---
_id: '63068'
abstract:
- lang: eng
  text: 'The Nalyses research project, which will be completed in 2025, is being conducted
    by partners FORVIA HELLA, BMW, Fraunhofer IEM, Heinz Nixdorf Institute, Hamm-Lippstadt
    University of Applied Sciences, Geba, and the associated partner Miele. The aim
    of the project is to investigate the influencing factors for a circular economy
    in the field of automotive lighting using the example of a headlamp. A key aspect
    is the analysis of methods for recycling end of life headlamps to recover materials
    for the next generation of headlamps and to evaluate their reusability. The article
    presents investigations and methods for recovering materials from used headlamps.
    These methods are evaluated based on how effectively they can recover materials
    for the next generation of headlamps and to what extent these materials can be
    reused. The goal was to identify the best practices that are both ecologically
    and economically sustainable. To support the development of a headlamp, a digital
    twin was created, which enables a detailed life cycle analysis at any time. This
    digital twin ensures that the expected CO2 footprint of the product can be analysed
    over its product life cycle during development to ensure optimal use and recycling
    of materials. This ensures a precise assessment of the environmental impact of
    future products. The final demonstrator of the project, developed based on the
    findings of the two points mentioned above and OEM requirements, presents the
    third key point of the research project: the design of a new product to enable
    a circular economy in the field of automotive lighting. The headlamp is designed
    to use circular economy recyclates and to serve as a material source at the end
    of its life. This represents an important step for automotive lighting towards
    a circular economy, where products and materials are used and reused for as long
    as possible.'
author:
- first_name: Christian
  full_name: Schmidt, Christian
  last_name: Schmidt
- first_name: Mathias
  full_name: Niedling, Mathias
  last_name: Niedling
- first_name: Jan
  full_name: Helmig, Jan
  last_name: Helmig
- first_name: Steffen
  full_name: Forbes, Steffen
  last_name: Forbes
- first_name: Janis
  full_name: Jardin, Janis
  last_name: Jardin
- first_name: Stephan
  full_name: Stieren, Stephan
  last_name: Stieren
- first_name: Niklas
  full_name: Fittkau, Niklas
  id: '69890'
  last_name: Fittkau
  orcid: 0009-0007-1281-4465
- first_name: Henning
  full_name: Peitzmeier, Henning
  last_name: Peitzmeier
citation:
  ama: 'Schmidt C, Niedling M, Helmig J, et al. Circular economy approaches in automotive
    lighting – insights from the Nalyses project. In: <i>Proceedings of the 16th International
    Symposium on Automotive Lighting 2025</i>. ; 2025. doi:<a href="https://doi.org/10.26083/tuprints-00030841">10.26083/tuprints-00030841</a>'
  apa: Schmidt, C., Niedling, M., Helmig, J., Forbes, S., Jardin, J., Stieren, S.,
    Fittkau, N., &#38; Peitzmeier, H. (2025). Circular economy approaches in automotive
    lighting – insights from the Nalyses project. <i>Proceedings of the 16th International
    Symposium on Automotive Lighting 2025</i>. 16th International Symposium on Automotive
    Lighting, Darmstadt. <a href="https://doi.org/10.26083/tuprints-00030841">https://doi.org/10.26083/tuprints-00030841</a>
  bibtex: '@inproceedings{Schmidt_Niedling_Helmig_Forbes_Jardin_Stieren_Fittkau_Peitzmeier_2025,
    place={Darmstadt}, title={Circular economy approaches in automotive lighting –
    insights from the Nalyses project}, DOI={<a href="https://doi.org/10.26083/tuprints-00030841">10.26083/tuprints-00030841</a>},
    booktitle={Proceedings of the 16th International Symposium on Automotive Lighting
    2025}, author={Schmidt, Christian and Niedling, Mathias and Helmig, Jan and Forbes,
    Steffen and Jardin, Janis and Stieren, Stephan and Fittkau, Niklas and Peitzmeier,
    Henning}, year={2025} }'
  chicago: Schmidt, Christian, Mathias Niedling, Jan Helmig, Steffen Forbes, Janis
    Jardin, Stephan Stieren, Niklas Fittkau, and Henning Peitzmeier. “Circular Economy
    Approaches in Automotive Lighting – Insights from the Nalyses Project.” In <i>Proceedings
    of the 16th International Symposium on Automotive Lighting 2025</i>. Darmstadt,
    2025. <a href="https://doi.org/10.26083/tuprints-00030841">https://doi.org/10.26083/tuprints-00030841</a>.
