!!Research output per year
!!Research output per year
- 1 - 50 van 64 resultaten
Zoekresultaten
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2026
Dynamic stall mitigation of a pitching aerofoil using a data-driven model
Damiola, L., Decuyper, J., Runacres, M. & De Troyer, T., 30 mrt. 2026, In: Computers & Fluids. 308, 11 blz., 106986.Onderzoeksoutput: Article › peer review
Open AccessBestand -
2025
Unsteady aerofoil aerodynamics: Flow physics and data-driven modelling
Damiola, L., 2025, 236 blz.Onderzoeksoutput: PhD Thesis
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2024
A Nonparametric Regularization for Spectrum Estimation of Time-Varying Output-Only Measurements
Csurcsia, P. Z., Ajmal, M. & De Troyer, T., feb. 2024, In: Vibration. 7, 1, blz. 161-176 16 blz.Onderzoeksoutput: Article › peer review
Open AccessBestand2 Citaten (Scopus)37 Downloads (Pure) -
A novel machine learning based lumping approach for the reduction of large kinetic mechanisms for plasma-assisted combustion applications
Rekkas-Ventiris, G., Duarte Gomez, A., Deak, N., Kincaid, N., Pepiot, P., Bisetti, F. & Bellemans, A., feb. 2024, In: Combustion and Flame. 260, 1, 10 blz.Onderzoeksoutput: Article › peer review
Open AccessBestand7 Citaten (Scopus)59 Downloads (Pure) -
Constructing nonlinear data-driven models from pitching wing experiments using multisine excitation signals
Siddiqui, M. F., Csurcsia, P. Z., Runacres, M. & De Troyer, T., 2024, In: Mechanical Systems and Signal Processing. 216, 17 blz., 111460.Onderzoeksoutput: Article › peer review
Open AccessBestand3 Citaten (Scopus)2 Downloads (Pure) -
Enhancing operational optimization of district heating substations through refined estimations of network campus buildings heat demands to achieve a low return from the network
Chaudhry, A., Delvaux, M. P., Csurcsia, P. Z., Chicherin, S. V., Hachez, J. & Bram, S., 15 jun. 2024, In: Energy and Buildings. 313, 114241, blz. 1-17 17 blz., 114241.Onderzoeksoutput: Article › peer review
Open AccessBestand10 Citaten (Scopus)70 Downloads (Pure) -
Fast Battery EIS Measurement Using Flexible Local Rational Method
De Angelis, A., Csurcsia, P. Z., Brunacci, V. & Carbone, P., 2024, In: IEEE Transactions on Instrumentation and measurement. 73, blz. 1-10 10 blz., 6501810.Onderzoeksoutput: Article › peer review
14 Citaten (Scopus) -
Investigation of the effect of free-stream turbulence on paired vertical-axis wind turbines using wind tunnel testing and an actuator-line model
Talamalek, A., Damiola, L., Runacres, M. & De Troyer, T., jun. 2024, Journal of Physics: Conference Series. IOP Publishing, Vol. 2767. 10 blz. (Journal of Physics: Conference Series).Onderzoeksoutput: Conference paper
Open AccessBestand2 Citaten (Scopus)5 Downloads (Pure) -
Modelling the unsteady lift of a pitching NACA 0018 aerofoil using state-space neural networks
Damiola, L., Decuyper, J., Runacres, M. & De Troyer, T., 12 mrt. 2024, In: Journal of Fluid Mechanics. 983, 3, 23 blz., A3.Onderzoeksoutput: Article › peer review
Open AccessBestand14 Citaten (Scopus)102 Downloads (Pure) -
Reducing black-box nonlinear state-space models: A real-life case study
Csurcsia, P. Z., Decuyper, J., Renczes, B., Runacres, M. & De Troyer, T., 1 apr. 2024, In: Mechanical Systems and Signal Processing. 211, 21 blz., 111230.Onderzoeksoutput: Article › peer review
Open AccessBestand5 Citaten (Scopus)208 Downloads (Pure) -
