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109 entries « 1 of 6 »
1.

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, 2025, (to appear).

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2.

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.

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3.

K Rajagopalan

Fault detection and diagnosis of wafer scanners using dynamic network identification Masters Thesis

Eindhoven University of Technology, 2024, (MSc Graduation report).

4.

D Liang

Frequency domain identification in dynamic networks for in-circuit testing Masters Thesis

Eindhoven University of Technology, 2024, (MSc Graduation report).

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5.

E M M Kivits

Modelling and identification of physical linear networks PhD Thesis

Eindhoven University of Technology, 2024.

| Links:

6.

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]).

| Links:

7.

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).

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8.

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).

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9.

D Nikitas

Digital Twin for Diagnostics of Wafer Scanners Masters Thesis

Eindhoven University of Technology, 2023, (MSc Graduation report).

10.

Y Shi

Fault detection and diagnosis using the dynamic network framework Masters Thesis

Eindhoven University of Technology, 2023, (MSc Graduation report).

| Links:

11.

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.

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12.

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.

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13.

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.

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14.

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.

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15.

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.

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16.

Eindhoven University of Technology Control Systems Group

SYSDYNET Toolbox for MATLAB, Version Beta 0.2.0 Journal Article

In: 2023.

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17.

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.

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18.

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).

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19.

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).

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20.

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).

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109 entries « 1 of 6 »
109 entries « 1 of 3 »

Journal Articles

2025

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, 2025, (to appear).

Links | BibTeX

2024

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.

Links | BibTeX

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).

Links | BibTeX

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).

Links | BibTeX

2023

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.

Links | BibTeX

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.

Links | BibTeX

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.

Links | BibTeX

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.

Links | BibTeX

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.

Links | BibTeX

Eindhoven University of Technology Control Systems Group

SYSDYNET Toolbox for MATLAB, Version Beta 0.2.0 Journal Article

In: 2023.

Links | BibTeX

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).

Links | BibTeX

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).

Links | BibTeX

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).

Links | BibTeX

2022

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.

Links | BibTeX

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.

Links | BibTeX

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.

Links | BibTeX

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.

Links | BibTeX

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.

Links | BibTeX

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.

Links | BibTeX

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.

Links | BibTeX

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.

Links | BibTeX

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).

Links | BibTeX

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).

Links | BibTeX

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).

Links | BibTeX

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.

Links | BibTeX

2020

R J C Esch; S Shi; A Bernas; Zinger Z.; A P Aldenkamp; P M J Van den Hof

A Bayesian method for inference of effective connectivity in brain networks for detecting the Mozart effect Journal Article

In: Computers in Biology and Medicine, 2020.

Links | BibTeX

H H M Weerts; J Linder; M Enqvist; P M J Van den Hof

Abstractions of linear dynamic networks for input selection in local module identification Journal Article

In: Automatica, vol. 117, no. 108975, 2020.

Links | BibTeX

S Shi; X Cheng; P M J Van den Hof

Excitation allocation for generic identifiability of a single module in dynamic networks: A graphic approach Journal Article

In: IFAC-PapersOnLine, vol. 53-2, pp. 40-45, 2020, (Proc. 21st IFAC World Congress, Berlin, Germany).

Links | BibTeX

S Fonken; M Ferizbegovic; H Hjalmarsson

Consistent identification of dynamic networks subject to white noise using weighted null-space fitting Journal Article

In: IFAC-PapersOnLine, vol. 53-2, pp. 46-51, 2020, (Proc. 21st IFAC World Congress, Berlin, Germany).

Links | BibTeX

Masters Theses

2024

K Rajagopalan

Fault detection and diagnosis of wafer scanners using dynamic network identification Masters Thesis

Eindhoven University of Technology, 2024, (MSc Graduation report).

BibTeX

D Liang

Frequency domain identification in dynamic networks for in-circuit testing Masters Thesis

Eindhoven University of Technology, 2024, (MSc Graduation report).

Links | BibTeX

2023

D Nikitas

Digital Twin for Diagnostics of Wafer Scanners Masters Thesis

Eindhoven University of Technology, 2023, (MSc Graduation report).

BibTeX

Y Shi

Fault detection and diagnosis using the dynamic network framework Masters Thesis

Eindhoven University of Technology, 2023, (MSc Graduation report).

Links | BibTeX

2021

J B T Meijer

Improvements for In-Circuit Testing using RLC Network Identification Masters Thesis

Eindhoven University of Technology, 2021, (MSc Graduation report).

Links | BibTeX

Anupama

Data-driven modelling and decentralized H_2 control of power networks Masters Thesis

Eindhoven University of Technology, 2021, (MSc Graduation report).

Links | BibTeX

PhD Theses

2024

E M M Kivits

Modelling and identification of physical linear networks PhD Thesis

Eindhoven University of Technology, 2024.

Links | BibTeX

2022

K R Ramaswamy

A guide to learning modules in a dynamic network PhD Thesis

Eindhoven University of Technology, 2022.

Links | BibTeX

T R V Steentjes

Data-driven methods for distributed control of interconnected linear systems PhD Thesis

Eindhoven University of Technology, 2022.

Links | BibTeX

2021

S Shi

Topological aspects of linear dynamic networks: identifiability and identification PhD Thesis

Eindhoven University of Technology, 2021.

Links | BibTeX

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]).

Links | BibTeX

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]).

Links | BibTeX

Proceedings Articles

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.

Links | BibTeX

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.

Links | BibTeX

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.

Links | BibTeX

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.

Links | BibTeX

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.

Links | BibTeX

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).

Links | BibTeX

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.

Links | BibTeX

2020

P M J Van den Hof; K R Ramaswamy

Single module identification in dynamic networks - the current status Proceedings Article

In: Prepr. 21st IFAC World Congress, pp. 52-55, Berlin, Germany, 2020, (Extended abstract).

Links | BibTeX

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).

Links | BibTeX

109 entries « 1 of 3 »