  ieee: 'C. Schmidt <i>et al.</i>, “Circular economy approaches in automotive lighting
    – insights from the Nalyses project,” presented at the 16th International Symposium
    on Automotive Lighting, Darmstadt, 2025, doi: <a href="https://doi.org/10.26083/tuprints-00030841">10.26083/tuprints-00030841</a>.'
  mla: Schmidt, Christian, et al. “Circular Economy Approaches in Automotive Lighting
    – Insights from the Nalyses Project.” <i>Proceedings of the 16th International
    Symposium on Automotive Lighting 2025</i>, 2025, doi:<a href="https://doi.org/10.26083/tuprints-00030841">10.26083/tuprints-00030841</a>.
  short: 'C. Schmidt, M. Niedling, J. Helmig, S. Forbes, J. Jardin, S. Stieren, N.
    Fittkau, H. Peitzmeier, in: Proceedings of the 16th International Symposium on
    Automotive Lighting 2025, Darmstadt, 2025.'
conference:
  end_date: 2025-09-24
  location: Darmstadt
  name: 16th International Symposium on Automotive Lighting
  start_date: 2025-09-22
date_created: 2025-12-12T12:38:14Z
date_updated: 2026-02-09T10:16:28Z
doi: 10.26083/tuprints-00030841
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://tuprints.ulb.tu-darmstadt.de/30825/
oa: '1'
place: Darmstadt
project:
- _id: '693'
  name: Nachhaltigkeitsoptimiertes Life Cycle Assessment technologisch hochkomplexer
    Produkte am Beispiel Automobilbeleuchtung
publication: Proceedings of the 16th International Symposium on Automotive Lighting
  2025
status: public
title: Circular economy approaches in automotive lighting – insights from the Nalyses
  project
type: conference
user_id: '69890'
year: '2025'
...
---
_id: '61427'
abstract:
- lang: eng
  text: "The carbon footprint of modern vehicles and their mechatronic systems is
    more\r\nimportant than ever. Research by the publicly funded Nalyses project and
    the HELLA\r\ncompany shows that the headlamps use phase makes a significant contribution
    to the life\r\ncycle footprint taking into account the current electricity mix
    [1]. Today, functionalities\r\nsuch as adaptive curve light or glare-free high
    beam ensure comfort and safety by\r\nassessing the state of the vehicle and evaluating
    the driving scenario ahead. In future,\r\nthis evaluation will be expanded and
    used to adapt the headlamp to the driving scenario\r\nin such a way that as little
    light as possible is emitted, but as much light as necessary. In\r\norder to achieve
    this goal, an overall evaluation of the regulatory compliant energy\r\nsaving
    potential is crucial in a first step and leads to constraints for a dynamic adaption\r\nwhile
    driving. In this paper, the potential is illustrated by evaluating UNECE Regulation\r\nNo.
    149 and optimizing luminous intensity distributions. Depending on the different\r\nresolutions
    of matrix LED headlamps, this approach can result in a significantly lower\r\nluminous
    flux. On the other hand, the results are point-like distributions that raise the\r\nquestion
    of whether the regulation still provides for sensible minimum requirements for\r\nmodern
    matrix LED headlamps. The results are further presented in a simulated virtual\r\nenvironment
    with regard to the resulting luminance in different driving scenarios. We\r\nthen
    present an approach to integrate regulatory requirements into a control algorithm
    by\r\nsetting optimization constraints and saturating the control. Finally, we
    classify the found\r\nluminous intensity distributions qualitatively according
    to common lighting criteria. In summary, although the investigated minimum distributions
    are by no means desirable\r\nfor drivers themselves, they form the basis on which
    energy-saving distributions for\r\nilluminated areas and twilight scenarios could
    be adaptively controlled in the future."