The challenge of cycle-to-cycle variability in dynamic stall modelling
Damiola, L., Runacres, M. & De Troyer, T., jun. 2024, Journal of Physics: Conference Series. IOP Publishing, 11 blz. (Journal of Physics: Conference Series).Onderzoeksoutput: Conference paper
Open AccessBestand4 Citaten (Scopus)1 Downloads (Pure) -
2023
Automated operational modal analysis for the monitoring of a wind turbine blade
Tavares, A., Drapier, D. S., Csurcsia, P. Z., De Troyer, T., Desmet, W. & Gryllias, K., 2023, 14th International Workshop on Structural Health Monitoring. Stanford, CA 94305: Stanford University Press, 11 blz.Onderzoeksoutput: Conference paper
Bestand163 Downloads (Pure) -
Error propagation in data inversion of electrical low pressure impactor
Cornette, J. F. P. & Bram, S., 1 feb. 2023, In: Aerosol Science and Technology. 57, 2, blz. 175-185 11 blz.Onderzoeksoutput: Article › peer review
Open AccessBestand3 Citaten (Scopus)152 Downloads (Pure) -
Influence of free-stream turbulence intensity on static and dynamic stall of a NACA 0018 aerofoil
Damiola, L., Siddiqui, M. F., Runacres, M. & De Troyer, T., jan. 2023, In: Journal of Wind Engineering and Industrial Aerodynamics. 232, 14 blz., 105270.Onderzoeksoutput: Article › peer review
Open AccessBestand33 Citaten (Scopus)722 Downloads (Pure) -
Modeling airfoil dynamic stall using State-Space Neural Networks
Damiola, L., Decuyper, J. R., Runacres, M. & De Troyer, T., 19 jan. 2023, AIAA SciTech Forum and Exposition, 2023. American Institute of Aeronautics and Astronautics Inc. (AIAA), blz. 1-10 10 blz. (AIAA SciTech Forum and Exposition, 2023).Onderzoeksoutput: Conference paper
Open AccessBestand9 Citaten (Scopus)385 Downloads (Pure) -
OPtimized Thermal prosumer Integration in a Multi Energy System (OPTIMESH): OPtimized Thermal prosumer Integration in a Multi Energy System (OPTIMESH)
Chicherin, S. V., Hachez, J., Chaudhry, A. & Bram, S., 25 mei 2023. 1 blz.Onderzoeksoutput: Poster
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Regression versus probabilistic approach for operational data – heat demand of buildings to be connected to a district heating system
Hachez, J., Chicherin, S. V., Chaudhry, A. & Bram, S., 1 sep. 2023, (Accepted/In press) In: Energy and Buildings. 294, 16 blz., 113209.Onderzoeksoutput: Article › peer review
Open AccessBestand11 Citaten (Scopus)8 Downloads (Pure) -
Unsteady Aerodynamic Lift Force on a Pitching Wing: Experimental Measurement and Data Processing
Csurcsia, P. Z., Siddiqui, M. F., Runacres, M. & De Troyer, T., mrt. 2023, In: Vibration. 6, 1, blz. 29-44 16 blz.Onderzoeksoutput: Article › peer review
Open AccessBestand4 Citaten (Scopus)93 Downloads (Pure) -
2022
A data-driven nonlinear state-space model of the unsteady lift force on a pitching wing
Siddiqui, M. F., De Troyer, T., Decuyper, J. R., Csurcsia, P. Z., Schoukens, J. & Runacres, M., okt. 2022, In: Journal of Fluids and Structures. 114, 16 blz., 103706.Onderzoeksoutput: Article › peer review
Open AccessBestand16 Citaten (Scopus)227 Downloads (Pure) -
Advanced Frequency Response Matrix estimation using very short measurements
Peeters, B., Csurcsia, P. Z. & El-kafafy, M., 2022, Conference proceedings of the 2022 International Conference on Noise and Vibration Engineering. KU Leuven, blz. 1-8Onderzoeksoutput: Conference paper
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A frequency domain approach for local module identification in dynamic networks
