Wolfgang Birk

Publication Activity (10 Years)

Years Active: 2000-2022
Publications (10 Years): 26

Top Topics

Gaussian Process

Probabilistic Modeling

Adaptive Control

Maximum Likelihood

Top Venues

Publications

Johan Simonsson, Khalid Tourkey Atta, Wolfgang Birk
Reduced-Order Modeling of Thermal Dynamics in District Energy Networks using Spectral Clustering. CoRR (2022)
Johan Simonsson, Khalid Tourkey Atta, Wolfgang Birk
Reduced-Order Modeling of Thermal Dynamics in District Energy Networks using Spectral Clustering. CCTA (2022)
Amirreza Zaman, Behrouz Safarinejadian, Wolfgang Birk
Security analysis and fault detection against stealthy replay attacks. Int. J. Control 95 (6) (2022)
Amirreza Zaman, Wolfgang Birk, Khalid Tourkey Atta
Observer-Based Consensus of Nonlinear Positive Multi-Agent Systems with Saturated Control Input. CoRR (2022)
Kammal Al-Kahwati, Esi Saari, Wolfgang Birk, Khalid Tourkey Atta
. SysTol (2021)
Amirreza Zaman, Wolfgang Birk, Khalid Tourkey Atta, Martin Mörtsell
Adaptive Decoupling of Multivariable Systems Using Extremum-Seeking Approach. ETFA (2021)
Johan Simonsson, Khalid Tourkey Atta, Dave Zachariah, Wolfgang Birk
A latent variable approach to heat load prediction in thermal grids. CoRR (2020)
Johan Simonsson, Khalid Tourkey Atta, Wolfgang Birk
Probabilistic Modeling of Thermal Grids using Gaussian Processes. CDC (2020)
Gerald Schweiger, Henrik Nilsson, Josef-Peter Schoeggl, Wolfgang Birk, Alfred Posch
Modeling and simulation of large-scale systems: A systematic comparison of modeling paradigms. Appl. Math. Comput. 365 (2020)
Johan Simonsson, Khalid Tourkey Atta, Dave Zachariah, Wolfgang Birk
A latent variable approach to heat load prediction in thermal grids. ECC (2020)
Gerald Schweiger, Henrik Nilsson, Josef-Peter Schoeggl, Wolfgang Birk, Alfred Posch
Modeling and simulation of large-scale Systems: a systematic comparison of modeling paradigms. CoRR (2019)
Wolfgang Birk, Khalid Tourkey Atta, Fredrik Udén
Improving District Heating System Operation through Control Configuration Selection and Adaptive Control. ECC (2019)
Miguel Castano Arranz, Wolfgang Birk
Online automatic and robust control configuration selection. MED (2017)
Miguel Castano Arranz, Wolfgang Birk, Ali M. H. Kadhim
On guided and automatic control configuration selection. ETFA (2017)
Denis Kleyko, Roland Hostettler, Nikita Lyamin, Wolfgang Birk, Urban Wiklund, Evgeny Osipov
Vehicle classification using road side sensors and feature-free data smashing approach. ITSC (2016)
Wolfgang Birk, Natalia Dudarenko
Reconfiguration of the Air Control System of a Bark Boiler. IEEE Trans. Control. Syst. Technol. 24 (2) (2016)
Roland Hostettler, Wolfgang Birk, Magnus Lundberg Nordenvaad
Maximum Likelihood Estimation of the Non-Parametric FRF for Pulse-Like Excitations. IEEE Trans. Autom. Control. 61 (8) (2016)
Khalid Tourkey Atta, Roland Hostettler, Wolfgang Birk, Andreas Johansson
Phasor extremum seeking control with adaptive perturbation amplitude. CDC (2016)
Martin Törngren, Martin Edin Grimheden, Jonas Gustafsson, Wolfgang Birk
Strategies and considerations in shaping cyber-physical systems education. SIGBED Rev. 14 (1) (2016)
Daniela Cancila, Valeria Nuzzo, Milena Stoycheva, Wolfgang Birk, Fredrik Asplund, Martin Törngren
Experiences and reflections on three years of CPS summer schools within EIT digital. WESE (2016)
Wolfgang Birk, Khalid Tourkey Atta
