---
_id: '48422'
author:
- first_name: Lynn
  full_name: Humpert, Lynn
  last_name: Humpert
- first_name: Amelie
  full_name: Tihlarik, Amelie
  last_name: Tihlarik
- first_name: Moritz
  full_name: Wäschle, Moritz
  last_name: Wäschle
- first_name: Harald
  full_name: Anacker, Harald
  last_name: Anacker
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: Albert
  full_name: Albers, Albert
  last_name: Albers
- first_name: Silke
  full_name: Röbenack, Silke
  last_name: Röbenack
- first_name: Sabine
  full_name: Pfeifer, Sabine
  last_name: Pfeifer
citation:
  ama: 'Humpert L, Tihlarik A, Wäschle M, et al. Investigating the potential of artificial
    intelligence for the employee from the perspective of AI-experts. In: <i>IEEE
    International Conference on Technology Management, Operations and Decisions (IEEE
    ICTMOD)</i>. ; 2023.'
  apa: Humpert, L., Tihlarik, A., Wäschle, M., Anacker, H., Dumitrescu, R., Albers,
    A., Röbenack, S., &#38; Pfeifer, S. (2023). Investigating the potential of artificial
    intelligence for the employee from the perspective of AI-experts. <i>IEEE International
    Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)</i>.
    IEEE International Conference on Technology Management, Operations and Decisions
    (IEEE ICTMOD)., Rabat, Marokko.
  bibtex: '@inproceedings{Humpert_Tihlarik_Wäschle_Anacker_Dumitrescu_Albers_Röbenack_Pfeifer_2023,
    title={Investigating the potential of artificial intelligence for the employee
    from the perspective of AI-experts}, booktitle={IEEE International Conference
    on Technology Management, Operations and Decisions (IEEE ICTMOD)}, author={Humpert,
    Lynn and Tihlarik, Amelie and Wäschle, Moritz and Anacker, Harald and Dumitrescu,
    Roman and Albers, Albert and Röbenack, Silke and Pfeifer, Sabine}, year={2023}
    }'
  chicago: Humpert, Lynn, Amelie Tihlarik, Moritz Wäschle, Harald Anacker, Roman Dumitrescu,
    Albert Albers, Silke Röbenack, and Sabine Pfeifer. “Investigating the Potential
    of Artificial Intelligence for the Employee from the Perspective of AI-Experts.”
    In <i>IEEE International Conference on Technology Management, Operations and Decisions
    (IEEE ICTMOD)</i>, 2023.
  ieee: L. Humpert <i>et al.</i>, “Investigating the potential of artificial intelligence
    for the employee from the perspective of AI-experts,” presented at the IEEE International
    Conference on Technology Management, Operations and Decisions (IEEE ICTMOD).,
    Rabat, Marokko, 2023.
  mla: Humpert, Lynn, et al. “Investigating the Potential of Artificial Intelligence
    for the Employee from the Perspective of AI-Experts.” <i>IEEE International Conference
    on Technology Management, Operations and Decisions (IEEE ICTMOD)</i>, 2023.
  short: 'L. Humpert, A. Tihlarik, M. Wäschle, H. Anacker, R. Dumitrescu, A. Albers,
    S. Röbenack, S. Pfeifer, in: IEEE International Conference on Technology Management,
    Operations and Decisions (IEEE ICTMOD), 2023.'
conference:
  end_date: 2023-11-24
  location: Rabat, Marokko
  name: IEEE International Conference on Technology Management, Operations and Decisions
    (IEEE ICTMOD).
  start_date: 2023-11-22
date_created: 2023-10-24T11:36:38Z
date_updated: 2023-10-24T11:36:42Z
department:
- _id: '563'
language:
- iso: eng
publication: IEEE International Conference on Technology Management, Operations and
  Decisions (IEEE ICTMOD)
status: public
title: Investigating the potential of artificial intelligence for the employee from
  the perspective of AI-experts
type: conference
user_id: '15782'
year: '2023'
...
---
_id: '48421'
author:
- first_name: Lynn
  full_name: Humpert, Lynn
  last_name: Humpert
- first_name: Kristin
  full_name: Zagatta, Kristin
  last_name: Zagatta
- first_name: Harald
  full_name: Anacker, Harald
  last_name: Anacker
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Humpert L, Zagatta K, Anacker H, Dumitrescu R. Identification of fields of
    action for validation in Systems Engineering. In: <i>IEEE International Conference
    on Technology Management, Operations and Decisions (IEEE ICTMOD)</i>. ; 2023.'
  apa: Humpert, L., Zagatta, K., Anacker, H., &#38; Dumitrescu, R. (2023). Identification
    of fields of action for validation in Systems Engineering. <i>IEEE International
    Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)</i>.