Ramaswamy, K., Csurcsia, P. Z., Schoukens, J. & van den Hof, P., 2022, In: Automatica. 58, 10, blz. 1-9 9 blz., 21-0667.Onderzoeksoutput: Article › peer review
9 Citaten (Scopus) -
Data-driven generation of synthetic wind speeds: A comparative study
D'Ambrosio, D., Schoukens, J., De Troyer, T., Zivanovic, M. & Runacres, M., apr. 2022, In: IET Renewable Power Generation. 16, 5, blz. 922–932 11 blz.Onderzoeksoutput: Article › peer review
Open Access3 Citaten (Scopus) -
Development of a low-cost PID setup for engineering technology students
Csurcsia, P. Z., Bhandari, P. & De Troyer, T., 2022, Conference proceedings of 17th International Conference on Programmable Devices and Embedded Systems. 4 uitgave IFAC - PapersOnLine, Vol. 55. blz. 213-218 6 blz. 7Onderzoeksoutput: Conference paper
3 Citaten (Scopus) -
Digital implementation of the PID controller
Bhandari, P. & Csurcsia, P. Z., aug. 2022, In: Software Impacts. 13, blz. 1-4 4 blz., 100306.Onderzoeksoutput: Article › peer review
Open AccessBestand12 Citaten (Scopus)305 Downloads (Pure) -
Estimating a sparse nonlinear dynamical model of the flow around an oscillating cylinder: Using Sparse Identification of Nonlinear Dynamics (SINDy)
Foster, J. A., Decuyper, J. R., De Troyer, T. & Runacres, M., 2022.Onderzoeksoutput: Poster
Open AccessBestand78 Downloads (Pure) -
Estimating a sparse nonlinear dynamical model of the flow around an oscillating cylinder in a fluid flow using SINDy
Foster, J. A., Decuyper, J. R., De Troyer, T. & Runacres, M., 12 sep. 2022, (Accepted/In press) Conference on Noise and Vibration Engineering ISMA 2022. 41 uitgave ISMA 2022, 11 blz.Onderzoeksoutput: Conference paper
Open AccessBestand428 Downloads (Pure) -
First Results on Modelling of a Plate Heat Exchanger of a District Heating System
Chaudhry, A., Csurcsia, P. Z., De Troyer, T. & Bram, S., 13 jul. 2022, 6th IFAC International Conference on Intelligent Control and Automation. 15 uitgave IFAC, Vol. 55. blz. 69-74 5 blz.Onderzoeksoutput: Conference paper
Open Access3 Citaten (Scopus) -
Frequency Response Function Estimation for Systems with Multiple Inputs using Short Measurement: A Benchmark Study
Csurcsia, P. Z., Peeters, B. & De Troyer, T., 2022, Conference Proceedings of the Society for Experimental Mechanics Series. Society for Experimental Mechanics (SEM), blz. 1-12Onderzoeksoutput: Conference paper
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LPRM: A user-friendly iteration-free combined Local Polynomial and Rational Method toolbox for measurements of multiple input systems[Formula presented]
Csurcsia, P. Z., mei 2022, In: Software Impacts. 12, 4 blz., 100238.Onderzoeksoutput: Article › peer review
Open AccessBestand9 Citaten (Scopus)55 Downloads (Pure) -
Model Predictive Control of a Substation of a District Heating System for Enhanced Environmental and Economic Performance
Chaudhry, A., Pascual Lezaun, N., A.C.C. Fontes, F. & Bram, S., 25 jan. 2022, International Conference on Applied Energy 2021 Nov. 29 - Dec. 5, 2021, Thailand/Virtual: Sustainable Energy Solutions for a Post-COVID Recovery towards a Better Future: Part IV. online: Energy Proceedings, Vol. 21. 6 blz. (Energy Proceedings).Onderzoeksoutput: Conference paper
Open Access3 Citaten (Scopus) -
MUMI: Multisine for multiple input systems: A user-friendly excitation toolbox for physical systems