author:
- first_name: Niklas
  full_name: Fittkau, Niklas
  id: '69890'
  last_name: Fittkau
  orcid: 0009-0007-1281-4465
- first_name: Leon
  full_name: Bußemas, Leon
  id: '51118'
  last_name: Bußemas
- first_name: Kevin
  full_name: Malena, Kevin
  id: '36303'
  last_name: Malena
  orcid: 0000-0003-1183-4679
- first_name: Sandra
  full_name: Gausemeier, Sandra
  id: '17793'
  last_name: Gausemeier
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  id: '552'
  last_name: Trächtler
citation:
  ama: 'Fittkau N, Bußemas L, Malena K, Gausemeier S, Trächtler A. Regulatory-compliant
    energy-saving potential for the passing beam of matrix LED headlamps. In: <i>Proceedings
    of the 16th International Symposium on Automotive Lighting 2025</i>. ; 2025. doi:<a
    href="https://doi.org/10.26083/tuprints-00030840">10.26083/tuprints-00030840</a>'
  apa: Fittkau, N., Bußemas, L., Malena, K., Gausemeier, S., &#38; Trächtler, A. (2025).
    Regulatory-compliant energy-saving potential for the passing beam of matrix LED
    headlamps. <i>Proceedings of the 16th International Symposium on Automotive Lighting
    2025</i>. 16th International Symposium on Automotive Lighting, Darmstadt. <a href="https://doi.org/10.26083/tuprints-00030840">https://doi.org/10.26083/tuprints-00030840</a>
  bibtex: '@inproceedings{Fittkau_Bußemas_Malena_Gausemeier_Trächtler_2025, place={Darmstadt},
    title={Regulatory-compliant energy-saving potential for the passing beam of matrix
    LED headlamps}, DOI={<a href="https://doi.org/10.26083/tuprints-00030840">10.26083/tuprints-00030840</a>},
    booktitle={Proceedings of the 16th International Symposium on Automotive Lighting
    2025}, author={Fittkau, Niklas and Bußemas, Leon and Malena, Kevin and Gausemeier,
    Sandra and Trächtler, Ansgar}, year={2025} }'
  chicago: Fittkau, Niklas, Leon Bußemas, Kevin Malena, Sandra Gausemeier, and Ansgar
    Trächtler. “Regulatory-Compliant Energy-Saving Potential for the Passing Beam
    of Matrix LED Headlamps.” In <i>Proceedings of the 16th International Symposium
    on Automotive Lighting 2025</i>. Darmstadt, 2025. <a href="https://doi.org/10.26083/tuprints-00030840">https://doi.org/10.26083/tuprints-00030840</a>.
  ieee: 'N. Fittkau, L. Bußemas, K. Malena, S. Gausemeier, and A. Trächtler, “Regulatory-compliant
    energy-saving potential for the passing beam of matrix LED headlamps,” presented
    at the 16th International Symposium on Automotive Lighting, Darmstadt, 2025, doi:
    <a href="https://doi.org/10.26083/tuprints-00030840">10.26083/tuprints-00030840</a>.'
  mla: Fittkau, Niklas, et al. “Regulatory-Compliant Energy-Saving Potential for the
    Passing Beam of Matrix LED Headlamps.” <i>Proceedings of the 16th International
    Symposium on Automotive Lighting 2025</i>, 2025, doi:<a href="https://doi.org/10.26083/tuprints-00030840">10.26083/tuprints-00030840</a>.
  short: 'N. Fittkau, L. Bußemas, K. Malena, S. Gausemeier, A. Trächtler, in: Proceedings
    of the 16th International Symposium on Automotive Lighting 2025, Darmstadt, 2025.'
conference:
  end_date: 2025-09-24
  location: Darmstadt
  name: 16th International Symposium on Automotive Lighting
  start_date: 2025-09-22
date_created: 2025-09-24T08:56:38Z
date_updated: 2025-12-12T12:47:58Z
department:
- _id: '153'
doi: 10.26083/tuprints-00030840
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://tuprints.ulb.tu-darmstadt.de/30825/
oa: '1'
place: Darmstadt
project:
- _id: '693'
  name: Nachhaltigkeitsoptimiertes Life Cycle Assessment technologisch hochkomplexer
    Produkte am Beispiel Automobilbeleuchtung
publication: Proceedings of the 16th International Symposium on Automotive Lighting
  2025
status: public
title: Regulatory-compliant energy-saving potential for the passing beam of matrix
  LED headlamps
type: conference
user_id: '69890'
year: '2025'
...