    IEEE International Conference on Technology Management, Operations and Decisions
    (IEEE ICTMOD), Rabat, Marokko.
  bibtex: '@inproceedings{Humpert_Zagatta_Anacker_Dumitrescu_2023, title={Identification
    of fields of action for validation in Systems Engineering}, booktitle={IEEE International
    Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)},
    author={Humpert, Lynn and Zagatta, Kristin and Anacker, Harald and Dumitrescu,
    Roman}, year={2023} }'
  chicago: Humpert, Lynn, Kristin Zagatta, Harald Anacker, and Roman Dumitrescu. “Identification
    of Fields of Action for Validation in Systems Engineering.” In <i>IEEE International
    Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)</i>,
    2023.
  ieee: L. Humpert, K. Zagatta, H. Anacker, and R. Dumitrescu, “Identification of
    fields of action for validation in Systems Engineering,” presented at the IEEE
    International Conference on Technology Management, Operations and Decisions (IEEE
    ICTMOD), Rabat, Marokko, 2023.
  mla: Humpert, Lynn, et al. “Identification of Fields of Action for Validation in
    Systems Engineering.” <i>IEEE International Conference on Technology Management,
    Operations and Decisions (IEEE ICTMOD)</i>, 2023.
  short: 'L. Humpert, K. Zagatta, H. Anacker, R. Dumitrescu, in: IEEE International
    Conference on Technology Management, Operations and Decisions (IEEE ICTMOD), 2023.'
conference:
  end_date: 2023-11-24
  location: Rabat, Marokko
  name: IEEE International Conference on Technology Management, Operations and Decisions
    (IEEE ICTMOD)
  start_date: 2023-11-22
date_created: 2023-10-24T11:32:27Z
date_updated: 2023-10-24T11:32:33Z
department:
- _id: '563'
language:
- iso: eng
publication: IEEE International Conference on Technology Management, Operations and
  Decisions (IEEE ICTMOD)
status: public
title: Identification of fields of action for validation in Systems Engineering
type: conference
user_id: '15782'
year: '2023'
...
---
_id: '48427'
author:
- first_name: Stefan
  full_name: Gabriel, Stefan
  last_name: Gabriel
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Gabriel S, Kühn A, Dumitrescu R. Strategic planning of the collaboration between
    humans and artificial intelligence in production. In: <i>Procedia CIRP</i>. ;
    2023.'
  apa: Gabriel, S., Kühn, A., &#38; Dumitrescu, R. (2023). Strategic planning of the
    collaboration between humans and artificial intelligence in production. <i>Procedia
    CIRP</i>. 72nd CIRP General Assembly, Dublin, Ireland.
  bibtex: '@inproceedings{Gabriel_Kühn_Dumitrescu_2023, title={Strategic planning
    of the collaboration between humans and artificial intelligence in production},
    booktitle={Procedia CIRP}, author={Gabriel, Stefan and Kühn, Arno and Dumitrescu,
    Roman}, year={2023} }'
  chicago: Gabriel, Stefan, Arno Kühn, and Roman Dumitrescu. “Strategic Planning of
    the Collaboration between Humans and Artificial Intelligence in Production.” In
    <i>Procedia CIRP</i>, 2023.
  ieee: S. Gabriel, A. Kühn, and R. Dumitrescu, “Strategic planning of the collaboration
    between humans and artificial intelligence in production,” presented at the 72nd
    CIRP General Assembly, Dublin, Ireland, 2023.
  mla: Gabriel, Stefan, et al. “Strategic Planning of the Collaboration between Humans
    and Artificial Intelligence in Production.” <i>Procedia CIRP</i>, 2023.
  short: 'S. Gabriel, A. Kühn, R. Dumitrescu, in: Procedia CIRP, 2023.'
conference:
  end_date: 2023-08-26
  location: Dublin, Ireland
  name: 72nd CIRP General Assembly
  start_date: 2023-08-20
date_created: 2023-10-24T12:00:10Z
date_updated: 2023-10-24T12:00:16Z
department:
- _id: '563'
language:
- iso: eng
publication: Procedia CIRP
status: public
title: Strategic planning of the collaboration between humans and artificial intelligence
  in production
type: conference
user_id: '15782'
year: '2023'
...
---
_id: '48425'
author:
- first_name: Enrik
  full_name: Mundt, Enrik
  last_name: Mundt
- first_name: Daria
  full_name: Wilke, Daria
  last_name: Wilke
- first_name: Harald
  full_name: Anacker, Harald
  last_name: Anacker
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Mundt E, Wilke D, Anacker H, Dumitrescu R. Principles for the effective application
    of Systems Engineering: A  systematic literature review and application use case.
