter identification of the ARX-Laguerre model is achieved by a new proposed approach which consists in solving an optimization problem built from the ARX model without using system input/output observations. The performances of the resulting ARX-Laguerre model and the proposed identification approach are illustrated by numerical simulations and validated on benchmark manufactured by Feedback known as Process Trainer PT326. A possible extension of the proposed model to a multivariable process is formulated.
Decomposition of an ARX model on Laguerre orthonormal bases
Decomposition of an ARX model on Laguerre orthonormal bases
ISA Interchange
This describe the work I did in Google summer of code under Plone Foundation. It includes the enhancements required for easyforms.
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In this paper, we propose a new reduced complexity model by expanding a discrete-time ARX model on Laguerre orthonormal bases. To ensure an efficient complexity reduction, the coefficients associated to the input and the output of the ARX model are expanded on independent Laguerre bases, to develop a new black-box linear ARX-Laguerre model with filters on model input and output. The parametric complexity reduction with respect to the classical ARX model is proved theoretically. The structure and parameter identification of the ARX-Laguerre model is achieved by a new proposed approach which consists in solving an optimization problem built from the ARX model without using system input/output observations. The performances of the resulting ARX-Laguerre model and the proposed identification approach are illustrated by numerical simulations and validated on benchmark manufactured by Feedback known as Process Trainer PT326. A possible extension of the proposed model to a multivariable process is formulated.
Decomposition of an ARX model on Laguerre orthonormal bases
Decomposition of an ARX model on Laguerre orthonormal bases
ISA Interchange
This describe the work I did in Google summer of code under Plone Foundation. It includes the enhancements required for easyforms.
Easyforms (GSOC'16)
Easyforms (GSOC'16)
Prakhar Joshi
That's Cool fashion school programme in Italy
Wow ! Fashion Design School
Wow ! Fashion Design School
sarah102
Golden Residence Email
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imoveisdorio
Rio Marina Resort
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