Journal Articles
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2026
|
P M J Van den Hof, S Shi, S J M Fonken, K R Ramaswamy, H Hjalmarsson; A G Dankers Data-informativity conditions for structured linear systems with implications for dynamic networks Journal Article In: Automatica, vol. 191, no. 113110, 2026. @article{VandenHof&etal_Autom:26,
title = {Data-informativity conditions for structured linear systems with implications for dynamic networks},
author = {P M J Van den Hof, S Shi, S J M Fonken, K R Ramaswamy, H Hjalmarsson and A G Dankers},
url = {https://arxiv.org/pdf/2409.03883.pdf},
doi = {https://doi.org/10.1016/j.automatica.2026.113110},
year = {2026},
date = {2026-01-01},
urldate = {2026-01-01},
journal = {Automatica},
volume = {191},
number = {113110},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2025
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X Cheng; S Shi; I Lestas; P M J Van den Hof Identifiability in dynamic acyclic networks with partial excitations and measurements Journal Article In: IEEE Trans. Automatic Control, vol. 70, no. 4, pp. 2305-2320, 2025. @article{Cheng&etal_TAC:25,
title = {Identifiability in dynamic acyclic networks with partial excitations and measurements},
author = {X Cheng and S Shi and I Lestas and P M J Van den Hof},
url = {https://arxiv.org/pdf/2201.07548.pdf},
doi = {https://doi.org/10.1109/TAC.2024.3476989},
year = {2025},
date = {2025-04-01},
urldate = {2025-04-01},
journal = {IEEE Trans. Automatic Control},
volume = {70},
number = {4},
pages = {2305-2320},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2024
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L F M Rodrigues; G H C Oliveira; L P R K Ihlenfeld; R Schumacher; P M J Van den Hof Frequency domain identification of passive local modules in linear dynamic networks Journal Article In: Systems & Control Letters, vol. 193, no. 105937, 2024. @article{Rodrigues&etal_SCL:24,
title = {Frequency domain identification of passive local modules in linear dynamic networks},
author = {L F M Rodrigues and G H C Oliveira and L P R K Ihlenfeld and R Schumacher and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Rodrigues&etal_SCL2024.pdf},
doi = {https://doi.org/10.1016/j.sysconle.2024.105937},
year = {2024},
date = {2024-11-01},
journal = {Systems & Control Letters},
volume = {193},
number = {105937},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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Y Shi; S J M Fonken; P M J Van den Hof Fault detection and diagnosis using the dynamic network framework Journal Article In: IFAC-PapersOnLine, vol. 56-2, pp. 384-389, 2024, (Proc. 20th IFAC Symp. System Identification, 17-18 July 2024, Boston, MA, USA). @article{YiboShi&etal_SYSID:24b,
title = {Fault detection and diagnosis using the dynamic network framework},
author = {Y Shi and S J M Fonken and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Shi&etal_SYSID2024.pdf},
doi = {https://doi.org/10.1016/j.ifacol.2024.08.559},
year = {2024},
date = {2024-01-01},
journal = {IFAC-PapersOnLine},
volume = {56-2},
pages = {384-389},
note = {Proc. 20th IFAC Symp. System Identification, 17-18 July 2024, Boston, MA, USA},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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P M J Van den Hof; S Shi; H H M Weerts; X Cheng; K R Ramaswamy; A G Dankers; H J DReef; S J M Fonken; T R V Steentjes; J B T Meijer SYSDYNET - A MATLAB app and toolbox for dynamic network identification Journal Article In: IFAC-PapersOnLine, vol. 56-2, pp. 574-579, 2024, (Proc. 20th IFAC Symp. System Identification, 17-18 July 2024, Boston, MA, USA). @article{VandenHof&etal_SYSID:24b,
title = {SYSDYNET - A MATLAB app and toolbox for dynamic network identification},
author = {P M J Van den Hof and S Shi and H H M Weerts and X Cheng and K R Ramaswamy and A G Dankers and H J DReef and S J M Fonken and T R V Steentjes and J B T Meijer},
url = {http://publications.pvandenhof.nl/Paperfiles/VandenHof&etal_SYSID2024.pdf},
doi = {https://doi.org/10.1016/j.ifacol.2024.08.591},
year = {2024},
date = {2024-01-01},
journal = {IFAC-PapersOnLine},
volume = {56-2},
pages = {574-579},
address = {Boston},
