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25 Publications
2022 | Conference Paper | LibreCat-ID: 29803
Hesse M, Hunstig M, Timmermann J, Trächtler A. Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design. In: Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods (ICPRAM). ; 2022:383-394.
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2022 | Conference Paper | LibreCat-ID: 26389 |

Junker A, Timmermann J, Trächtler A. Data-Driven Models for Control Engineering Applications Using the Koopman Operator. In: 2022 3rd International Conference on Artificial Intelligence, Robotics and Control (AIRC 2022). ; 2022:1-9. doi:10.1109/AIRC56195.2022.9836980
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2022 | Journal Article | LibreCat-ID: 50071 |

Junker A, Timmermann J, Trächtler A. Learning Data-Driven PCHD Models for Control Engineering Applications*. IFAC-PapersOnLine. 2022;55(12):389-394. doi:10.1016/j.ifacol.2022.07.343
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2022 | Conference Paper | LibreCat-ID: 34011 |

Junker A, Fittkau N, Timmermann J, Trächtler A. Autonomes Putten mittels datengetriebener und physikbasierter Methoden. In: Proceedings - 32. Workshop Computational Intelligence: Berlin, 1. - 2. Dezember 2022. ; 2022:119-124. doi:10.5445/KSP/1000151141
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2018 | Book Chapter | LibreCat-ID: 22984
Lüke C, Timmermann J, Kessler JH, Trächtler A. Intelligente Steuerungen und Regelungen. In: Steigerung Der Intelligenz Mechatronischer Systeme. Vol 1. Springer Vieweg; 2018:153-192.
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2018 | Journal Article | LibreCat-ID: 22996
Hesse M, Timmermann J, Hüllermeier E, Trächtler A. A Reinforcement Learning Strategy for the Swing-Up of the Double Pendulum on a Cart. Procedia Manufacturing. 2018;24:15-20.
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2017 | Conference Paper | LibreCat-ID: 23005
Xu K, Timmermann J, Trächtler A. Nonlinear Model Predictive Control with Discrete Mechanics and Optimal Control. In: Proc. Advanced Intelligent Mechatronics (AIM). IEEE; 2017.
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2017 | Conference Paper | LibreCat-ID: 23006
Xu K, Timmermann J, Trächtler A. Swing-up of the moving double pendulum on a cart with simulation based LQR-Trees. In: Proc. 20th IFAC World Congress. ; 2017.
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2014 | Journal Article | LibreCat-ID: 23110
Flaßkamp K, Timmermann J, Ober-Blöbaum S, Trächtler A. Control strategies on stable manifolds for energyefficient swing-ups of double pendula. International Journal of Control. 2014;DOI: 10.1080/00207179.2014.893450:1-20.
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2014 | Dissertation | LibreCat-ID: 42237 |

Timmermann J. Optimale Steuerung und Mehrzieloptimierung von dynamischen Systemen untersucht am Beispiel des Mehrfachpendels.; 2014.
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2012 | Conference Paper | LibreCat-ID: 23161
Flaßkamp K, Timmermann J, Ober-Blöbaum S, Dellnitz M, Trächtler A. Optimal Control on Stable Manifolds for a Double Pendulum. In: Proceedings in Applied Mathematics and Mechanics. Vol 12(1). ; 2012:723-724.
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2011 | Conference Paper | LibreCat-ID: 23182
Bielawny D, Krüger M, Reinold P, Timmermann J, Trächtler A. Iterative learning of Stochastic Disturbance Profiles Using Bayesian Networks. In: 9th International Conference on Industrial Informatics (INDIN). ; 2011.
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2011 | Journal Article | LibreCat-ID: 23197
Timmermann J. Optimale Steuerung durch DMOC mit Anwendungen am Doppelpendel. Vortrag beim 45 Regelungstechnischen Kolloquium in Boppard. 2011.
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2011 | Conference Paper | LibreCat-ID: 23180
Timmermann J, Khatab S, Ober-Blöbaum S, Trächtler A. Discrete Mechanics and Optimal Control and its Application to a Double Pendulum on a Cart. In: 18th IFAC World Congress 2011. ; 2011.
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2009 | Conference Paper | LibreCat-ID: 23237
Ober-Blöbaum S, Timmermann J. Optimal Control for a Pitcher’s Motion Modeled as Constrained Mechanical System. In: 7th International Conference on Multibody Systems, Nonlinear Dynamics, and Contro, ASME International Design Engineering Technical Conferences . ASME; 2009.
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