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1

[IEEE 2012 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) - Graz, Austria (2012.05.13-2012.05.16)] 2012 IEEE International Instrumentation and Measurement Technology Conference Proceedings - Parameter reduction of MISO Wiener-Schetzen models using the best linear approximation

Tiels, Koen, Heuberger, Peter S.C., Schoukens, Johan

Year:

2012

Language:

english

File:

PDF, 375 KB

english, 2012

2

Structure discrimination in block-oriented models using linear approximations: A theoretic framework

Schoukens, Johan, Pintelon, Rik, Rolain, Yves, Schoukens, Maarten, Tiels, Koen, Vanbeylen, Laurent, Van Mulders, Anne, Vandersteen, Gerd

Journal:

Year:

2015

Language:

english

File:

PDF, 813 KB

english, 2015

3

Wiener system identification with generalized orthonormal basis functions

Tiels, Koen, Schoukens, Johan

Journal:

Year:

2014

Language:

english

File:

PDF, 635 KB

english, 2014

4

Comparison of several data-driven non-linear system identification methods on a simplified glucoregulatory system example

Schoukens, Maarten, Tiels, Koen, Widanage, Widanalage Dhammika, Abu-Rmileh, Amjad, Schoukens, Johan, Marconato, Anna

Journal:

IET Control Theory & Applications

Year:

2014

Language:

english

File:

PDF, 733 KB

english, 2014

5

Initial estimates for Wiener–Hammerstein models using phase-coupled multisines

Tiels, Koen, Schoukens, Maarten, Schoukens, Johan

Journal:

Year:

2015

Language:

english

File:

PDF, 658 KB

english, 2015

6

Iterative Update of the Pole Locations in a Wiener-Schetzen Model

Tiels, Koen, Schoukens, Johan

Journal:

IFAC Proceedings Volumes

Year:

2013

Language:

english

File:

PDF, 338 KB

english, 2013

7

Reducing the number of parameters in a Wiener-Schetzen model*

Tiels, Koen, Heuberger, Peter S.C., Schoukens, Johan

Journal:

IFAC Proceedings Volumes

Year:

2012

Language:

english

File:

PDF, 230 KB

english, 2012

8

Identification of block-oriented nonlinear systems starting from linear approximations: A survey

Schoukens, Maarten, Tiels, Koen

Journal:

Year:

2017

Language:

english

File:

PDF, 1.90 MB

english, 2017

9

Estimation of Best Linear Approximation from Varying Operating Conditions for the Identification of a Li-ion Battery Model * *The corresponding author can be contacted at the (rishi.relan@vub.ac.be)

Relan, Rishi, Tiels, Koen, Timmermans, Jean-Marc, Schoukens, Johan

Journal:

IFAC-PapersOnLine

Year:

2017

Language:

english

File:

PDF, 1.27 MB

english, 2017

10

Polynomial nonlinear state space identification of an aero-engine structure

Cooper, Samson B., Tiels, Koen, Titurus, Branislav, Di Maio, Dario

Journal:

Computers & Structures

Year:

2020

File:

PDF, 6.79 MB

2020

11

On the smoothness of nonlinear system identification

Ribeiro, AntÃ´nio H., Tiels, Koen, Umenberger, Jack, SchÃ¶n, Thomas B., Aguirre, Luis A.

Journal:

Year:

2020

File:

PDF, 2.07 MB

2020

12

Uniqueness and basis set dependence of iterative Hirshfeld charges

Patrick Bultinck, Paul W. Ayers, Stijn Fias, Koen Tiels, Christian Van Alsenoy

Journal:

Chemical Physics Letters

Year:

2007

Language:

english

File:

PDF, 120 KB

english, 2007

13

[IEEE 2011 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC 2011) - Orlando, FL, USA (2011.12.12-2011.12.15)] IEEE Conference on Decision and Control and European Control Conference - Identifying a Wiener system using a variant of the Wiener G-Functionals

Tiels, Koen, Schoukens, Johan

Year:

2011

Language:

english

File:

PDF, 193 KB

english, 2011

14

[IEEE 2013 IEEE 52nd Annual Conference on Decision and Control (CDC) - Firenze (2013.12.10-2013.12.13)] 52nd IEEE Conference on Decision and Control - From coupled to decoupled polynomial representations in parallel Wiener-Hammerstein models

Tiels, Koen, Schoukens, Johan

Year:

2013

Language:

english

File:

PDF, 375 KB

english, 2013

15

[IEEE 2015 54th IEEE Conference on Decision and Control (CDC) - Osaka, Japan (2015.12.15-2015.12.18)] 2015 54th IEEE Conference on Decision and Control (CDC) - Incorporating Best Linear Approximation within LS-SVM-based Hammerstein System Identification

Castro-Garcia, Ricardo, Tiels, Koen, Schoukens, Johan, Suykens, Johan A. K.

Year:

2015

Language:

english

File:

PDF, 596 KB

english, 2015

16

Generation of initial estimates for Wiener-Hammerstein models via basis function expansions

Tiels, Koen, Schoukens, Maarten, Schoukens, Johan

Journal:

IFAC Proceedings Volumes

Year:

2014

Language:

english

File:

PDF, 435 KB

english, 2014

17

Dealing with Transients due to Multiple Experiments in Nonlinear System Identification**The authors are with the ELEC Department of the Vrije Universiteit Brussel (VUB),Brussels B-1050, Belgium. The corresponding author can be contacted at the (Rishi.Relan@vub.ac.be). This work was supported in part by the IWT-SBO BATTLE 639, Fund for Scientific Research (FWO-Vlaanderen), by the Flemish Government (Methusalem), the Belgian Government through the Inter university Poles of Attraction (IAP VII) Program, and by the ERC advanced grant SNLSID, under contract 320378.