note = {Proc. 20th IFAC Symp. System Identification, 17-18 July 2024, Boston, MA, USA},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2023
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M Lazar T R V Steentjes; P M J Van den Hof On a canonical distributed controller in the behavioral framework Journal Article In: Systems & Control Letters, vol. 179, no. 105581, 2023. @article{Steentjes&etal_SCL:23,
title = {On a canonical distributed controller in the behavioral framework},
author = {M Lazar T R V Steentjes and P M J Van den Hof},
url = {http://arxiv.org/abs/2210.06268},
doi = {https://doi.org/10.1016/j.sysconle.2023.105581},
year = {2023},
date = {2023-09-01},
journal = {Systems & Control Letters},
volume = {179},
number = {105581},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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E E M Kivits; P M J Van den Hof Identification of diffusively coupled linear networks through structured polynomial models Journal Article In: IEEE Trans. Automatic Control, vol. 68, no. 6, pp. 3513-3528, 2023. @article{Kivits&VandenHof_TAC:23b,
title = {Identification of diffusively coupled linear networks through structured polynomial models},
author = {E E M Kivits and P M J Van den Hof},
url = {http://arxiv.org/abs/2106.01813},
doi = {10.1109/TAC.2022.3191406},
year = {2023},
date = {2023-06-01},
journal = {IEEE Trans. Automatic Control},
volume = {68},
number = {6},
pages = {3513-3528},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
S Shi; X Cheng; P M J Van den Hof Single module identifiability in linear dynamic networks with partial excitation and measurement Journal Article In: IEEE Trans. Automatic Control, vol. 68, no. 1, pp. 285-300, 2023. @article{Shi&etal_TAC:23,
title = {Single module identifiability in linear dynamic networks with partial excitation and measurement},
author = {S Shi and X Cheng and P M J Van den Hof},
url = {https://arxiv.org/pdf/2012.11414.pdf},
doi = {10.1109/TAC.2021.3137787},
year = {2023},
date = {2023-01-01},
journal = {IEEE Trans. Automatic Control},
volume = {68},
number = {1},
pages = {285-300},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
X Bombois; K Colin; P M J Van den Hof; H Hjalmarsson On the informativity of direct identification experiments in dynamical networks Journal Article In: Automatica, vol. 148, no. 110742, 2023. @article{Bombois&etal_Autom:23b,
title = {On the informativity of direct identification experiments in dynamical networks},
author = {X Bombois and K Colin and P M J Van den Hof and H Hjalmarsson},
url = {http://publications.pvandenhof.nl/Paperfiles/Bombois&etal_Automatica_2023_final.pdf},
doi = {https://doi.org/10.1016/j.automatica.2022.110742},
year = {2023},
date = {2023-01-01},
journal = {Automatica},
volume = {148},
number = {110742},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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X Cheng; S Shi; I Lestas; P M J Van den Hof A necessary condition for network identifiability with partial excitation and measurement Journal Article In: IEEE Trans. Automatic Control, vol. 68, no. 11, pp. 6820-6827, 2023. @article{Cheng&etal_TAC_TN:23,
title = {A necessary condition for network identifiability with partial excitation and measurement},
author = {X Cheng and S Shi and I Lestas and P M J Van den Hof},
url = {https://arxiv.org/pdf/2105.03187.pdf},
doi = {10.1109/TAC.2023.3239829},
year = {2023},
date = {2023-01-01},
journal = {IEEE Trans. Automatic Control},
volume = {68},
number = {11},
pages = {6820-6827},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Eindhoven University of Technology Control Systems Group SYSDYNET Toolbox for MATLAB, Version Beta 0.2.0 Journal Article In: 2023. @article{sysdynet_toolbox:23,
title = {SYSDYNET Toolbox for MATLAB, Version Beta 0.2.0},
author = {Eindhoven University of Technology Control Systems Group},
url = {https://www.sysdynet.net},
year = {2023},
date = {2023-01-01},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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P M J Van den Hof; K R Ramaswamy; S J M Fonken Integrating data-informativity conditions in predictor models for single module identification in dynamic networks Journal Article In: IFAC-PapersOnLine, vol. 56-2, pp. 2377-2382, 2023, (Proc. 22nd IFAC World Congress, 9-14 July, 2023, Yokohama, Japan). @article{VandenHof&etal_IFAC:23b,
