Research output per year
Research output per year
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Contributions to the Combination of Model-Based and Data-Driven Techniques in Control Theory
Ecker, L., Feb 2024, 168 p.Research output: Thesis › Doctoral thesis
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Datenbasierter Regler- und Beobachterentwurf mit neuronalen kanonischen Strukturen
Translated title of the contribution :Data-driven controller and observer design with neural canonical structures Research output: Contribution to journal › Article › peer-review
Open Access -
Data-driven control and transfer learning using neural canonical control structures
Ecker, L. & Schöberl, M., 2023, 2023 9th International Conference on Control, Decision and Information Technologies (CoDIT). p. 1856-1861 6 p. (9th 2023 International Conference on Control, Decision and Information Technologies, CoDIT 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
Open Access -
Indirect Data-Driven Observer Design Using Neural Canonical Observer Structures
Ecker, L. & Schöberl, M., 2023, In: IEEE Control Systems Letters. 7, p. 1706 - 1711 6 p.Research output: Contribution to journal › Article › peer-review
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A data-driven approach for the identification of nonlinear state-dependent switched systems using expectation-maximization
Ecker, L. & Schöberl, M., 2022, 2022 17th International Conference on Control, Automation, Robotics and Vision (ICARCV). p. 361-366 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
Projects
- 1 Active
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Lightbow: EZ-W: Simulation und experimentelle Grundlagen für die modellbasierte Regelung in metallurgischen Lichtbogen-Plasma Prozessen
Voglhuber-Brunnmaier, T. (Researcher), Jakoby, B. (PI) & Ecker, L. (Researcher)
01.07.2024 → 30.06.2026
Project: Funded research › FFG - Austrian Research Promotion Agency
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Combination of Model-Based and Data-Driven Techniques in Control Theory
Ecker, L. (Speaker)
27 Feb 2024Activity: Talk or presentation › Invited talk › science-to-science
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Indirect Data-Driven Observer Design Using Neural Canonical Observer Structures
Ecker, L. (Speaker)
15 Dec 2023Activity: Talk or presentation › Contributed talk › science-to-science
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Datenbasierter Beobachterentwurf mit neuronalen kanonischen Beobachterstrukturen
Ecker, L. (Speaker)
25 Sept 2023Activity: Talk or presentation › Contributed talk › science-to-science
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Data-driven control and transfer learning using neural canonical control structures
Ecker, L. (Speaker)
05 Jul 2023Activity: Talk or presentation › Contributed talk › science-to-science
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Datenbasierte Regelung und Transfer-Lernen mit neuronalen kanonischen Regelungsnormalformen
Ecker, L. (Speaker)
11 May 2023Activity: Talk or presentation › Contributed talk › science-to-science