Towards autonomous synthesis of building substation control loops. SmartGridComm (2016)
Ali M. H. Kadhim, Miguel Castano Arranz, Wolfgang Birk, Thomas Gustafsson
Relative gain array of weakly nonlinear systems using a nonparametric identification approach. CCA (2015)
Miguel Castano Arranz, Wolfgang Birk
Estimation of gramian-based interaction measures for weakly nonlinear systems. ECC (2015)
Miguel Castano Arranz, Wolfgang Birk, Petter Asplund
Control configuration selection for integrating processes using graphs. CCA (2015)
Denis Kleyko, Roland Hostettler, Wolfgang Birk, Evgeny Osipov
Comparison of Machine Learning Techniques for Vehicle Classification Using Road Side Sensors. ITSC (2015)
Ali M. H. Kadhim, Wolfgang Birk, Thomas Gustafsson
Relative gain array variation for norm bounded uncertain systems. CDC (2015)
Patrick Hohn, Wolfgang Birk
Energy optimization of a high consistency refiner process. CCA (2014)
Roland Hostettler, Magnus Lundberg Nordenvaad, Wolfgang Birk
The Pavement as a Waveguide: Modeling, System Identification, and Parameter Estimation. IEEE Trans. Instrum. Meas. 63 (8) (2014)
Siddharth Dadhich, Wolfgang Birk
Analysis and control of an extended Quadruple tank process. ECC (2014)
Niklas Wahlstrom, Roland Hostettler, Fredrik Gustafsson, Wolfgang Birk
Classification of Driving Direction in Traffic Surveillance Using Magnetometers. IEEE Trans. Intell. Transp. Syst. 15 (4) (2014)
Ali M. H. Kadhim, Wolfgang Birk, Thomas Gustafsson
Relative gain array estimation based on non-parametric frequency domain system identification. CCA (2014)
Ali M. H. Kadhim, Wolfgang Birk, Thomas Gustafsson
Evaluation of Vehicle Tracking for Traffic Monitoring Based on Road Surface Mounted Magnetic Sensors. TA (2013)
Patrick Hohn, Wolfgang Birk
Sensitivity analysis of models for high consistency refining process. CCA (2013)
Wolfgang Birk, Natalia Dudarenko
Evaluation of two methods for reconfiguration of multivariable controllers in process control systems. CCA (2012)
Niklas Wahlstrom, Roland Hostettler, Fredrik Gustafsson, Wolfgang Birk
Rapid classification of vehicle heading direction with two-axis magnetometer. ICASSP (2012)
Roland Hostettler, Wolfgang Birk, Magnus Lundberg Nordenvaad
Extended Kalman filter for vehicle tracking using road surface vibration measurements. CDC (2012)
Miguel Castano Arranz, Wolfgang Birk
Bounds on a gramian-based Interaction Measure for robust control structure selection. ICCA (2011)
Miguel Castano Arranz, Wolfgang Birk, Björn Halvarsson
Empirical approach to robust gramian-based analysis of process interactions in control structure selection. CDC/ECC (2011)
Wolfgang Birk, Jens Eliasson, Per Lindgren, Evgeny Osipov, Laurynas Riliskis
Road Surface Networks technology enablers for enhanced ITS. VNC (2010)
Jens Eliasson, Wolfgang Birk
Towards road surface monitoring: Experiments and technical challenges. CCA/ISIC (2009)
Miguel Castano Arranz, Wolfgang Birk
New methods for structural and functional analysis of complex processes. CCA/ISIC (2009)
Miguel Castano Arranz, Wolfgang Birk
A new approach to the dynamic RGA analysis of uncertain systems. CACSD (2008)
Wolfgang Birk
Towards incremental control structure optimisation for process control. CDC (2007)
Wolfgang Birk, Alexander Medvedev
A note on gramian-based interaction measures. ECC (2003)
Wolfgang Birk, Alexander Medvedev
Pressure and flow control of a pulverized coal injection vessel. IEEE Trans. Control. Syst. Technol. 8 (6) (2000)