title = {Integrating data-informativity conditions in predictor models for single module identification in dynamic networks},
author = {P M J Van den Hof and K R Ramaswamy and S J M Fonken},
url = {http://publications.pvandenhof.nl/Paperfiles/VandenHof&etal_IFAC2023.pdf},
year = {2023},
date = {2023-01-01},
journal = {IFAC-PapersOnLine},
volume = {56-2},
pages = {2377-2382},
note = {Proc. 22nd IFAC World Congress, 9-14 July, 2023, Yokohama, Japan},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
S Shi; X Cheng; B De Schutter; P M J Van den Hof Signal selection for local module identification in linear dynamic networks: A graphical approach Journal Article In: IFAC-PapersOnLine, vol. 56-2, pp. 2407-2412, 2023, (Proc. 22nd IFAC World Congress, 9-14 July, 2023, Yokohama, Japan). @article{Shi&etal_IFAC:23b,
title = {Signal selection for local module identification in linear dynamic networks: A graphical approach},
author = {S Shi and X Cheng and B De Schutter and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Shi&etal_IFAC2023.pdf},
year = {2023},
date = {2023-01-01},
journal = {IFAC-PapersOnLine},
volume = {56-2},
pages = {2407-2412},
note = {Proc. 22nd IFAC World Congress, 9-14 July, 2023, Yokohama, Japan},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
E M M Kivits; P M J Van den Hof Identifiability of diffusively coupled linear networks with partial instrumentation Journal Article In: IFAC-PapersOnLine, vol. 56-2, pp. 2395-2400, 2023, (Proc. 22nd IFAC World Congress, 9-14 July, 2023, Yokohama, Japan). @article{Kivits&VandenHof_IFAC:23b,
title = {Identifiability of diffusively coupled linear networks with partial instrumentation},
author = {E M M Kivits and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Kivits&VandenHof_IFAC2023.pdf},
year = {2023},
date = {2023-01-01},
journal = {IFAC-PapersOnLine},
volume = {56-2},
pages = {2395-2400},
note = {Proc. 22nd IFAC World Congress, 9-14 July, 2023, Yokohama, Japan},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2022
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J Schoukens P Z Csurcsia K R Ramaswamy; P M J Van den Hof A frequency domain approach for local module identification in dynamic networks Journal Article In: Automatica, vol. 142, no. 110370, 2022. @article{Ramaswamy&etal_Autom:22,
title = {A frequency domain approach for local module identification in dynamic networks},
author = {J Schoukens P Z Csurcsia K R Ramaswamy and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Ramaswamy&etal_Autom22_final.pdf},
doi = {https://doi.org/10.1016/j.automatica.2022.110370},
year = {2022},
date = {2022-08-01},
journal = {Automatica},
volume = {142},
number = {110370},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
K R Ramaswamy S J M Fonken; P M J Van den Hof A scalable multi-step least squares method for network identification with unknown disturbance topology Journal Article In: Automatica, vol. 141, no. 110295, 2022. @article{Fonken&etal_Autom:22,
title = {A scalable multi-step least squares method for network identification with unknown disturbance topology},
author = {K R Ramaswamy S J M Fonken and P M J Van den Hof},
url = {https://doi.org/10.1016/j.automatica.2022.110295},
year = {2022},
date = {2022-07-01},
journal = {Automatica},
volume = {141},
number = {110295},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
S Shi; X Cheng; P M J Van den Hof Generic identifiability of subnetworks in a linear dynamic network: the full measurement case Journal Article In: Automatica, vol. 137, no. 110093, 2022. @article{Shi&etal_Autom:22,
title = {Generic identifiability of subnetworks in a linear dynamic network: the full measurement case},
author = {S Shi and X Cheng and P M J Van den Hof},
url = {https://doi.org/10.1016/j.automatica.2021.110093},
year = {2022},
date = {2022-03-01},
journal = {Automatica},
volume = {137},
number = {110093},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