---
_id: '53106'
alternative_title:
- LiDAR Sensor Model based on Time Dependent Photon Mapping
author:
- first_name: Leon
  full_name: Bußemas, Leon
  id: '51118'
  last_name: Bußemas
- first_name: Niklas
  full_name: Fittkau, Niklas
  id: '69890'
  last_name: Fittkau
- first_name: Sandra
  full_name: Gausemeier, Sandra
  id: '17793'
  last_name: Gausemeier
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  id: '552'
  last_name: Trächtler
- first_name: Nico
  full_name: Rüddenklau, Nico
  id: '22359'
  last_name: Rüddenklau
citation:
  ama: 'Bußemas L, Fittkau N, Gausemeier S, Trächtler A, Rüddenklau N. LiDAR-Sensormodell
    basierend auf zeitabhängigem Photon Mapping. In: <i>VDI Mechatroniktagung Dresden
    2024</i>. Technische Universität Dresden; 2024:29-34.'
  apa: Bußemas, L., Fittkau, N., Gausemeier, S., Trächtler, A., &#38; Rüddenklau,
    N. (2024). LiDAR-Sensormodell basierend auf zeitabhängigem Photon Mapping. <i>VDI
    Mechatroniktagung Dresden 2024</i>, 29–34.
  bibtex: '@inproceedings{Bußemas_Fittkau_Gausemeier_Trächtler_Rüddenklau_2024, place={Dresden},
    title={LiDAR-Sensormodell basierend auf zeitabhängigem Photon Mapping}, booktitle={VDI
    Mechatroniktagung Dresden 2024}, publisher={Technische Universität Dresden}, author={Bußemas,
    Leon and Fittkau, Niklas and Gausemeier, Sandra and Trächtler, Ansgar and Rüddenklau,
    Nico}, year={2024}, pages={29–34} }'
  chicago: 'Bußemas, Leon, Niklas Fittkau, Sandra Gausemeier, Ansgar Trächtler, and
    Nico Rüddenklau. “LiDAR-Sensormodell basierend auf zeitabhängigem Photon Mapping.”
    In <i>VDI Mechatroniktagung Dresden 2024</i>, 29–34. Dresden: Technische Universität
    Dresden, 2024.'
  ieee: L. Bußemas, N. Fittkau, S. Gausemeier, A. Trächtler, and N. Rüddenklau, “LiDAR-Sensormodell
    basierend auf zeitabhängigem Photon Mapping,” in <i>VDI Mechatroniktagung Dresden
    2024</i>, Dresden, 2024, pp. 29–34.
  mla: Bußemas, Leon, et al. “LiDAR-Sensormodell basierend auf zeitabhängigem Photon
    Mapping.” <i>VDI Mechatroniktagung Dresden 2024</i>, Technische Universität Dresden,
    2024, pp. 29–34.
  short: 'L. Bußemas, N. Fittkau, S. Gausemeier, A. Trächtler, N. Rüddenklau, in:
    VDI Mechatroniktagung Dresden 2024, Technische Universität Dresden, Dresden, 2024,
    pp. 29–34.'
conference:
  end_date: 15.03.2024
  location: Dresden
  name: VDI Mechatroniktagung 2024
  start_date: 14.03.2024
date_created: 2024-04-02T07:30:50Z
date_updated: 2024-04-02T07:44:03Z
department:
- _id: '153'
has_accepted_license: '1'
language:
- iso: ger
main_file_link:
- open_access: '1'
  url: https://www.vdi-mechatroniktagung.rwth-aachen.de/global/show_document.asp?id=aaaaaaaacjcayqj&download=1
oa: '1'
page: 29-34
place: Dresden
project:
- _id: '691'
  name: 'RoSSHAF: Robustheit von Sensoren und Sensorsystemen gegenüber Umweltbedingungen
    für Hochautomatisiertes Fahren '
publication: VDI Mechatroniktagung Dresden 2024
publisher: Technische Universität Dresden
quality_controlled: '1'
status: public
title: LiDAR-Sensormodell basierend auf zeitabhängigem Photon Mapping
type: conference
user_id: '51118'
year: '2024'
...
