23 Publications

Mark all

[23]
2023 | Conference Paper | LibreCat-ID: 34171
Estimating States and Model Uncertainties Jointly by a Sparsity Promoting UKF
R.-S. Götte, J. Timmermann, in: 12th IFAC Symposium on Nonlinear Control Systems (NOLCOS 2022), 2023, pp. 85–90.
LibreCat | DOI
 
[22]
2023 | Conference Paper | LibreCat-ID: 42238 | OA
Autonomous Golf Putting with Data-Driven and Physics-Based Methods
A. Junker, N. Fittkau, J. Timmermann, A. Trächtler, in: 2022 Sixth IEEE International Conference on Robotic Computing (IRC), IEEE, 2023.
LibreCat | DOI | Download (ext.)
 
[21]
2023 | Conference Paper | LibreCat-ID: 48476
Hybrid Optimal Control for Dynamical Systems using Gaussian Process Regression and Unscented Transform*
M. Hesse, J. Timmermann, A. Trächtler, in: 2023 European Control Conference (ECC), IEEE, 2023.
LibreCat | DOI
 
[20]
2023 | Conference Paper | LibreCat-ID: 48482 | OA
Data-driven identification of disturbances using a sliding mode observer
R.-S. Götte, J.N. Klusmann, J. Timmermann, in: Proceedings - 33. Workshop Computational Intelligence: Berlin, 23.-24. November 2023, 2023, pp. 113–123.
LibreCat | DOI | Download (ext.)
 
[19]
2023 | Conference Paper | LibreCat-ID: 44326
Approximating a Laplacian Prior for Joint State and Model Estimation within an UKF
R.-S. Götte, J. Timmermann, in: IFAC-PapersOnLine, 2023, pp. 869–874.
LibreCat
 
[18]
2023 | Journal Article | LibreCat-ID: 50070 | OA
Adaptive Koopman-Based Models for Holistic Controller and Observer Design
A. Junker, K.E.F. Pape, J. Timmermann, A. Trächtler, IFAC-PapersOnLine 56 (2023) 625–630.
LibreCat | DOI | Download (ext.)
 
[17]
2022 | Conference Paper | LibreCat-ID: 26539 | OA
Composed Physics- and Data-driven System Identification for Non-autonomous Systems in Control Engineering
R.-S. Götte, J. Timmermann, in: 2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC), 2022, pp. 67–76.
LibreCat | DOI | Download (ext.)
 
[16]
2022 | Conference Paper | LibreCat-ID: 31066
Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems
O. Schön, R.-S. Götte, J. Timmermann, in: 14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022), 2022, pp. 19–24.
LibreCat | DOI
 
[15]
2022 | Conference Paper | LibreCat-ID: 29803
Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design
M. Hesse, M. Hunstig, J. Timmermann, A. Trächtler, in: Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM), 2022, pp. 383–394.
LibreCat
 
[14]
2022 | Conference Paper | LibreCat-ID: 34011 | OA
Autonomes Putten mittels datengetriebener und physikbasierter Methoden
A. Junker, N. Fittkau, J. Timmermann, A. Trächtler, in: Proceedings - 32. Workshop Computational Intelligence: Berlin, 1. - 2. Dezember 2022, 2022, pp. 119–124.
LibreCat | DOI | Download (ext.)
 
[13]
2022 | Journal Article | LibreCat-ID: 50071 | OA
Learning Data-Driven PCHD Models for Control Engineering Applications*
A. Junker, J. Timmermann, A. Trächtler, IFAC-PapersOnLine 55 (2022) 389–394.
LibreCat | DOI | Download (ext.)
 
[12]
2022 | Conference Paper | LibreCat-ID: 26389 | OA
Data-Driven Models for Control Engineering Applications Using the Koopman Operator
A. Junker, J. Timmermann, A. Trächtler, in: 2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC 2022), 2022, pp. 1–9.
LibreCat | DOI | Download (ext.)
 
[11]
2018 | Book Chapter | LibreCat-ID: 22984
Intelligente Steuerungen und Regelungen
C. Lüke, J. Timmermann, J.H. Kessler, A. Trächtler, in: Steigerung Der Intelligenz Mechatronischer Systeme, Springer Vieweg, 2018, pp. 153–192.
LibreCat
 
[10]
2018 | Journal Article | LibreCat-ID: 22996
A Reinforcement Learning Strategy for the Swing-Up of the Double Pendulum on a Cart
M. Hesse, J. Timmermann, E. Hüllermeier, A. Trächtler, Procedia Manufacturing 24 (2018) 15–20.
LibreCat
 
[9]
2017 | Conference Paper | LibreCat-ID: 23005
Nonlinear Model Predictive Control with Discrete Mechanics and Optimal Control
K. Xu, J. Timmermann, A. Trächtler, in: Proc. Advanced Intelligent Mechatronics (AIM), IEEE, 2017.
LibreCat
 
[8]
2017 | Conference Paper | LibreCat-ID: 23006
Swing-up of the moving double pendulum on a cart with simulation based LQR-Trees
K. Xu, J. Timmermann, A. Trächtler, in: Proc. 20th IFAC World Congress, 2017.
LibreCat
 