X Cheng; S Shi; P M J Van den Hof Allocation of excitation signals for generic identifiability of linear dynamic networks Journal Article In: IEEE Trans. Automatic Control, vol. 67, no. 2, pp. 592-705, 2022. @article{Cheng&etal_TAC:22,
title = {Allocation of excitation signals for generic identifiability of linear dynamic networks},
author = {X Cheng and S Shi and P M J Van den Hof},
url = {https://arxiv.org/abs/1910.04525
https://doi.org/10.1109/TAC.2021.3053540},
year = {2022},
date = {2022-02-01},
journal = {IEEE Trans. Automatic Control},
volume = {67},
number = {2},
pages = {592-705},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
T M V Steentjes; M Lazar; P M J Van den Hof On data-driven control: informativity of noisy input-output data with cross-covariance bounds Journal Article In: IEEE Control Systems Letters (L-CSS), vol. 6, pp. 2192-2197, 2022. @article{Steentjes&etal_LCSS:22,
title = {On data-driven control: informativity of noisy input-output data with cross-covariance bounds},
author = {T M V Steentjes and M Lazar and P M J Van den Hof},
url = {https://arxiv.org/abs/2111.14193},
doi = {10.1109/LCSYS.2021.3139526},
year = {2022},
date = {2022-01-12},
journal = {IEEE Control Systems Letters (L-CSS)},
volume = {6},
pages = {2192-2197},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
X. Cheng S Shi H J Dreef; P M J Van den Hof Excitation allocation for generic identifiability of linear dynamic networks with fixed modules Journal Article In: IEEE Control Systems Letters (L-CSS), vol. 6, pp. 2587-2592, 2022. @article{Dreef&etal_LCSS:22,
title = {Excitation allocation for generic identifiability of linear dynamic networks with fixed modules},
author = {X. Cheng S Shi H J Dreef and P M J Van den Hof},
url = {https://arxiv.org/abs/2201.09095},
doi = {10.1109/LCSYS.2022.3171172},
year = {2022},
date = {2022-01-01},
journal = {IEEE Control Systems Letters (L-CSS)},
volume = {6},
pages = {2587-2592},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2021
|
K R Ramaswamy; P M J Van den Hof A local direct method for module identification in dynamic networks with correlated noise Journal Article In: IEEE Trans. Automatic Control, vol. 66, no. 11, pp. 5237-5252, 2021. @article{Ramaswamy&etal_TAC:21,
title = {A local direct method for module identification in dynamic networks with correlated noise},
author = {K R Ramaswamy and P M J Van den Hof},
url = {https://arxiv.org/abs/1908.00976},
doi = {10.1109/TAC.2020.3035634},
year = {2021},
date = {2021-11-01},
journal = {IEEE Trans. Automatic Control},
volume = {66},
number = {11},
pages = {5237-5252},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
K R Ramaswamy; G Bottegal; P M J Van den Hof Learning linear models in a dynamic network using regularized kernel-based methods Journal Article In: Automatica, vol. 129, no. 109591, 2021. @article{Ramaswamy&etal_Autom:21b,
title = {Learning linear models in a dynamic network using regularized kernel-based methods},
author = {K R Ramaswamy and G Bottegal and P M J Van den Hof},
doi = {10.1016/j.automatica.2021.109591},
year = {2021},
date = {2021-07-01},
journal = {Automatica},
volume = {129},
number = {109591},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
T R V Steentjes; M Lazar; P M J Van den Hof Scalable distributed H2 controller synthesis for interconnected linear discrete-time systems Journal Article In: IFAC-PapersOnLine, vol. 54-9, pp. 66-71, 2021, (Proc. 24th Intern. Symposium MTNS, Cambridge, UK). @article{Steentjes&etal_MTNS:21,
title = {Scalable distributed H2 controller synthesis for interconnected linear discrete-time systems},
author = {T R V Steentjes and M Lazar and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Steentjes&etal_MTNS2021.pdf},
year = {2021},
date = {2021-01-01},
journal = {IFAC-PapersOnLine},
volume = {54-9},
pages = {66-71},
note = {Proc. 24th Intern. Symposium MTNS, Cambridge, UK},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
H J Dreef; M C F Donkers; P M J Van den Hof Identifiability of linear dynamic networks through switching modules Journal Article In: IFAC-PapersOnLine, vol. 54-7, pp. 37-42, 2021, (Proc. 19th IFAC Symposium on System Identification - Learning Models for Decision and Control). @article{Dreef&Donkers&VandenHof_ifac:21,
title = {Identifiability of linear dynamic networks through switching modules},