    In: ; 2023.'
  apa: 'Mundt, E., Wilke, D., Anacker, H., &#38; Dumitrescu, R. (2023). <i>Principles
    for the effective application of Systems Engineering: A  systematic literature
    review and application use case</i>. IEEE SMC, Maui, Hawaii.'
  bibtex: '@inproceedings{Mundt_Wilke_Anacker_Dumitrescu_2023, title={Principles for
    the effective application of Systems Engineering: A  systematic literature review
    and application use case}, author={Mundt, Enrik and Wilke, Daria and Anacker,
    Harald and Dumitrescu, Roman}, year={2023} }'
  chicago: 'Mundt, Enrik, Daria Wilke, Harald Anacker, and Roman Dumitrescu. “Principles
    for the Effective Application of Systems Engineering: A  Systematic Literature
    Review and Application Use Case,” 2023.'
  ieee: 'E. Mundt, D. Wilke, H. Anacker, and R. Dumitrescu, “Principles for the effective
    application of Systems Engineering: A  systematic literature review and application
    use case,” presented at the IEEE SMC, Maui, Hawaii, 2023.'
  mla: 'Mundt, Enrik, et al. <i>Principles for the Effective Application of Systems
    Engineering: A  Systematic Literature Review and Application Use Case</i>. 2023.'
  short: 'E. Mundt, D. Wilke, H. Anacker, R. Dumitrescu, in: 2023.'
conference:
  end_date: 2023-10-4
  location: Maui, Hawaii
  name: IEEE SMC
  start_date: 2023-10-01
date_created: 2023-10-24T11:52:41Z
date_updated: 2023-10-24T12:12:31Z
department:
- _id: '563'
language:
- iso: eng
status: public
title: 'Principles for the effective application of Systems Engineering: A  systematic
  literature review and application use case'
type: conference
user_id: '15782'
year: '2023'
...
---
_id: '48426'
author:
- first_name: Julian
  full_name: Tekaat, Julian
  last_name: Tekaat
- first_name: Daria
  full_name: Wilke, Daria
  last_name: Wilke
- first_name: Harald
  full_name: Anacker, Harald
  last_name: Anacker
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Tekaat J, Wilke D, Anacker H, Dumitrescu R. Integration von Design Thinking
    in Systems Engineering mit Hilfe des Systemdenkens. In: ; 2023.'
  apa: Tekaat, J., Wilke, D., Anacker, H., &#38; Dumitrescu, R. (2023). <i>Integration
    von Design Thinking in Systems Engineering mit Hilfe des Systemdenkens</i>. TdSE
    2023, Würzburg.
  bibtex: '@inproceedings{Tekaat_Wilke_Anacker_Dumitrescu_2023, title={Integration
    von Design Thinking in Systems Engineering mit Hilfe des Systemdenkens}, author={Tekaat,
    Julian and Wilke, Daria and Anacker, Harald and Dumitrescu, Roman}, year={2023}
    }'
  chicago: Tekaat, Julian, Daria Wilke, Harald Anacker, and Roman Dumitrescu. “Integration
    von Design Thinking in Systems Engineering Mit Hilfe Des Systemdenkens,” 2023.
  ieee: J. Tekaat, D. Wilke, H. Anacker, and R. Dumitrescu, “Integration von Design
    Thinking in Systems Engineering mit Hilfe des Systemdenkens,” presented at the
    TdSE 2023, Würzburg, 2023.
  mla: Tekaat, Julian, et al. <i>Integration von Design Thinking in Systems Engineering
    Mit Hilfe Des Systemdenkens</i>. 2023.
  short: 'J. Tekaat, D. Wilke, H. Anacker, R. Dumitrescu, in: 2023.'
conference:
  end_date: 2023-11-17
  location: Würzburg
  name: TdSE 2023
  start_date: 2023-11-15
date_created: 2023-10-24T11:56:41Z
date_updated: 2023-10-24T11:56:55Z
department:
- _id: '563'
language:
- iso: eng
status: public
title: Integration von Design Thinking in Systems Engineering mit Hilfe des Systemdenkens
type: conference
user_id: '15782'
year: '2023'
...
---
_id: '46069'
author:
- first_name: Fritz
  full_name: Seebauer, Fritz
  last_name: Seebauer
- first_name: Michael
  full_name: Kuhlmann, Michael
  id: '49871'
  last_name: Kuhlmann
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
- first_name: Petra
  full_name: Wagner, Petra
  last_name: Wagner
citation:
  ama: 'Seebauer F, Kuhlmann M, Haeb-Umbach R, Wagner P. Re-examining the quality
    dimensions of synthetic speech. In: <i>12th Speech Synthesis Workshop (SSW) 2023</i>.
    ; 2023.'
  apa: Seebauer, F., Kuhlmann, M., Haeb-Umbach, R., &#38; Wagner, P. (2023). Re-examining
    the quality dimensions of synthetic speech. <i>12th Speech Synthesis Workshop
    (SSW) 2023</i>.
  bibtex: '@inproceedings{Seebauer_Kuhlmann_Haeb-Umbach_Wagner_2023, title={Re-examining
    the quality dimensions of synthetic speech}, booktitle={12th Speech Synthesis
    Workshop (SSW) 2023}, author={Seebauer, Fritz and Kuhlmann, Michael and Haeb-Umbach,
    Reinhold and Wagner, Petra}, year={2023} }'
  chicago: Seebauer, Fritz, Michael Kuhlmann, Reinhold Haeb-Umbach, and Petra Wagner.