Csurcsia, P. Z., feb. 2022, In: Software Impacts. 11, 4 blz., 100192.Onderzoeksoutput: Article › peer review
Open Access7 Citaten (Scopus) -
Nonlinear Modeling of a Plate Heat Exchanger of a District Heating System
Chaudhry, A., Csurcsia, P. Z., Decuyper, J. R., De Troyer, T. & Bram, S., 2022, 14th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing June 29 - July 1, 2022, Casablanca, Morocco. 12 uitgave IFAC, Vol. 55. blz. 747-752 6 blz.Onderzoeksoutput: Conference paper
Open Access7 Citaten (Scopus) -
Nonlinear Modelling of an F16 Benchmark Measurement
Csurcsia, P. Z., Decuyper, J. R., Reczes, B. & De Troyer, T., 2022, Conference Proceedings of the Society for Experimental Mechanics Series. Society for Experimental Mechanics (SEM), blz. 1-14Onderzoeksoutput: Conference paper
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User-friendly method to split up the multiple coherence function into noise, nonlinearity and transient components illustrated on ground vibration testing of an F-16 fighting falcon
Csurcsia, P. Z., okt. 2022, In: Journal of Vibration Engineering & Technologies. 10, 7, blz. 2577-2591 15 blz.Onderzoeksoutput: Article › peer review
4 Citaten (Scopus) -
User-friendly nonlinearity modeling using the SAMI toolbox
Csurcsia, P. Z. & De Troyer, T., 2022, Conference proceedings of the 2022 International Conference on Noise and Vibration Engineering. KU Leuven, blz. 1-8Onderzoeksoutput: Conference paper
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Using a broadband multisine excitation signal for the data-driven modeling of the unsteady lift force on a pitching wing
De Troyer, T., Csurcsia, P. Z., Siddiqui, M. F. & Runacres, M., 12 sep. 2022, Conference proceedings of 2022 ISMA International Conference on Noise and Vibration Engineering. KU Leuven, 10 blz. 580Onderzoeksoutput: Conference paper
Open AccessBestand85 Downloads (Pure) -
2021
A Machine-Learning Framework for Plasma-Assisted Combustion Using Principal Component Analysis and Gaussian Process Regression
Bellemans, A., Malik, M. R., Bisetti, F. & Parente, A., 16 jul. 2021, Advances in Uncertainty Quantification and Optimization Under Uncertainty with Aerospace Applications: Proceedings of the 2020 UQOP International Conference: Space Technology Proceedings. Springer, Cham, Vol. 8. blz. 379-392 13 blz.Onderzoeksoutput: Conference paper
Open AccessBestand234 Downloads (Pure) -
An empirical study on decoupling PNLSS models illustrated on an airplane
Csurcsia, P. Z. & De Troyer, T., 1 jul. 2021, Proceedings of the 19th IFAC Symposium on System Identification SYSID 2021. 7 uitgave IFAC - PapersOnLine, Vol. 54. blz. 673-678 6 blz. (IFAC PAPERSONLINE).Onderzoeksoutput: Conference paper
Open AccessBestand9 Citaten (Scopus)171 Downloads (Pure) -
Applying polynomial decoupling methods to the polynomial NARX model
Karami, K., Westwick, D. & Schoukens, J., 1 feb. 2021, In: Mechanical Systems and Signal Processing . 148, blz. 1-18 18 blz., 107134.Onderzoeksoutput: Article › peer review
15 Citaten (Scopus) -
A simplified frequency domain approach for local module identification in dynamic networks
Csurcsia, P. Z., Ramaswamy, K., Schoukens, J. & van den Hof, P., 20 sep. 2021, ERNSI Workshop 2021. blz. 11-12 2 blz. PA05Onderzoeksoutput: Conference paper
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Empirical study on decoupling PNLSS models illustrated on F16