author = {H J Dreef and M C F Donkers and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Dreef&etal_IFAC2021.pdf},
year = {2021},
date = {2021-01-01},
journal = {IFAC-PapersOnLine},
volume = {54-7},
pages = {37-42},
note = {Proc. 19th IFAC Symposium on System Identification - Learning Models for Decision and Control},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
T R V Steentjes; P M J Van den Hof; M Lazar Handling unmeasured disturbances in data-driven distributed control with virtual reference feedback tuning Journal Article In: IFAC-PapersOnLine, vol. 54-7, pp. 204-209, 2021, (Proc. 19th IFAC Symposium on System Identification - Learning Models for Decision and Control). @article{Steentjes&VandenHof&Lazar_ifac:21,
title = {Handling unmeasured disturbances in data-driven distributed control with virtual reference feedback tuning},
author = {T R V Steentjes and P M J Van den Hof and M Lazar},
url = {http://publications.pvandenhof.nl/Paperfiles/Steentjes&etal_IFAC2021.pdf},
year = {2021},
date = {2021-01-01},
journal = {IFAC-PapersOnLine},
volume = {54-7},
pages = {204-209},
note = {Proc. 19th IFAC Symposium on System Identification - Learning Models for Decision and Control},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
P M J Van den Hof; K R Ramaswamy Learning local models in dynamic networks Journal Article In: Proc. Machine Learning Research, vol. 144, pp. 176-188, 2021. @article{VandenHof&Ramaswamy_L4DC:21,
title = {Learning local models in dynamic networks},
author = {P M J Van den Hof and K R Ramaswamy},
url = {http://publications.pvandenhof.nl/Paperfiles/VandenHof&Ramaswamy_L4DC21.pdf},
year = {2021},
date = {2021-01-01},
journal = {Proc. Machine Learning Research},
volume = {144},
pages = {176-188},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Masters Theses
|
2026
|
F. Karaba Model updating in interconnected modular physical systems Masters Thesis Eindhoven University of Technology, 2026, (MSc Graduation report). @mastersthesis{Karaba:26,
title = {Model updating in interconnected modular physical systems},
author = {F. Karaba},
year = {2026},
date = {2026-03-01},
school = {Eindhoven University of Technology},
note = {MSc Graduation report},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
|
2025
|
Q. He Identification of physical component values in mixed linear dynamic networks Masters Thesis Eindhoven University of Technology, 2025, (MSc Graduation report). @mastersthesis{He:25,
title = {Identification of physical component values in mixed linear dynamic networks},
author = {Q. He},
url = {http://publications.pvandenhof.nl/MScThesis/Qinyao_He_MSc_13-08-2025.pdf},
year = {2025},
date = {2025-08-01},
school = {Eindhoven University of Technology},
note = {MSc Graduation report},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
|
2024
|
E. Lakzaei Model validation for diagnostics in undirected linear dynamic networks Masters Thesis Eindhoven University of Technology, 2024, (MSc Graduation report). @mastersthesis{Lakzaei:24,
title = {Model validation for diagnostics in undirected linear dynamic networks},
author = {E. Lakzaei},
url = {http://publications.pvandenhof.nl/MScThesis/Ehsan_Lakzaei_MSc_12-12-2024.pdf},
year = {2024},
date = {2024-12-01},
school = {Eindhoven University of Technology},
note = {MSc Graduation report},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
|
K Rajagopalan Fault detection and diagnosis of wafer scanners using dynamic network identification Masters Thesis Eindhoven University of Technology, 2024, (MSc Graduation report). @mastersthesis{Rajagopalan:24,
title = {Fault detection and diagnosis of wafer scanners using dynamic network identification},
author = {K Rajagopalan},
year = {2024},
date = {2024-08-01},
school = {Eindhoven University of Technology},
note = {MSc Graduation report},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
|
D Liang Frequency domain identification in dynamic networks for in-circuit testing Masters Thesis Eindhoven University of Technology, 2024, (MSc Graduation report). @mastersthesis{Desen_Liang:24,
title = {Frequency domain identification in dynamic networks for in-circuit testing},
author = {D Liang},
