Discovering Structure in Black-Box System Identification

Philippe Dreesen; Joannes Schoukens

Samenvatting

Recent years have witnessed a shift towards nonlinear system identiﬁcation, where a wide variety of model structures and methods are being studied. Block-oriented models, consisting of interconnections of linear dynamical systems and static nonlinearities, are a promising choice, as they provide a good balance between ﬂexibility and simplicity. However, currently no methods are available to identify any given block-structure—even for simple structures, a variety of identiﬁcation techniques exists.

Originele taal-2	English
Titel	Workshop on Tensor Decompositions and Applications (TDA)
Uitgeverij	KUleuven
Pagina's	40-40
Aantal pagina's	1
Status	Published - 18 jan. 2016
Evenement	TDA 2016, Workshop on Tensor Decompositions and Applications - Leuven, Belgium Duur: 18 jan. 2016 → 22 jan. 2016

Workshop

Workshop	TDA 2016, Workshop on Tensor Decompositions and Applications
Land/Regio	Belgium
Stad	Leuven
Periode	18/01/16 → 22/01/16

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title = "Discovering Structure in Black-Box System Identification",

abstract = "Recent years have witnessed a shift towards nonlinear system identiﬁcation, where a wide variety of model structures and methods are being studied. Block-oriented models, consisting of interconnections of linear dynamical systems and static nonlinearities, are a promising choice, as they provide a good balance between ﬂexibility and simplicity. However, currently no methods are available to identify any given block-structure—even for simple structures, a variety of identiﬁcation techniques exists.",

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year = "2016",

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language = "English",

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AU - Dreesen, Philippe

AU - Schoukens, Joannes

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AB - Recent years have witnessed a shift towards nonlinear system identiﬁcation, where a wide variety of model structures and methods are being studied. Block-oriented models, consisting of interconnections of linear dynamical systems and static nonlinearities, are a promising choice, as they provide a good balance between ﬂexibility and simplicity. However, currently no methods are available to identify any given block-structure—even for simple structures, a variety of identiﬁcation techniques exists.

M3 - Meeting abstract (Book)

SP - 40

EP - 40

BT - Workshop on Tensor Decompositions and Applications (TDA)

PB - KUleuven

T2 - TDA 2016, Workshop on Tensor Decompositions and Applications

Y2 - 18 January 2016 through 22 January 2016

ER -

Discovering Structure in Black-Box System Identification

Samenvatting

Workshop

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