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
1 - 10 of 123
- A data-driven nonlinear state-space model of the unsteady lift force on a pitching wing(2022)
Authors: Muhammad Faheem Siddiqui, Tim De Troyer, J. Decuyper, Péter Zoltán Csurcsia, J. Schoukens, Mark Runacres
- Decoupling in Black Box Nonlinear System Identification: A Game Changer(2021)
Authors: J. Schoukens, J. Decuyper
Pages: 1-6 - Nonlinear System Identification with Dominating Output Noise - A Case Study on the Silverbox(2021)Edition: 7Series: IFAC-PapersOnLineVolume: 54
Authors: J. Schoukens, David Westwick, Lennart Ljung, Tadeusz Dobrowiecki
Pages: 679-684Number of pages: 6 - One-bit System Identification(2021)Edition: 7Series: IFAC PAPERSONLINEVolume: 54
Authors: Paolo Carbone, J. Schoukens, Alessio De Angelis
Pages: 571-576Number of pages: 6 - Applying polynomial decoupling methods to the polynomial NARX model(2021)
Authors: Kiana Karami, David Westwick, J. Schoukens
Pages: 1-18 - Retrieving highly structured models starting from black-box nonlinear state-space models using polynomial decoupling(2021)
Authors: J. Decuyper, K. Tiels, Mark Runacres, J. Schoukens
- User-friendly nonlinear nonparametric estimation framework for vibro-acoustic industrial measurements with multiple inputs(2020)
Authors: Péter Zoltán Csurcsia, Bart Peeters, J. Schoukens
Pages: 1-31 - A1.5-bit DFT Analyzer(2020)
Authors: Paolo Carbone, J. Schoukens, Alessio De Angelis, Antonio Moschitta
Pages: 8590-8599 - Synthetic wind speed generation for the simulation of realistic diurnal cycles(2020)Edition: 6Series: Journal of Physics: Conference SeriesVolume: 1618
Authors: Daniele D'Ambrosio, J. Schoukens, Tim De Troyer, Miroslav Zivanovic, Mark Runacres
Pages: 1-10Number of pages: 10 - Estimating a nonparametric data-driven model of the lift on a pitching wing(2020)Edition: 5Series: Journal of Physics: Conference SeriesVolume: 1618
Authors: Muhammad Faheem Siddiqui, Péter Zoltán Csurcsia, J. Decuyper, Tim De Troyer, J. Schoukens, Mark Runacres
Pages: 1-16