    “Re-Examining the Quality Dimensions of Synthetic Speech.” In <i>12th Speech Synthesis
    Workshop (SSW) 2023</i>, 2023.
  ieee: F. Seebauer, M. Kuhlmann, R. Haeb-Umbach, and P. Wagner, “Re-examining the
    quality dimensions of synthetic speech,” 2023.
  mla: Seebauer, Fritz, et al. “Re-Examining the Quality Dimensions of Synthetic Speech.”
    <i>12th Speech Synthesis Workshop (SSW) 2023</i>, 2023.
  short: 'F. Seebauer, M. Kuhlmann, R. Haeb-Umbach, P. Wagner, in: 12th Speech Synthesis
    Workshop (SSW) 2023, 2023.'
date_created: 2023-07-15T16:10:20Z
date_updated: 2023-10-25T08:42:56Z
department:
- _id: '54'
has_accepted_license: '1'
language:
- iso: eng
project:
- _id: '129'
  grant_number: '438445824'
  name: 'TRR 318 - C06: TRR 318 - Technisch unterstütztes Erklären von Stimmcharakteristika
    (Teilprojekt C06)'
publication: 12th Speech Synthesis Workshop (SSW) 2023
status: public
title: Re-examining the quality dimensions of synthetic speech
type: conference
user_id: '242'
year: '2023'
...
---
_id: '48502'
abstract:
- lang: eng
  text: The prediction of photon echoes is an important technique for gaining an understanding
    of optical quantum systems. However, this requires a large number of simulations
    with varying parameters and/or input pulses, which renders numerical studies expensive.
    This article investigates how we can use data-driven surrogate models based on
    the Koopman operator to accelerate this process. In order to be successful, we
    require a model that is accurate over a large number of time steps. To this end,
    we employ a bilinear Koopman model using extended dynamic mode decomposition and
    simulate the optical Bloch equations for an ensemble of inhomogeneously broadened
    two-level systems. Such systems are well suited to describe the excitation of
    excitonic resonances in semiconductor nanostructures, for example, ensembles of
    semiconductor quantum dots. We perform a detailed study on the required number
    of system simulations such that the resulting data-driven Koopman model is sufficiently
    accurate for a wide range of parameter settings. We analyze the L2 error and the
    relative error of the photon echo peak and investigate how the control positions
    relate to the stabilization. After proper training, the dynamics of the quantum
    ensemble can be predicted accurately and numerically very efficiently by our methods.
author:
- first_name: Sebastian
  full_name: Peitz, Sebastian
  id: '47427'
  last_name: Peitz
  orcid: 0000-0002-3389-793X
- first_name: Anna
  full_name: Hunstig, Anna
  last_name: Hunstig
- first_name: Hendrik
  full_name: Rose, Hendrik
  id: '55958'
  last_name: Rose
  orcid: 0000-0002-3079-5428
- first_name: Torsten
  full_name: Meier, Torsten
  id: '344'
  last_name: Meier
  orcid: 0000-0001-8864-2072
citation:
  ama: Peitz S, Hunstig A, Rose H, Meier T. Accelerating the analysis of optical quantum
    systems using the Koopman operator. Published online 2023.
  apa: Peitz, S., Hunstig, A., Rose, H., &#38; Meier, T. (2023). <i>Accelerating the
    analysis of optical quantum systems using the Koopman operator</i>.
  bibtex: '@article{Peitz_Hunstig_Rose_Meier_2023, title={Accelerating the analysis
    of optical quantum systems using the Koopman operator}, author={Peitz, Sebastian
    and Hunstig, Anna and Rose, Hendrik and Meier, Torsten}, year={2023} }'
  chicago: Peitz, Sebastian, Anna Hunstig, Hendrik Rose, and Torsten Meier. “Accelerating
    the Analysis of Optical Quantum Systems Using the Koopman Operator,” 2023.
  ieee: S. Peitz, A. Hunstig, H. Rose, and T. Meier, “Accelerating the analysis of
    optical quantum systems using the Koopman operator.” 2023.
  mla: Peitz, Sebastian, et al. <i>Accelerating the Analysis of Optical Quantum Systems
    Using the Koopman Operator</i>. 2023.
  short: S. Peitz, A. Hunstig, H. Rose, T. Meier, (2023).
date_created: 2023-10-27T09:40:59Z
date_updated: 2023-10-27T10:05:07Z
department:
- _id: '655'
- _id: '623'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/pdf/2310.16578.pdf
oa: '1'
status: public
title: Accelerating the analysis of optical quantum systems using the Koopman operator
type: preprint
user_id: '47427'
year: '2023'
...