[7]
2014 | Journal Article | LibreCat-ID: 23110
Control strategies on stable manifolds for energyefficient swing-ups of double pendula
K. Flaßkamp, J. Timmermann, S. Ober-Blöbaum, A. Trächtler, International Journal of Control DOI: 10.1080/00207179.2014.893450 (2014) 1–20.
LibreCat
 
[6]
2014 | Dissertation | LibreCat-ID: 42237 | OA
Optimale Steuerung und Mehrzieloptimierung von dynamischen Systemen untersucht am Beispiel des Mehrfachpendels
J. Timmermann, Optimale Steuerung und Mehrzieloptimierung von dynamischen Systemen untersucht am Beispiel des Mehrfachpendels, 2014.
LibreCat | Download (ext.)
 
[5]
2012 | Conference Paper | LibreCat-ID: 23161
Optimal Control on Stable Manifolds for a Double Pendulum
K. Flaßkamp, J. Timmermann, S. Ober-Blöbaum, M. Dellnitz, A. Trächtler, in: Proceedings in Applied Mathematics and Mechanics, 2012, pp. 723–724.
LibreCat
 
[4]
2011 | Conference Paper | LibreCat-ID: 23182
Iterative learning of Stochastic Disturbance Profiles Using Bayesian Networks
D. Bielawny, M. Krüger, P. Reinold, J. Timmermann, A. Trächtler, in: 9th International Conference on Industrial Informatics (INDIN), 2011.
LibreCat
 
[3]
2011 | Journal Article | LibreCat-ID: 23197
Optimale Steuerung durch DMOC mit Anwendungen am Doppelpendel
J. Timmermann, Vortrag Beim 45. Regelungstechnischen Kolloquium in Boppard (2011).
LibreCat
 
[2]
2011 | Conference Paper | LibreCat-ID: 23180
Discrete Mechanics and Optimal Control and its Application to a Double Pendulum on a Cart
J. Timmermann, S. Khatab, S. Ober-Blöbaum, A. Trächtler, in: 18th IFAC World Congress 2011, Milano, 2011.
LibreCat
 
[1]
2009 | Conference Paper | LibreCat-ID: 23237
Optimal Control for a Pitcher's Motion Modeled as Constrained Mechanical System
S. Ober-Blöbaum, J. Timmermann, in: 7th International Conference on Multibody Systems, Nonlinear Dynamics, and Contro, ASME International Design Engineering Technical Conferences , ASME, San Diego, 2009.
LibreCat
 

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23 Publications

Mark all

[23]
2023 | Conference Paper | LibreCat-ID: 34171
Estimating States and Model Uncertainties Jointly by a Sparsity Promoting UKF
R.-S. Götte, J. Timmermann, in: 12th IFAC Symposium on Nonlinear Control Systems (NOLCOS 2022), 2023, pp. 85–90.
LibreCat | DOI
 
[22]
2023 | Conference Paper | LibreCat-ID: 42238 | OA
Autonomous Golf Putting with Data-Driven and Physics-Based Methods
A. Junker, N. Fittkau, J. Timmermann, A. Trächtler, in: 2022 Sixth IEEE International Conference on Robotic Computing (IRC), IEEE, 2023.
LibreCat | DOI | Download (ext.)
 
[21]
2023 | Conference Paper | LibreCat-ID: 48476
Hybrid Optimal Control for Dynamical Systems using Gaussian Process Regression and Unscented Transform*
M. Hesse, J. Timmermann, A. Trächtler, in: 2023 European Control Conference (ECC), IEEE, 2023.
LibreCat | DOI
 
[20]
2023 | Conference Paper | LibreCat-ID: 48482 | OA
Data-driven identification of disturbances using a sliding mode observer
R.-S. Götte, J.N. Klusmann, J. Timmermann, in: Proceedings - 33. Workshop Computational Intelligence: Berlin, 23.-24. November 2023, 2023, pp. 113–123.
LibreCat | DOI | Download (ext.)
 
[19]
2023 | Conference Paper | LibreCat-ID: 44326
Approximating a Laplacian Prior for Joint State and Model Estimation within an UKF
R.-S. Götte, J. Timmermann, in: IFAC-PapersOnLine, 2023, pp. 869–874.
LibreCat
 
[18]
2023 | Journal Article | LibreCat-ID: 50070 | OA
Adaptive Koopman-Based Models for Holistic Controller and Observer Design
A. Junker, K.E.F. Pape, J. Timmermann, A. Trächtler, IFAC-PapersOnLine 56 (2023) 625–630.
LibreCat | DOI | Download (ext.)
 
[17]
2022 | Conference Paper | LibreCat-ID: 26539 | OA
Composed Physics- and Data-driven System Identification for Non-autonomous Systems in Control Engineering
R.-S. Götte, J. Timmermann, in: 2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC), 2022, pp. 67–76.
LibreCat | DOI | Download (ext.)
 
