The 19th IFAC Symposium on System Identification
July 13-16, 2021. (Virtual) Padova, Italy
  
19th IFAC Symposium on System Identification
July 13-16, 2021 (all times: UTC+2.00), (Virtual) Padova, Italy

Program at a Glance    Tuesday    Wednesday    Thursday    Friday    Author Index    Keyword Index  

Last updated on June 13, 2021. This conference program is tentative and subject to change

Technical Program for Tuesday July 13, 2021

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TuPlPl Plenary room
Plenary Session 1 Plenary Session
Chair: Smith, Roy S.Swiss Federal Institute of Technology (ETH)
Co-Chair: Chiuso, AlessandroUniversity of Padova
 
14:00-15:15, Paper TuPlPl.1 
Formulating Flexible Probabilistic Models

Schön, Thomas BoUppsala University
 
TuMi01 Session room 1
Identification for Control Regular Session
Chair: Eschmann, HannesUniversity of Stuttgart
Co-Chair: Tacx, PaulEindhoven University of Technology
 
15:30-15:50, Paper TuMi01.1 
Model Order Selection in Robust-Control-Relevant System Identification

Tacx, PaulEindhoven University of Technology
de Rozario, RobinEindhoven University of Technology
Oomen, TomEindhoven University of Technology
 
15:50-16:10, Paper TuMi01.2 
Learning Models of Model Predictive Controllers Using Gradient Data

Winqvist, RebeckaKTH Royal Institute of Technology
Venkitaraman, ArunKTH Royal Institute of Technology
Wahlberg, BoKTH Royal Institute of Technology
 
16:10-16:30, Paper TuMi01.3 
Data-Based Model of an Omnidirectional Mobile Robot Using Gaussian Processes

Eschmann, HannesUniversity of Stuttgart
Ebel, HenrikUniversity of Stuttgart
Eberhard, PeterUniversity of Stuttgart
 
16:30-16:50, Paper TuMi01.4 
Cooperative System Identification Via Correctional Learning

Lourenco, InesKTH Royal Institute of Technology
Mattila, RobertKTH Royal Institute of Technology
Rojas, Cristian R.KTH Royal Institute of Technology
Wahlberg, BoKTH Royal Institute of Technology
 
16:50-17:10, Paper TuMi01.5 
Identification of Output-Error Models and an Iterative Optimization Algorithm to Size Fast Ancillary Services for Grid Frequency Control

Rapizza, Marco RaffaeleRicerca Sul Sistema Energetico - RSE S.p.A
Canevese, SilviaRSE S.p.A
 
17:10-17:30, Paper TuMi01.6 
On the Identification of Social Cognitive Theory Models and Closed-Loop Intervention Simulations Using Hybrid Model Predictive Control

Freigoun, Mohammad T.Arizona State University
Tsakalis, KostasArizona State University
Raupp, GregoryArizona State University
 
TuMi02 Session room 2
Dynamic Networks Regular Session
Co-Chair: Bazanella, Alexandre S.Univ. Federal Do Rio Grande Do Sul
 
15:30-15:50, Paper TuMi02.1 
Exploiting Unmeasured Disturbance Signals in Identifiability of Linear Dynamic Networks with Partial Measurement and Partial Excitation

Shi, ShenglingEindhoven University of Technology
Cheng, XiaodongEindhoven University of Technology
Van den Hof, Paul M.J.Eindhoven University of Technology
 
15:50-16:10, Paper TuMi02.2 
Identifiability of Linear Dynamic Networks through Switching Modules

Dreef, H.J. (Mannes)Eindhoven University of Technology
Donkers, M.C.F. (Tijs)Eindhoven University of Technology
Van den Hof, Paul M.J.Eindhoven University of Technology
 
16:10-16:30, Paper TuMi02.3 
Optimal Allocation of Excitation and Measurement for Identification of Dynamic Networks

Mapurunga, EduardoUniversidade Federal Do Rio Grande Do Sul
Bazanella, Alexandre S.Univ. Federal Do Rio Grande Do Sul
 
16:30-16:50, Paper TuMi02.4 
An Efficient Network Reconstruction Method and Applications

Dimovska, MihaelaUniversity of Minnesota
Materassi, DonatelloUniversity of Minnesota
 