---
_id: '48532'
author:
- first_name: Godiana Hagile
  full_name: Philipo, Godiana Hagile
  id: '88505'
  last_name: Philipo
- first_name: Josephine Nakato
  full_name: Kakande, Josephine Nakato
  id: '88649'
  last_name: Kakande
- first_name: Stefan
  full_name: Krauter, Stefan
  id: '28836'
  last_name: Krauter
  orcid: 0000-0002-3594-260X
citation:
  ama: 'Philipo GH, Kakande JN, Krauter S. Combined Economic and Emission Dispatch
    of a Microgrid Considering Multiple Generators. In: <i>Proceedings of the 2023
    IEEE PES/IAS PowerAfrica Conference</i>. ; 2023.'
  apa: Philipo, G. H., Kakande, J. N., &#38; Krauter, S. (2023). Combined Economic
    and Emission Dispatch of a Microgrid Considering Multiple Generators. <i>Proceedings
    of the 2023 IEEE PES/IAS PowerAfrica Conference</i>. 2023 IEEE PES/IAS PowerAfrica
    Conference, Marrakech, Morocco.
  bibtex: '@inproceedings{Philipo_Kakande_Krauter_2023, title={Combined Economic and
    Emission Dispatch of a Microgrid Considering Multiple Generators}, booktitle={Proceedings
    of the 2023 IEEE PES/IAS PowerAfrica Conference}, author={Philipo, Godiana Hagile
    and Kakande, Josephine Nakato and Krauter, Stefan}, year={2023} }'
  chicago: Philipo, Godiana Hagile, Josephine Nakato Kakande, and Stefan Krauter.
    “Combined Economic and Emission Dispatch of a Microgrid Considering Multiple Generators.”
    In <i>Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference</i>, 2023.
  ieee: G. H. Philipo, J. N. Kakande, and S. Krauter, “Combined Economic and Emission
    Dispatch of a Microgrid Considering Multiple Generators,” presented at the 2023
    IEEE PES/IAS PowerAfrica Conference, Marrakech, Morocco, 2023.
  mla: Philipo, Godiana Hagile, et al. “Combined Economic and Emission Dispatch of
    a Microgrid Considering Multiple Generators.” <i>Proceedings of the 2023 IEEE
    PES/IAS PowerAfrica Conference</i>, 2023.
  short: 'G.H. Philipo, J.N. Kakande, S. Krauter, in: Proceedings of the 2023 IEEE
    PES/IAS PowerAfrica Conference, 2023.'
conference:
  end_date: 2023-11-10
  location: Marrakech, Morocco
  name: 2023 IEEE PES/IAS PowerAfrica Conference
  start_date: 2023-11-06
date_created: 2023-10-27T13:33:09Z
date_updated: 2023-10-29T09:28:48Z
department:
- _id: '53'
language:
- iso: eng
publication: Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference
status: public
title: Combined Economic and Emission Dispatch of a Microgrid Considering Multiple
  Generators
type: conference
user_id: '16148'
year: '2023'
...
---
_id: '48533'
author:
- first_name: Josephine Nakato
  full_name: Kakande, Josephine Nakato
  id: '88649'
  last_name: Kakande
- first_name: Godiana Hagile
  full_name: Philipo, Godiana Hagile
  id: '88505'
  last_name: Philipo
- first_name: Stefan
  full_name: Krauter, Stefan
  id: '28836'
  last_name: Krauter
  orcid: 0000-0002-3594-260X
citation:
  ama: 'Kakande JN, Philipo GH, Krauter S. Demand side management potential of refrigeration
    appliances. In: <i>Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference</i>.
    ; 2023.'
  apa: Kakande, J. N., Philipo, G. H., &#38; Krauter, S. (2023). Demand side management
    potential of refrigeration appliances. <i>Proceedings of the 2023 IEEE PES/IAS
    PowerAfrica Conference</i>. 2023 IEEE PES/IAS PowerAfrica Conference, Marrakech,
    Morocco.
  bibtex: '@inproceedings{Kakande_Philipo_Krauter_2023, title={Demand side management
    potential of refrigeration appliances}, booktitle={Proceedings of the 2023 IEEE
    PES/IAS PowerAfrica Conference}, author={Kakande, Josephine Nakato and Philipo,
    Godiana Hagile and Krauter, Stefan}, year={2023} }'
  chicago: Kakande, Josephine Nakato, Godiana Hagile Philipo, and Stefan Krauter.
    “Demand Side Management Potential of Refrigeration Appliances.” In <i>Proceedings
    of the 2023 IEEE PES/IAS PowerAfrica Conference</i>, 2023.
  ieee: J. N. Kakande, G. H. Philipo, and S. Krauter, “Demand side management potential
    of refrigeration appliances,” presented at the 2023 IEEE PES/IAS PowerAfrica Conference,
    Marrakech, Morocco, 2023.
  mla: Kakande, Josephine Nakato, et al. “Demand Side Management Potential of Refrigeration
    Appliances.” <i>Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference</i>,
    2023.
  short: 'J.N. Kakande, G.H. Philipo, S. Krauter, in: Proceedings of the 2023 IEEE
    PES/IAS PowerAfrica Conference, 2023.'
conference:
  end_date: 2023-11-10
  location: Marrakech, Morocco
  name: 2023 IEEE PES/IAS PowerAfrica Conference
  start_date: 2023-11-06
date_created: 2023-10-27T13:35:46Z
date_updated: 2023-10-29T09:26:55Z
department:
- _id: '53'
language:
- iso: eng
publication: Proceedings of the 2023 IEEE PES/IAS PowerAfrica Conference
status: public
title: Demand side management potential of refrigeration appliances
type: conference
user_id: '16148'
year: '2023'
...