[16]
2022 | Conference Paper | LibreCat-ID: 31066
Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems
O. Schön, R.-S. Götte, J. Timmermann, in: 14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022), 2022, pp. 19–24.
LibreCat | DOI
 
[15]
2022 | Conference Paper | LibreCat-ID: 29803
Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design
M. Hesse, M. Hunstig, J. Timmermann, A. Trächtler, in: Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM), 2022, pp. 383–394.
LibreCat
 
[14]
2022 | Conference Paper | LibreCat-ID: 34011 | OA
Autonomes Putten mittels datengetriebener und physikbasierter Methoden
A. Junker, N. Fittkau, J. Timmermann, A. Trächtler, in: Proceedings - 32. Workshop Computational Intelligence: Berlin, 1. - 2. Dezember 2022, 2022, pp. 119–124.
LibreCat | DOI | Download (ext.)
 
[13]
2022 | Journal Article | LibreCat-ID: 50071 | OA
Learning Data-Driven PCHD Models for Control Engineering Applications*
A. Junker, J. Timmermann, A. Trächtler, IFAC-PapersOnLine 55 (2022) 389–394.
LibreCat | DOI | Download (ext.)
 
[12]
2022 | Conference Paper | LibreCat-ID: 26389 | OA
Data-Driven Models for Control Engineering Applications Using the Koopman Operator
A. Junker, J. Timmermann, A. Trächtler, in: 2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC 2022), 2022, pp. 1–9.
LibreCat | DOI | Download (ext.)
 
[11]
2018 | Book Chapter | LibreCat-ID: 22984
Intelligente Steuerungen und Regelungen
C. Lüke, J. Timmermann, J.H. Kessler, A. Trächtler, in: Steigerung Der Intelligenz Mechatronischer Systeme, Springer Vieweg, 2018, pp. 153–192.
LibreCat
 
[10]
2018 | Journal Article | LibreCat-ID: 22996
A Reinforcement Learning Strategy for the Swing-Up of the Double Pendulum on a Cart
M. Hesse, J. Timmermann, E. Hüllermeier, A. Trächtler, Procedia Manufacturing 24 (2018) 15–20.
LibreCat
 
[9]
2017 | Conference Paper | LibreCat-ID: 23005
Nonlinear Model Predictive Control with Discrete Mechanics and Optimal Control
K. Xu, J. Timmermann, A. Trächtler, in: Proc. Advanced Intelligent Mechatronics (AIM), IEEE, 2017.
LibreCat
 
[8]
2017 | Conference Paper | LibreCat-ID: 23006
Swing-up of the moving double pendulum on a cart with simulation based LQR-Trees
K. Xu, J. Timmermann, A. Trächtler, in: Proc. 20th IFAC World Congress, 2017.
LibreCat
 
[7]
2014 | Journal Article | LibreCat-ID: 23110
Control strategies on stable manifolds for energyefficient swing-ups of double pendula
K. Flaßkamp, J. Timmermann, S. Ober-Blöbaum, A. Trächtler, International Journal of Control DOI: 10.1080/00207179.2014.893450 (2014) 1–20.
LibreCat
 
[6]
2014 | Dissertation | LibreCat-ID: 42237 | OA
Optimale Steuerung und Mehrzieloptimierung von dynamischen Systemen untersucht am Beispiel des Mehrfachpendels
J. Timmermann, Optimale Steuerung und Mehrzieloptimierung von dynamischen Systemen untersucht am Beispiel des Mehrfachpendels, 2014.
LibreCat | Download (ext.)
 
[5]
2012 | Conference Paper | LibreCat-ID: 23161
Optimal Control on Stable Manifolds for a Double Pendulum
K. Flaßkamp, J. Timmermann, S. Ober-Blöbaum, M. Dellnitz, A. Trächtler, in: Proceedings in Applied Mathematics and Mechanics, 2012, pp. 723–724.
LibreCat
 
[4]
2011 | Conference Paper | LibreCat-ID: 23182
Iterative learning of Stochastic Disturbance Profiles Using Bayesian Networks
D. Bielawny, M. Krüger, P. Reinold, J. Timmermann, A. Trächtler, in: 9th International Conference on Industrial Informatics (INDIN), 2011.
LibreCat
 
[3]
2011 | Journal Article | LibreCat-ID: 23197
Optimale Steuerung durch DMOC mit Anwendungen am Doppelpendel
J. Timmermann, Vortrag Beim 45. Regelungstechnischen Kolloquium in Boppard (2011).
LibreCat
 
[2]
2011 | Conference Paper | LibreCat-ID: 23180
Discrete Mechanics and Optimal Control and its Application to a Double Pendulum on a Cart
J. Timmermann, S. Khatab, S. Ober-Blöbaum, A. Trächtler, in: 18th IFAC World Congress 2011, Milano, 2011.
LibreCat
 
[1]
2009 | Conference Paper | LibreCat-ID: 23237
Optimal Control for a Pitcher's Motion Modeled as Constrained Mechanical System
S. Ober-Blöbaum, J. Timmermann, in: 7th International Conference on Multibody Systems, Nonlinear Dynamics, and Contro, ASME International Design Engineering Technical Conferences , ASME, San Diego, 2009.
LibreCat
 

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