16:50-17:10, Paper TuMi02.5 
Identifiability of Dynamic Networks from Structure

Mapurunga, EduardoUniversidade Federal Do Rio Grande Do Sul
Bazanella, Alexandre S.Univ. Federal Do Rio Grande Do Sul
 
TuMi03 Session room 3
Fault Detection 1 Regular Session
Chair: McKelvey, TomasChalmers University of Technology
 
15:30-15:50, Paper TuMi03.1 
Modulation-Function-Based Finite-Horizon Sensor Fault Detection for Salient-Pole PMSM Using Parity-Space Residuals

Jahn, BenjaminTU Ilmenau
Shardt, Yuri A.W.Technical University of Ilmenau
 
15:50-16:10, Paper TuMi03.2 
Elastic Shape Analysis for Anomaly Detection in Fabric Images

Ferro, Fabiana FedericaUniversity of Padova
Rampazzo, MircoUniversita Degli Studi Di Padova
Beghi, AlessandroUniversità Di Padova
 
16:10-16:30, Paper TuMi03.3 
Hankel Matrix-Based Mahalanobis Distance for Fault Detection Robust towards Changes in Process Noise Covariance

Gres, SzymonINRIA
Döhler, MichaelInria
Mevel, LaurentINRIA
 
16:30-16:50, Paper TuMi03.4 
A Multivariate Local Rational Modeling Approach for Detection of StructuralChanges in Test Vehicles

McKelvey, TomasChalmers University of Technology
McKelvey, DanielVolvo Cars
Nordberg, PatrikVolvo Cars
 
16:50-17:10, Paper TuMi03.5 
Anomaly Detection Via Distributed Sensing: A VAR Modeling Approach

Abbracciavento, FrancescoPolitecnico Di Milano
Formentin, SimonePolitecnico Di Milano
Balocco, JacopoTenaris Dalmine
Rota, AndreaTenaris Dalmine
Manzoni, VincenzoTenarisDalmine
Savaresi, SergioPolitecnico Di Milano
 
17:10-17:30, Paper TuMi03.6 
Adaptive Dynamic Predictive Monitoring Scheme Based on DLV Models

Dong, YiningCity University of Hong Kong
Qin, SizhaoCity University of Hong Kong
 
TuMi04 Session room 4
Parameter Estimation 1 Regular Session
Co-Chair: Ribeiro, Antonio H.Universidade Federal De Minas Gerais
 
15:30-15:50, Paper TuMi04.1 
Beyond Occam's Razor in System Identification: Double-Descent When Modeling Dynamics

Ribeiro, Antonio H.Universidade Federal De Minas Gerais
Hendriks, JohannesUniversity of Newcastle
Wills, AdrianUniversity of Newcastle
Schön, Thomas BoUppsala University
 
15:50-16:10, Paper TuMi04.2 
Common Dynamic Estimation Via Structured Low-Rank Approximation with Multiple Rank Constraints

Fazzi, AntonioVrije Universiteit Brussel
Guglielmi, NicolaUniv of L'Aquila
Markovsky, IvanVrije Universiteit Brussel
Usevich, KonstantinUniversité De Lorraine and CNRS
 
16:10-16:30, Paper TuMi04.3 
Bayesian Frequency Estimation on Narrow Bands

Picci, GiorgioUniversity of Padova
Zhu, BinSun Yat-Sen University
 
16:30-16:50, Paper TuMi04.4 
Recursive System Identification for Continuous-Time Fractional Order Systems

Duhé, Jean-FrançoisUniversité De Bordeaux, IMS, CNRS UMR 5218
Victor, StephaneUniversité De Bordeaux, IMS
Melchior, PierreUniversité De Bordeaux - Bordeaux INP/ENSEIRB-MATMECA
Youssef, AbdelmoumenIHU Liryc, Electrophysiology and Heart Modeling Institute, INSER
Roubertie, FrançoisIHU Liryc, Electrophysiology and Heart Modeling Institute, INSER
 
16:50-17:10, Paper TuMi04.5 
Adaptive Observer for Systems with Distributed Output Delay

Lailler, ManonLaboratoire d'Automatique De Caen
Giri, FouadUniversity of Caen Normandie
Ahmed-Ali, TarekUniversité De Caen Normandie
 