url = {http://publications.pvandenhof.nl/MScThesis/Desen_Liang_MSc_7-2-2024.pdf},
year = {2024},
date = {2024-02-01},
school = {Eindhoven University of Technology},
note = {MSc Graduation report},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
|
2023
|
D Nikitas Digital Twin for Diagnostics of Wafer Scanners Masters Thesis Eindhoven University of Technology, 2023, (MSc Graduation report). @mastersthesis{Nikitas:23,
title = {Digital Twin for Diagnostics of Wafer Scanners},
author = {D Nikitas},
url = {http://publications.pvandenhof.nl/MScThesis/Dimitris_Nikitas_MSc_12-10-2023.pdf},
year = {2023},
date = {2023-10-01},
urldate = {2023-10-01},
school = {Eindhoven University of Technology},
note = {MSc Graduation report},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
|
Y Shi Fault detection and diagnosis using the dynamic network framework Masters Thesis Eindhoven University of Technology, 2023, (MSc Graduation report). @mastersthesis{Yibo_Shi:23,
title = {Fault detection and diagnosis using the dynamic network framework},
author = {Y Shi},
url = {http://publications.pvandenhof.nl/MScThesis/Yibo_Shi_MSc_25-10-2023.pdf},
year = {2023},
date = {2023-10-01},
school = {Eindhoven University of Technology},
note = {MSc Graduation report},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
|
2021
|
J B T Meijer Improvements for In-Circuit Testing using RLC Network Identification Masters Thesis Eindhoven University of Technology, 2021, (MSc Graduation report). @mastersthesis{Meijer:21,
title = {Improvements for In-Circuit Testing using RLC Network Identification},
author = {J B T Meijer},
url = {http://publications.pvandenhof.nl/MScThesis/Job_Meijer_MSc_8-12-2021.pdf},
year = {2021},
date = {2021-12-01},
school = {Eindhoven University of Technology},
note = {MSc Graduation report},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
|
Anupama Data-driven modelling and decentralized H_2 control of power networks Masters Thesis Eindhoven University of Technology, 2021, (MSc Graduation report). @mastersthesis{Anupama:21,
title = {Data-driven modelling and decentralized H_2 control of power networks},
author = {Anupama},
url = {http://publications.pvandenhof.nl/MScThesis/Anupama_MSc_2-1-2021.pdf},
year = {2021},
date = {2021-01-01},
school = {Eindhoven University of Technology},
note = {MSc Graduation report},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
|
Proceedings Articles
|
2025
|
D. Liang; E. M. M. Kivits; M. Schoukens; P. M. J. Van den Hof A frequency-domain approach for estimating continuous-time diffusively coupled linear networks Proceedings Article In: Proc. 2025 European Control Conference (ECC), pp. 2285-2290, Thessalonik, Greece, 2025. @inproceedings{Liang&etal_ECC:25,
title = {A frequency-domain approach for estimating continuous-time diffusively coupled linear networks},
author = {D. Liang and E. M. M. Kivits and M. Schoukens and P. M. J. Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Liang&etal_ECC2025.pdf},
year = {2025},
date = {2025-01-01},
urldate = {2025-01-01},
booktitle = {Proc. 2025 European Control Conference (ECC)},
pages = {2285-2290},
address = {Thessalonik, Greece},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2023
|
S J M Fonken; K R Ramaswamy; P M J Van den Hof Local identification in dynamic networks using a multi-step least squares method Proceedings Article In: Proc. 62th IEEE Conf. on Decision and Control (CDC), pp. 431-436, IEEE Singapore, 2023. @inproceedings{Fonken&etal_CDC:23,
title = {Local identification in dynamic networks using a multi-step least squares method},
author = {S J M Fonken and K R Ramaswamy and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Fonken&etal_CDC2023.pdf},
year = {2023},
date = {2023-01-01},
booktitle = {Proc. 62th IEEE Conf. on Decision and Control (CDC)},
pages = {431-436},
address = {Singapore},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2022
|
T R V Steentjes; M Lazar; P M J Van den Hof Informativity conditions for data-driven control based on input-state data and polyhedral cross-covariance noise bounds Proceedings Article In: Proc. 25th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2022), pp. 816-821, Bayreuth, Germany, 2022. @inproceedings{Steentjes&etal_MTNS:22,