---
_id: '48531'
author:
- first_name: Godiana Hagile
  full_name: Philipo, Godiana Hagile
  id: '88505'
  last_name: Philipo
- first_name: Josephine Nakato
  full_name: Kakande, Josephine Nakato
  id: '88649'
  last_name: Kakande
- first_name: Stefan
  full_name: Krauter, Stefan
  id: '28836'
  last_name: Krauter
  orcid: 0000-0002-3594-260X
citation:
  ama: 'Philipo GH, Kakande JN, Krauter S. Demand-Side-Management for Optimal dispatch
    of an Isolated Solar Microgrid. In: <i>Proceedings of the 2023 IEEE AFRICON, 
    Nairobi, Kenya</i>. ; 2023.'
  apa: Philipo, G. H., Kakande, J. N., &#38; Krauter, S. (2023). Demand-Side-Management
    for Optimal dispatch of an Isolated Solar Microgrid. <i>Proceedings of the 2023
    IEEE AFRICON,  Nairobi, Kenya</i>. IEEE AFRICON,  Nairobi, Kenya.
  bibtex: '@inproceedings{Philipo_Kakande_Krauter_2023, title={Demand-Side-Management
    for Optimal dispatch of an Isolated Solar Microgrid}, booktitle={Proceedings of
    the 2023 IEEE AFRICON,  Nairobi, Kenya}, author={Philipo, Godiana Hagile and Kakande,
    Josephine Nakato and Krauter, Stefan}, year={2023} }'
  chicago: Philipo, Godiana Hagile, Josephine Nakato Kakande, and Stefan Krauter.
    “Demand-Side-Management for Optimal Dispatch of an Isolated Solar Microgrid.”
    In <i>Proceedings of the 2023 IEEE AFRICON,  Nairobi, Kenya</i>, 2023.
  ieee: G. H. Philipo, J. N. Kakande, and S. Krauter, “Demand-Side-Management for
    Optimal dispatch of an Isolated Solar Microgrid,” presented at the IEEE AFRICON,  Nairobi,
    Kenya, 2023.
  mla: Philipo, Godiana Hagile, et al. “Demand-Side-Management for Optimal Dispatch
    of an Isolated Solar Microgrid.” <i>Proceedings of the 2023 IEEE AFRICON,  Nairobi,
    Kenya</i>, 2023.
  short: 'G.H. Philipo, J.N. Kakande, S. Krauter, in: Proceedings of the 2023 IEEE
    AFRICON,  Nairobi, Kenya, 2023.'
conference:
  end_date: 2023-09-22
  location: ' Nairobi, Kenya'
  name: IEEE AFRICON
  start_date: 2023-09-20
date_created: 2023-10-27T13:30:45Z
date_updated: 2023-10-29T09:28:15Z
department:
- _id: '53'
language:
- iso: eng
publication: Proceedings of the 2023 IEEE AFRICON,  Nairobi, Kenya
status: public
title: Demand-Side-Management for Optimal dispatch of an Isolated Solar Microgrid
type: conference
user_id: '16148'
year: '2023'
...
---
_id: '35602'
abstract:
- lang: eng
  text: "Continuous Speech Separation (CSS) has been proposed to address speech overlaps
    during the analysis of realistic meeting-like conversations by eliminating any
    overlaps before further processing.\r\nCSS separates a recording of arbitrarily
    many speakers into a small number of overlap-free output channels, where each
    output channel may contain speech of multiple speakers.\r\nThis is often done
    by applying a conventional separation model trained with Utterance-level Permutation
    Invariant Training (uPIT), which exclusively maps a speaker to an output channel,
    in sliding window approach called stitching.\r\nRecently, we introduced an alternative
    training scheme called Graph-PIT that teaches the separation network to directly
    produce output streams in the required format without stitching.\r\nIt can handle
    an arbitrary number of speakers as long as never more of them overlap at the same
    time than the separator has output channels.\r\nIn this contribution, we further
    investigate the Graph-PIT training scheme.\r\nWe show in extended experiments
    that models trained with Graph-PIT also work in challenging reverberant conditions.\r\nModels
    trained in this way are able to perform segment-less CSS, i.e., without stitching,
    and achieve comparable and often better separation quality than the conventional
    CSS with uPIT and stitching.\r\nWe simplify the training schedule for Graph-PIT
    with the recently proposed Source Aggregated Signal-to-Distortion Ratio (SA-SDR)
    loss.\r\nIt eliminates unfavorable properties of the previously used A-SDR loss
    and thus enables training with Graph-PIT from scratch.\r\nGraph-PIT training relaxes
    the constraints w.r.t. the allowed numbers of speakers and speaking patterns which
    allows using a larger variety of training data.\r\nFurthermore, we introduce novel
    signal-level evaluation metrics for meeting scenarios, namely the source-aggregated
    scale- and convolution-invariant Signal-to-Distortion Ratio (SA-SI-SDR and SA-CI-SDR),
    which are generalizations of the commonly used SDR-based metrics for the CSS case."