17:10-17:30, Paper TuMi04.6 
Convergence Analysis of Weighted SPSA-Based Consensus Algorithm in Distributed Parameter Estimation Problem

Sergeenko, AnnaIPME RAS
Erofeeva, VictoriaSaint Petersburg State University
Granichin, OlegSaint Petersburg State University
Granichina, OlgaSt. Petersburg State University
Proskurnikov, Anton V.Politecnico Di Torino
 
TuMi05 Session room 5
Biological, Biomedical, and Biochemical Systems Regular Session
Chair: Cinquemani, EugenioINRIA Grenoble - Rhône-Alpes
Co-Chair: Stigter, Johannes DanielWageningen University
 
15:30-15:50, Paper TuMi05.1 
Identification of a Cell Population Model for Algae Growth Processes

Atzori, FedericoUniversità Degli Studi Di Cagliari
Jerono, PascalChair of Automatic Control, Kiel University
Schaum, AlexanderKiel University
Baratti, RobertoUniversita' Degli Studi Di Cagliari
Tronci, StefaniaUniversità Degli Studi Di Cagliari
Meurer, ThomasChristian-Albrechts-University Kiel
 
15:50-16:10, Paper TuMi05.2 
Computing Measures of Identifiability, Observability, and Controllability for a Dynamic System Model with the StrucID App

Stigter, Johannes DanielWageningen University
Joubert, DominiqueWageningen University & Research
 
16:10-16:30, Paper TuMi05.3 
Parameter Identification of a Yeast Batch Cell Population Balance Model

Jerono, PascalChair of Automatic Control, Kiel University
Schaum, AlexanderKiel University
Meurer, ThomasChristian-Albrechts-University Kiel
 
16:30-16:50, Paper TuMi05.4 
Identification of Stochastic Gene Expression Models Over Lineage Trees

Marguet, AlineInria Grenoble - Rhône-Alpes
Cinquemani, EugenioINRIA Grenoble - Rhône-Alpes
 
16:50-17:10, Paper TuMi05.5 
Correcting Esophageal Pressure Measurements for Patients Undergoing Mechanical Ventilation

Xia, Yu HaoInstituto Tecnológico De Aeronáutica
Victor, MarcusInstituto Tecnologico De Aeronautica
 
TuMi06 Session room 6
Physics-Informed Learning for Dynamic Systems Invited Session
Chair: Schoukens, MaartenEindhoven University of Technology
Co-Chair: Cross, ElizabethThe University of Sheffield
 
15:30-15:50, Paper TuMi06.1 
Data-Driven System Identification of Thermal Systems Using Machine Learning (I)

Nechita, Stefan-CristianEindhoven University of Technology
Tóth, RolandEindhoven University of Technology
Berkel, KoosASML
 
15:50-16:10, Paper TuMi06.2 
Physics-Derived Covariance Functions for Machine Learning in Structural Dynamics (I)

Cross, ElizabethThe University of Sheffield
Rogers, Timothy J.The University of Sheffield
 
16:10-16:30, Paper TuMi06.3 
Nonlinear Finite Impulse Response Estimation Using Regularized Neural Networks (I)

Ramírez-Chavarría, Roberto GiovanniUniversidad Nacional Autónoma De México
Schoukens, MaartenEindhoven University of Technology
 
16:30-16:50, Paper TuMi06.4 
Statistical Finite Elements for Physics-Informed Digital Twins (I)

Girolami, MarkUniversity of Cambridge
Febrianto, Eky ValentianThe Alan Turing Institute, University of Cambridge
Cirak, FehmiUniversity of Cambridge
 
16:50-17:10, Paper TuMi06.5 
Semi-Parametric Regression Based on Machine Learning Methods for UAS Stall Identification

Guibert, VincentENAC (French Civil Aviation School)
Brunot, MathieuONERA
Bronz, MuratENAC
Condomines, Jean PhilippeENAC (French Civil Aviation School)
 
17:10-17:30, Paper TuMi06.6 
A Novel Deep Neural Network Architecture for Non-Linear System Identification

Zancato, LucaUniversity of Padova
Chiuso, AlessandroUniversity of Padova

 
 

 
 

 
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