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Researcher
Joannes Schoukens
- Research Expertise:
- Modelling and identification of linear and nonlinear systems
- Keywords:Information and communication technology, Mechanical engineering, General and logistic services
- Disciplines:Engineering and technology
- Users of research expertise:
- Modelling and identification of linear and nonlinear systems
Affiliations
- Thermodynamics and Fluid Mechanics Group (Research group)
Member
From22 Dec 2016 → Today - Engineering Technology (Department)
Member
From8 Apr 2019 → 30 Sep 2023 - Vriendenkring VUB (Office)
Member
From1 Feb 2018 → Today - Engineering Technology (Department)
Member
From1 Feb 2018 → 20 Oct 2022 - Electricity (Department)
Member
From1 Oct 1986 → 31 Jan 2018 - Electricity (Department)
Member
From1 Sep 1980 → 30 Sep 2000
Projects
1 - 7 of 7
- A unifying approach to data driven modeling of nonlinear systemsFrom1 Jan 2018 → 31 Dec 2021Funding: FWO research project (including WEAVE projects)
- User-friendly Identification of massive MIMO systemsFrom1 Jan 2016 → 31 Dec 2019Funding: FWO fellowships
- Decoupling multivariate polynomials in nonlinear system identificationFrom1 Jan 2015 → 31 Dec 2018Funding: FWO research project (including WEAVE projects)
- Battery Modelling of Lithium Chemistries Based on an Eclectic ApproachFrom1 Jan 2014 → 31 Dec 2017Funding: FWO Strategic Basic Research (SBO)
- Data Driven Structured Modelling of Nonlinear Dynamic Systems (SNLSID)From1 Feb 2013 → 31 Jan 2018Funding: ERC - Ideas
- Detection and validation of changing viscoelastic effects in the respiratory system with diseaseFrom1 Jan 2013 → 31 Dec 2016Funding: FWO research project (including WEAVE projects)
- Modelling structured dynamical systems: parametric and non-parametric approachesFrom1 Jan 2012 → 31 Dec 2015Funding: FWO research project (including WEAVE projects)
Publications
21 - 30 of 123
- Nonparametric Data-Driven Modeling of Linear Systems ESTIMATING THE FREQUENCY RESPONSE AND IMPULSE RESPONSE FUNCTION(2018)
Authors: J. Schoukens, Keith Richard Godfrey, Maarten Schoukens
Pages: 49-88 - Nonlinear System Identification. A User-Oriented Roadmap.(2018)
Authors: J. Schoukens
Pages: 1-60 - Grey-box state-space identification of nonlinear mechanical vibrations(2018)
Authors: Jean-Philippe Noel, J. Schoukens
Pages: 1118-1139 - Efficient multidimensional regularization for Volterra series estimation(2018)
Authors: Georgios Birpoutsoukis, Péter Zoltán Csurcsia, J. Schoukens
Pages: 896-914 - Data driven discrete-time parsimonious identification of a nonlinear state-space model for a weakly nonlinear system with short data record(2018)
Authors: Rishi Relan, K. Tiels, Anna Marconato, J. Schoukens
Pages: 929-943 - Best Linear Approximation of Wiener Systems Using Multilevel Signals: Theory and Experiments(2018)
Authors: Alessio De Angelis, J. Schoukens, Keith Richard Godfrey, Paolo Carbone
Pages: 1246-1253 - Parameter reduction in nonlinear state-space identification of hysteresis.(2018)
Authors: Alireza Fakhrizadeh Esfahani, Philippe Dreesen, K. Tiels, J. Schoukens
Pages: 884-895 - Nonparametric Approximation of the Nonlinear SilverBox Data: a Linear Time-varying Approach(2018)
Authors: Péter Zoltán Csurcsia, J. Schoukens, Bart Peeters
Pages: 25-25 - Approximate decoupling of multivariate polynomials using weighted tensor decomposition(2018)
Authors: Gabriel Hollander, Philippe Dreesen, Mariya Kamenova Ishteva, J. Schoukens
- An Application Example of Regularization: Time-varying Operational Modal Analysis(2018)
Authors: Péter Zoltán Csurcsia, J. Schoukens, Bart Peeters
Pages: 16-19Number of pages: 4