---
_id: '42238'
author:
- first_name: Annika
  full_name: Junker, Annika
  id: '41470'
  last_name: Junker
  orcid: 0009-0002-6475-2503
- first_name: Niklas
  full_name: Fittkau, Niklas
  id: '69890'
  last_name: Fittkau
  orcid: 0009-0007-1281-4465
- first_name: Julia
  full_name: Timmermann, Julia
  id: '15402'
  last_name: Timmermann
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  id: '552'
  last_name: Trächtler
citation:
  ama: 'Junker A, Fittkau N, Timmermann J, Trächtler A. Autonomous Golf Putting with
    Data-Driven and Physics-Based Methods. In: <i>2022 Sixth IEEE International Conference
    on Robotic Computing (IRC)</i>. IEEE; 2023. doi:<a href="https://doi.org/10.1109/irc55401.2022.00031">10.1109/irc55401.2022.00031</a>'
  apa: Junker, A., Fittkau, N., Timmermann, J., &#38; Trächtler, A. (2023). Autonomous
    Golf Putting with Data-Driven and Physics-Based Methods. <i>2022 Sixth IEEE International
    Conference on Robotic Computing (IRC)</i>. 2022 Sixth IEEE International Conference
    on Robotic Computing (IRC), Naples, Italy. <a href="https://doi.org/10.1109/irc55401.2022.00031">https://doi.org/10.1109/irc55401.2022.00031</a>
  bibtex: '@inproceedings{Junker_Fittkau_Timmermann_Trächtler_2023, title={Autonomous
    Golf Putting with Data-Driven and Physics-Based Methods}, DOI={<a href="https://doi.org/10.1109/irc55401.2022.00031">10.1109/irc55401.2022.00031</a>},
    booktitle={2022 Sixth IEEE International Conference on Robotic Computing (IRC)},
    publisher={IEEE}, author={Junker, Annika and Fittkau, Niklas and Timmermann, Julia
    and Trächtler, Ansgar}, year={2023} }'
  chicago: Junker, Annika, Niklas Fittkau, Julia Timmermann, and Ansgar Trächtler.
    “Autonomous Golf Putting with Data-Driven and Physics-Based Methods.” In <i>2022
    Sixth IEEE International Conference on Robotic Computing (IRC)</i>. IEEE, 2023.
    <a href="https://doi.org/10.1109/irc55401.2022.00031">https://doi.org/10.1109/irc55401.2022.00031</a>.
  ieee: 'A. Junker, N. Fittkau, J. Timmermann, and A. Trächtler, “Autonomous Golf
    Putting with Data-Driven and Physics-Based Methods,” presented at the 2022 Sixth
    IEEE International Conference on Robotic Computing (IRC), Naples, Italy, 2023,
    doi: <a href="https://doi.org/10.1109/irc55401.2022.00031">10.1109/irc55401.2022.00031</a>.'
  mla: Junker, Annika, et al. “Autonomous Golf Putting with Data-Driven and Physics-Based
    Methods.” <i>2022 Sixth IEEE International Conference on Robotic Computing (IRC)</i>,
    IEEE, 2023, doi:<a href="https://doi.org/10.1109/irc55401.2022.00031">10.1109/irc55401.2022.00031</a>.
  short: 'A. Junker, N. Fittkau, J. Timmermann, A. Trächtler, in: 2022 Sixth IEEE
    International Conference on Robotic Computing (IRC), IEEE, 2023.'
conference:
  end_date: 2022-12-07
  location: Naples, Italy
  name: 2022 Sixth IEEE International Conference on Robotic Computing (IRC)
  start_date: 2022-12-05
date_created: 2023-02-20T08:10:39Z
date_updated: 2026-04-01T05:49:07Z
department:
- _id: '153'
- _id: '880'
doi: 10.1109/irc55401.2022.00031
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/10023639
project:
- _id: '690'
  name: 'DART: Datengetriebene Methoden in der Regelungstechnik'
publication: 2022 Sixth IEEE International Conference on Robotic Computing (IRC)
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: Autonomous Golf Putting with Data-Driven and Physics-Based Methods
type: conference
user_id: '41470'
year: '2023'
...