title = {Informativity conditions for data-driven control based on input-state data and polyhedral cross-covariance noise bounds},
author = {T R V Steentjes and M Lazar and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Steentjes&etal_MTNS2022.pdf},
year = {2022},
date = {2022-01-01},
booktitle = {Proc. 25th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2022)},
pages = {816-821},
address = {Bayreuth, Germany},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
E M M Kivits; P M J Van den Hof Local identification in diffusively coupled linear networks Proceedings Article In: Proc. 61th IEEE Conf. on Decision and Control (CDC), pp. 874-879, IEEE Cancun, Mexico, 2022. @inproceedings{Kivits&VandenHof_CDC:22,
title = {Local identification in diffusively coupled linear networks},
author = {E M M Kivits and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Kivits&VandenHof_CDC2022.pdf},
year = {2022},
date = {2022-01-01},
booktitle = {Proc. 61th IEEE Conf. on Decision and Control (CDC)},
pages = {874-879},
address = {Cancun, Mexico},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2021
|
T R V Steentjes; M Lazar; P M J Van den Hof H_infinity performance analysis an distributed controller synthesis for
interconnected linear systems from noisy input-state data Proceedings Article In: Proc. 60th IEEE Conf. on Decision and Control (CDC), pp. 3723-3728, IEEE Austin, Texas, 2021. @inproceedings{Steentjes&etal_CDC:21,
title = {H_infinity performance analysis an distributed controller synthesis for
interconnected linear systems from noisy input-state data},
author = {T R V Steentjes and M Lazar and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Steentjes&etal_CDC2021.pdf},
year = {2021},
date = {2021-01-01},
booktitle = {Proc. 60th IEEE Conf. on Decision and Control (CDC)},
pages = {3723-3728},
address = {Austin, Texas},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
V C Rajagopal; K R Ramaswamy; P M J Van den Hof Learning local modules in dynamic networks without prior topology
information Proceedings Article In: Proc. 60th IEEE Conf. on Decision and Control (CDC), pp. 840-845, IEEE Austin, Texas, 2021. @inproceedings{Rajagopal&etal_CDC:21,
title = {Learning local modules in dynamic networks without prior topology
information},
author = {V C Rajagopal and K R Ramaswamy and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Rajagopal&etal_CDC2021.pdf},
year = {2021},
date = {2021-01-01},
booktitle = {Proc. 60th IEEE Conf. on Decision and Control (CDC)},
pages = {840-845},
address = {Austin, Texas},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
S Shi; X Cheng; P M J Van den Hof Exploiting unmeasured disturbance signals in identifiability of linear dynamic networks with partial measurement and partial excitation Proceedings Article In: Prepr. 19th IFAC Symposium on System Identification - Learning Models for Decision and Control, pp. 264-267, Padova, Italy, 2021, (Extended abstract). @inproceedings{Shi&Cheng&VandenHof_ifac:21,
title = {Exploiting unmeasured disturbance signals in identifiability of linear dynamic networks with partial measurement and partial excitation},
author = {S Shi and X Cheng and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Shi&etal_SYSID2021.pdf},
year = {2021},
date = {2021-01-01},
booktitle = {Prepr. 19th IFAC Symposium on System Identification - Learning Models for Decision and Control},
pages = {264-267},
address = {Padova, Italy},
note = {Extended abstract},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
T R V Steentjes; M Lazar; P M J Van den Hof Data-driven distributed controller synthesis in the presence of noise: an optimal controller identification approach Proceedings Article In: Proc. 2021 European Control Conference, pp. 2358-2363, IEEE Rotterdam, The Netherlands, 2021. @inproceedings{Steentjes&etal_ECC:21,
title = {Data-driven distributed controller synthesis in the presence of noise: an optimal controller identification approach},
author = {T R V Steentjes and M Lazar and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Steentjes&etal_ECC2021.pdf},
doi = {10.23919/ECC54610.2021.9655114},
year = {2021},
date = {2021-01-01},