Relan, Rishi, Tiels, Koen, Schoukens, Johan

Journal:

IFAC-PapersOnLine

Year:

2016

Language:

english

File:

PDF, 1.09 MB

english, 2016

18

[IEEE 2016 European Control Conference (ECC) - Aalborg, Denmark (2016.6.29-2016.7.1)] 2016 European Control Conference (ECC) - Hammerstein system identification using LS-SVM and steady state time response

Castro-Garcia, Ricardo, Agudelo, Oscar Mauricio, Tiels, Koen, Suykens, Johan A. K.

Year:

2016

Language:

english

File:

PDF, 780 KB

english, 2016

19

Hammerstein system identification through best linear approximation inversion and regularisation

Castro-Garcia, Ricardo, Tiels, Koen, Agudelo, Oscar Mauricio, Suykens, Johan A. K.

Journal:

International Journal of Control

Year:

2017

Language:

english

File:

PDF, 1.42 MB

english, 2017

20

A Local Polynomial Approach to Nonparametric Estimation of the Best Linear Approximation of Lithium-Ion Battery from Multiple Datasets

Relan, Rishi, Tiels, Koen, Timmermans, Jean-Marc, Schoukens, Johan

Journal:

IEEE Control Systems Letters

Year:

2017

Language:

english

File:

PDF, 3.99 MB

english, 2017

21

Data driven discrete-time parsimonious identification of a nonlinear state-space model for a weakly nonlinear system with short data record

Relan, Rishi, Tiels, Koen, Marconato, Anna, Dreesen, Philippe, Schoukens, Johan

Journal:

Mechanical Systems and Signal Processing

Year:

2017

Language:

english

File:

PDF, 2.05 MB

english, 2017

22

Parameter reduction in nonlinear state-space identification of hysteresis

Fakhrizadeh Esfahani, Alireza, Dreesen, Philippe, Tiels, Koen, Noël, Jean-Philippe, Schoukens, Johan

Journal:

Mechanical Systems and Signal Processing

Year:

2017

Language:

english

File:

PDF, 1.22 MB

english, 2017

23

Polynomial State-Space Model Decoupling for the Identification of Hysteretic Systems

Esfahani, Alireza Fakhrizadeh, Dreesen, Philippe, Tiels, Koen, Noël, Jean-Philippe, Schoukens, Johan

Journal:

IFAC-PapersOnLine

Year:

2017

Language:

english

File:

PDF, 898 KB

english, 2017

24

An Unstructured Flexible Nonlinear Model for the Cascaded Water-tanks Benchmark * *The corresponding author can be contacted at the (Rishi.Relan@vub.ac.be). This work was supported in part by the IWT-SBO BATTLE 639, Fund for Scientific Research (FWO-Vlaanderen), by the Flemish Government (Methusalem), the Belgian Government through the Inter university Poles of Attraction (IAP VII) Program, and by the ERC advanced grant SNLSID, under contract 320378

Relan, Rishi, Tiels, Koen, Marconato, Anna, Schoukens, Johan

Journal:

IFAC-PapersOnLine

Year:

2017

Language:

english

File:

PDF, 658 KB

english, 2017

25

[IEEE 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Curacao, Curacao (2017.12.10-2017.12.13)] 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Nonlinear system identification: Finding structure in nonlinear black-box models

Dreesen, Philippe, Tiels, Koen, Ishteva, Mariya, Schoukens, Johan

Year:

2017

Language:

english

File:

PDF, 511 KB

english, 2017

26

Decoupling Multivariate Polynomials for Nonlinear State-Space Models

Decuyper, Jan, Dreesen, Philippe, Schoukens, Johan, Runacres, Mark C., Tiels, Koen

Journal:

IEEE Control Systems Letters

Year:

2019

Language:

english

File:

PDF, 1.02 MB

english, 2019

27

Multiple-Input Single-Output Polynomial Nonlinear State-Space Model of the Li-ion Battery’s Short-term Dynamics

Relan, Rishi, Tiels, Koen, Timmermans, Jean-Marc, Schoukens, Johan

Journal:

IFAC-PapersOnLine

Year:

2018

Language:

english

File:

PDF, 1.41 MB

english, 2018

28

Sampled-Data Based State and Parameter Estimation for State-Affine Systems with Uncertain Output Equation

Ahmed-Ali, Tarek, Tiels, Koen, Schoukens, Maarten, Giri, Fouad

Journal:

IFAC-PapersOnLine

Year:

2018

Language:

english

File:

PDF, 965 KB

english, 2018

29

[IEEE 2019 IEEE 58th Conference on Decision and Control (CDC) - Nice, France (2019.12.11-2019.12.13)] 2019 IEEE 58th Conference on Decision and Control (CDC) - Deep Convolutional Networks in System Identification

Andersson, Carl, Ribeiro, Antonio H., Tiels, Koen, Wahlstrom, Niklas, Schon, Thomas B.

Year:

2019

Language:

english

File:

PDF, 12.54 MB

english, 2019

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