Csurcsia, P. Z., Decuyper, J. R., Schoukens, J. & De Troyer, T., 22 apr. 2021, Workshop on Nonlinear System Identification Benchmarks. TU Eindhoven, blz. 9-9 1 blz.Onderzoeksoutput: Meeting abstract (Book)
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Modelling Vortex-Induced Loads Using Recurrent Neural Networks
Foster, J. A., Decuyper, J. R., Runacres, M. & De Troyer, T., 25 okt. 2021, Modeling, Estimation and Control Conference MECC 2021. Wang, J., Fathy, H., Wang, Q. & Ren, B. (reds.). 20 uitgave Austin, Texas, USA: IFAC - PapersOnLine, Vol. 54. blz. 32-37 6 blz. (IFAC Proceedings Volumes; vol. 54, nr. 20).Onderzoeksoutput: Conference paper
Open AccessBestand4 Citaten (Scopus)163 Downloads (Pure) -
Model predictive control and adaptive Kalman filter design for an underground coal gasification process
Chaudhry, A. M., Arshad, A. & Bram, S., 20 sep. 2021, In: IEEE Access. 9, blz. 130737-130750 14 blz.Onderzoeksoutput: Article › peer review
Open Access5 Citaten (Scopus) -
P-DRGEP: A novel methodology for the reduction of kinetics mechanisms for plasma-assisted combustion applications
Bellemans, A., Kincaid, N., Deak, N., Pepiot, P. & Bisetti, F., 2021, In: Proceedings of the Combustion Institute. 38, 4, blz. 6631-6639 9 blz.Onderzoeksoutput: Article › peer review
Open AccessBestand29 Citaten (Scopus)69 Downloads (Pure) -
Phase-randomised Fourier transform model for the generation of synthetic wind speeds
D'Ambrosio, D., Schoukens, J., De Troyer, T., Zivanovic, M. & Runacres, M., 26 feb. 2021, In: ArXiv.org. 2021, 15 blz., 2003.07218.Onderzoeksoutput: Article
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Plasma-assisted ignition of methane/air and ethylene/air mixtures: Efficiency at low and high pressures
Deak, N., Bellemans, A. & Bisetti, F., 1 jan. 2021, In: Proceedings of the Combustion Institute. 38, 4, blz. 6551-6558 8 blz.Onderzoeksoutput: Article › peer review
33 Citaten (Scopus) -
Real-time feedback control of the impurity emission front in tokamak divertor plasmas
Ravensbergen, T., van Berkel, M., Perek, A., Galperti, C., Duval, B. P., Février, O., van Kampen, R. J. R., Felici, F., Lammers, J. T., Theiler, C., Schoukens, J., Linehan, B., Komm, M., Henderson, S., Brida, D. & de Baar, M. R., 17 feb. 2021, In: Nature Communications. 12, 1, blz. 1-9 9 blz., 1105.Onderzoeksoutput: Article › peer review
Open Access80 Citaten (Scopus) -
2020
A nonlinear model of vortex-induced forces on an oscillating cylinder in a fluid flow
Decuyper, J., De Troyer, T., Tiels, K., Schoukens, J. & Runacres, M. C., jul. 2020, In: Journal of Fluids and Structures. 96, 103029.Onderzoeksoutput: Article › peer review
Open AccessBestand12 Citaten (Scopus)155 Downloads (Pure) -
Bias and covariance of the least squares estimate in a structured errors-in-variables problem
Quintana-Carapia, G., Markovsky, I., Pintelon, R., Csurcsia, P. Z. & Verbeke, D. T., apr. 2020, In: Computational Statistics & Data Analysis. 144, 13 blz., 106893.Onderzoeksoutput: Article › peer review
Bestand4 Citaten (Scopus)215 Downloads (Pure) -
Estimating a nonparametric data-driven model of the lift on a pitching wing
Siddiqui, M. F., Csurcsia, P. Z., Decuyper, J. R., De Troyer, T., Schoukens, J. & Runacres, M., 22 sep. 2020, Journal of Physics: Conference Series. 5 uitgave IOP Publishing, Vol. 1618. blz. 1-16 (Journal of Physics: Conference Series).Onderzoeksoutput: Conference paper
Open Access6 Citaten (Scopus)