booktitle = {Proc. 2021 European Control Conference},
pages = {2358-2363},
address = {Rotterdam, The Netherlands},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
PhD Theses
|
2024
|
E M M Kivits Modelling and identification of physical linear networks PhD Thesis Eindhoven University of Technology, 2024. @phdthesis{Kivits_diss:24,
title = {Modelling and identification of physical linear networks},
author = {E M M Kivits},
url = {http://publications.pvandenhof.nl/Theses/Kivits_PhDThesis_2024.pdf},
year = {2024},
date = {2024-01-01},
school = {Eindhoven University of Technology},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
|
2022
|
K R Ramaswamy A guide to learning modules in a dynamic network PhD Thesis Eindhoven University of Technology, 2022. @phdthesis{Ramaswamy_diss,
title = {A guide to learning modules in a dynamic network},
author = {K R Ramaswamy},
url = {http://publications.pvandenhof.nl/Theses/Ramaswamy_PhDThesis_2022.pdf},
year = {2022},
date = {2022-01-01},
school = {Eindhoven University of Technology},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
|
T R V Steentjes Data-driven methods for distributed control of interconnected linear systems PhD Thesis Eindhoven University of Technology, 2022. @phdthesis{Steentjes_diss:22,
title = {Data-driven methods for distributed control of interconnected linear systems},
author = {T R V Steentjes},
url = {http://publications.pvandenhof.nl/Theses/Steentjes_PhDThesis_2022.pdf},
year = {2022},
date = {2022-01-01},
school = {Eindhoven University of Technology},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
|
Technical Reports
|
2024
|
P M J Van den Hof; S Shi; S J M Fonken; K R Ramaswamy; H Hjalmarsson; A G Dankers Data-informativity conditions for structured linear systems with implications for dynamic networks Technical Report 2024, (ArXiv:2409.03883 [eess.sY]). @techreport{VandenHof&etal_ArXiv:24,
title = {Data-informativity conditions for structured linear systems with implications for dynamic networks},
author = {P M J Van den Hof and S Shi and S J M Fonken and K R Ramaswamy and H Hjalmarsson and A G Dankers},
url = {http://arxiv.org/abs/2409.03883},
year = {2024},
date = {2024-01-01},
note = {ArXiv:2409.03883 [eess.sY]},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
D. Liang; E. M. M. Kivits; M. Schoukens; P. M. J. Van den Hof A frequency-domain approach for estimating continuous-time diffusively coupled linear networks Technical Report 2024, (ArXiv:2410.18773 [eess.sY]). @techreport{Liang&etal_ArXiv:24,
title = {A frequency-domain approach for estimating continuous-time diffusively coupled linear networks},
author = {D. Liang and E. M. M. Kivits and M. Schoukens and P. M. J. Van den Hof},
url = {http://arxiv.org/abs/2410.18773},
year = {2024},
date = {2024-01-01},
note = {ArXiv:2410.18773 [eess.sY]},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
2022
|
K R Ramaswamy; G Bottegal; P M J Van den Hof Learning linear modules in a dynamic network with missing node observations Technical Report 2022, (Automatica, under review. ArXiv:2208.10995 [cs.sY]). @techreport{Ramaswamy&Bottegal&VandenHof:22,
title = {Learning linear modules in a dynamic network with missing node observations},
author = {K R Ramaswamy and G Bottegal and P M J Van den Hof},
url = {http://arxiv.org/abs/2208.10995},
year = {2022},
date = {2022-01-01},
note = {Automatica, under review. ArXiv:2208.10995 [cs.sY]},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
Conferences
|
2021
|
X Cheng; S Shi; P M J Van den Hof Identifiability in dynamic acyclic networks with partial excitation and measurement Conference Prepr. 2021 European Control Conference, IEEE Rotterdam, The Netherlands, 2021, (Extended abstract). @conference{Cheng&etal_ECC:21,
title = {Identifiability in dynamic acyclic networks with partial excitation and measurement},
author = {X Cheng and S Shi and P M J Van den Hof},
url = {http://publications.pvandenhof.nl/Paperfiles/Cheng&etal_ECC2021.pdf},
year = {2021},
date = {2021-01-01},
booktitle = {Prepr. 2021 European Control Conference},
pages = {2370-2373},
address = {Rotterdam, The Netherlands},
organization = {IEEE},
note = {Extended abstract},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