article_type: original
author:
- first_name: Thilo
  full_name: von Neumann, Thilo
  id: '49870'
  last_name: von Neumann
  orcid: https://orcid.org/0000-0002-7717-8670
- first_name: Keisuke
  full_name: Kinoshita, Keisuke
  last_name: Kinoshita
- first_name: Christoph
  full_name: Boeddeker, Christoph
  id: '40767'
  last_name: Boeddeker
- first_name: Marc
  full_name: Delcroix, Marc
  last_name: Delcroix
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
citation:
  ama: 'von Neumann T, Kinoshita K, Boeddeker C, Delcroix M, Haeb-Umbach R. Segment-Less
    Continuous Speech Separation of Meetings: Training and Evaluation Criteria. <i>IEEE/ACM
    Transactions on Audio, Speech, and Language Processing</i>. 2023;31:576-589. doi:<a
    href="https://doi.org/10.1109/taslp.2022.3228629">10.1109/taslp.2022.3228629</a>'
  apa: 'von Neumann, T., Kinoshita, K., Boeddeker, C., Delcroix, M., &#38; Haeb-Umbach,
    R. (2023). Segment-Less Continuous Speech Separation of Meetings: Training and
    Evaluation Criteria. <i>IEEE/ACM Transactions on Audio, Speech, and Language Processing</i>,
    <i>31</i>, 576–589. <a href="https://doi.org/10.1109/taslp.2022.3228629">https://doi.org/10.1109/taslp.2022.3228629</a>'
  bibtex: '@article{von Neumann_Kinoshita_Boeddeker_Delcroix_Haeb-Umbach_2023, title={Segment-Less
    Continuous Speech Separation of Meetings: Training and Evaluation Criteria}, volume={31},
    DOI={<a href="https://doi.org/10.1109/taslp.2022.3228629">10.1109/taslp.2022.3228629</a>},
    journal={IEEE/ACM Transactions on Audio, Speech, and Language Processing}, publisher={Institute
    of Electrical and Electronics Engineers (IEEE)}, author={von Neumann, Thilo and
    Kinoshita, Keisuke and Boeddeker, Christoph and Delcroix, Marc and Haeb-Umbach,
    Reinhold}, year={2023}, pages={576–589} }'
  chicago: 'Neumann, Thilo von, Keisuke Kinoshita, Christoph Boeddeker, Marc Delcroix,
    and Reinhold Haeb-Umbach. “Segment-Less Continuous Speech Separation of Meetings:
    Training and Evaluation Criteria.” <i>IEEE/ACM Transactions on Audio, Speech,
    and Language Processing</i> 31 (2023): 576–89. <a href="https://doi.org/10.1109/taslp.2022.3228629">https://doi.org/10.1109/taslp.2022.3228629</a>.'
  ieee: 'T. von Neumann, K. Kinoshita, C. Boeddeker, M. Delcroix, and R. Haeb-Umbach,
    “Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation
    Criteria,” <i>IEEE/ACM Transactions on Audio, Speech, and Language Processing</i>,
    vol. 31, pp. 576–589, 2023, doi: <a href="https://doi.org/10.1109/taslp.2022.3228629">10.1109/taslp.2022.3228629</a>.'
  mla: 'von Neumann, Thilo, et al. “Segment-Less Continuous Speech Separation of Meetings:
    Training and Evaluation Criteria.” <i>IEEE/ACM Transactions on Audio, Speech,
    and Language Processing</i>, vol. 31, Institute of Electrical and Electronics
    Engineers (IEEE), 2023, pp. 576–89, doi:<a href="https://doi.org/10.1109/taslp.2022.3228629">10.1109/taslp.2022.3228629</a>.'
  short: T. von Neumann, K. Kinoshita, C. Boeddeker, M. Delcroix, R. Haeb-Umbach,
    IEEE/ACM Transactions on Audio, Speech, and Language Processing 31 (2023) 576–589.
date_created: 2023-01-09T17:24:17Z
date_updated: 2023-11-15T12:16:11Z
ddc:
- '000'
department:
- _id: '54'
doi: 10.1109/taslp.2022.3228629
file:
- access_level: open_access
  content_type: application/pdf
  creator: haebumb
  date_created: 2023-01-09T17:46:05Z
  date_updated: 2023-01-11T08:50:19Z
  file_id: '35607'
  file_name: main.pdf
  file_size: 7185077
  relation: main_file
file_date_updated: 2023-01-11T08:50:19Z
has_accepted_license: '1'
intvolume: '        31'
keyword:
- Continuous Speech Separation
- Source Separation
- Graph-PIT
- Dynamic Programming
- Permutation Invariant Training
language:
- iso: eng
oa: '1'
page: 576-589
project:
- _id: '52'
  name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: IEEE/ACM Transactions on Audio, Speech, and Language Processing
publication_identifier:
  issn:
  - 2329-9290
  - 2329-9304
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
quality_controlled: '1'
status: public
title: 'Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation
  Criteria'
type: journal_article
user_id: '49870'
volume: 31
year: '2023'
...