---
_id: '34011'
author:
- first_name: Annika
  full_name: Junker, Annika
  id: '41470'
  last_name: Junker
  orcid: 0009-0002-6475-2503
- first_name: Niklas
  full_name: Fittkau, Niklas
  id: '69890'
  last_name: Fittkau
  orcid: 0009-0007-1281-4465
- first_name: Julia
  full_name: Timmermann, Julia
  id: '15402'
  last_name: Timmermann
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  id: '552'
  last_name: Trächtler
citation:
  ama: 'Junker A, Fittkau N, Timmermann J, Trächtler A. Autonomes Putten mittels datengetriebener
    und physikbasierter Methoden. In: <i>Proceedings - 32. Workshop Computational
    Intelligence: Berlin, 1. - 2. Dezember 2022</i>. ; 2022:119-124. doi:<a href="https://doi.org/10.5445/KSP/1000151141">10.5445/KSP/1000151141</a>'
  apa: 'Junker, A., Fittkau, N., Timmermann, J., &#38; Trächtler, A. (2022). Autonomes
    Putten mittels datengetriebener und physikbasierter Methoden. <i>Proceedings -
    32. Workshop Computational Intelligence: Berlin, 1. - 2. Dezember 2022</i>, 119–124.
    <a href="https://doi.org/10.5445/KSP/1000151141">https://doi.org/10.5445/KSP/1000151141</a>'
  bibtex: '@inproceedings{Junker_Fittkau_Timmermann_Trächtler_2022, title={Autonomes
    Putten mittels datengetriebener und physikbasierter Methoden}, DOI={<a href="https://doi.org/10.5445/KSP/1000151141">10.5445/KSP/1000151141</a>},
    booktitle={Proceedings - 32. Workshop Computational Intelligence: Berlin, 1. -
    2. Dezember 2022}, author={Junker, Annika and Fittkau, Niklas and Timmermann,
    Julia and Trächtler, Ansgar}, year={2022}, pages={119–124} }'
  chicago: 'Junker, Annika, Niklas Fittkau, Julia Timmermann, and Ansgar Trächtler.
    “Autonomes Putten Mittels Datengetriebener Und Physikbasierter Methoden.” In <i>Proceedings
    - 32. Workshop Computational Intelligence: Berlin, 1. - 2. Dezember 2022</i>,
    119–24, 2022. <a href="https://doi.org/10.5445/KSP/1000151141">https://doi.org/10.5445/KSP/1000151141</a>.'
  ieee: 'A. Junker, N. Fittkau, J. Timmermann, and A. Trächtler, “Autonomes Putten
    mittels datengetriebener und physikbasierter Methoden,” in <i>Proceedings - 32.
    Workshop Computational Intelligence: Berlin, 1. - 2. Dezember 2022</i>, Berlin,
    Germany, 2022, pp. 119–124, doi: <a href="https://doi.org/10.5445/KSP/1000151141">10.5445/KSP/1000151141</a>.'
  mla: 'Junker, Annika, et al. “Autonomes Putten Mittels Datengetriebener Und Physikbasierter
    Methoden.” <i>Proceedings - 32. Workshop Computational Intelligence: Berlin, 1.
    - 2. Dezember 2022</i>, 2022, pp. 119–24, doi:<a href="https://doi.org/10.5445/KSP/1000151141">10.5445/KSP/1000151141</a>.'
  short: 'A. Junker, N. Fittkau, J. Timmermann, A. Trächtler, in: Proceedings - 32.
    Workshop Computational Intelligence: Berlin, 1. - 2. Dezember 2022, 2022, pp.
    119–124.'
conference:
  end_date: 2022-12-02
  location: Berlin, Germany
  name: 32. Workshop Computational Intelligence
  start_date: 2022-12-01
date_created: 2022-11-04T10:08:39Z
date_updated: 2026-04-01T05:59:13Z
department:
- _id: '153'
- _id: '880'
doi: 10.5445/KSP/1000151141
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://publikationen.bibliothek.kit.edu/1000151141
oa: '1'
page: 119-124
project:
- _id: '690'
  name: 'DART: Datengetriebene Methoden in der Regelungstechnik'
publication: 'Proceedings - 32. Workshop Computational Intelligence: Berlin, 1. -
  2. Dezember 2022'
quality_controlled: '1'
status: public
title: Autonomes Putten mittels datengetriebener und physikbasierter Methoden
type: conference
user_id: '41470'
year: '2022'
...