---
_id: '46460'
author:
- first_name: Axel-Cyrille
  full_name: Ngonga Ngomo, Axel-Cyrille
  id: '65716'
  last_name: Ngonga Ngomo
- first_name: Caglar
  full_name: Demir, Caglar
  id: '43817'
  last_name: Demir
- first_name: N'Dah Jean
  full_name: Kouagou, N'Dah Jean
  id: '87189'
  last_name: Kouagou
- first_name: Stefan
  full_name: Heindorf, Stefan
  id: '11871'
  last_name: Heindorf
  orcid: 0000-0002-4525-6865
- first_name: Nikoloas
  full_name: Karalis, Nikoloas
  last_name: Karalis
- first_name: Alexander
  full_name: Bigerl, Alexander
  id: '72857'
  last_name: Bigerl
citation:
  ama: 'Ngonga Ngomo A-C, Demir C, Kouagou NJ, Heindorf S, Karalis N, Bigerl A. Class
    Expression Learning with Multiple Representations. In: <i>Compendium of Neurosymbolic
    Artificial Intelligence</i>. IOS Press; 2023:272–286.'
  apa: Ngonga Ngomo, A.-C., Demir, C., Kouagou, N. J., Heindorf, S., Karalis, N.,
    &#38; Bigerl, A. (2023). Class Expression Learning with Multiple Representations.
    In <i>Compendium of Neurosymbolic Artificial Intelligence</i> (pp. 272–286). IOS
    Press.
  bibtex: '@inbook{Ngonga Ngomo_Demir_Kouagou_Heindorf_Karalis_Bigerl_2023, title={Class
    Expression Learning with Multiple Representations}, booktitle={Compendium of Neurosymbolic
    Artificial Intelligence}, publisher={IOS Press}, author={Ngonga Ngomo, Axel-Cyrille
    and Demir, Caglar and Kouagou, N’Dah Jean and Heindorf, Stefan and Karalis, Nikoloas
    and Bigerl, Alexander}, year={2023}, pages={272–286} }'
  chicago: Ngonga Ngomo, Axel-Cyrille, Caglar Demir, N’Dah Jean Kouagou, Stefan Heindorf,
    Nikoloas Karalis, and Alexander Bigerl. “Class Expression Learning with Multiple
    Representations.” In <i>Compendium of Neurosymbolic Artificial Intelligence</i>,
    272–286. IOS Press, 2023.
  ieee: A.-C. Ngonga Ngomo, C. Demir, N. J. Kouagou, S. Heindorf, N. Karalis, and
    A. Bigerl, “Class Expression Learning with Multiple Representations,” in <i>Compendium
    of Neurosymbolic Artificial Intelligence</i>, IOS Press, 2023, pp. 272–286.
  mla: Ngonga Ngomo, Axel-Cyrille, et al. “Class Expression Learning with Multiple
    Representations.” <i>Compendium of Neurosymbolic Artificial Intelligence</i>,
    IOS Press, 2023, pp. 272–286.
  short: 'A.-C. Ngonga Ngomo, C. Demir, N.J. Kouagou, S. Heindorf, N. Karalis, A.
    Bigerl, in: Compendium of Neurosymbolic Artificial Intelligence, IOS Press, 2023,
    pp. 272–286.'
date_created: 2023-08-08T11:49:51Z
date_updated: 2023-11-21T08:06:20Z
department:
- _id: '760'
- _id: '574'
language:
- iso: eng
page: 272–286
publication: Compendium of Neurosymbolic Artificial Intelligence
publisher: IOS Press
status: public
title: Class Expression Learning with Multiple Representations
type: book_chapter
user_id: '14931'
year: '2023'
...
---
_id: '49109'
abstract:
- lang: eng
  text: "We propose a diarization system, that estimates “who spoke when” based on
    spatial information, to be used as a front-end of a meeting transcription system
    running on the signals gathered from an acoustic sensor network (ASN). Although
    the\r\nspatial distribution of the microphones is advantageous, exploiting the
    spatial diversity for diarization and signal enhancement is challenging, because
    the microphones’ positions are typically unknown, and the recorded signals are
    initially unsynchronized in general. Here, we approach these issues by first blindly
    synchronizing the signals and then estimating time differences of arrival (TDOAs).
    The TDOA information is exploited to estimate the speakers’ activity, even in
    the presence of multiple speakers being simultaneously active. This speaker activity
    information serves as a guide for a spatial mixture model, on which basis the
    individual speaker’s signals are extracted via beamforming. Finally, the extracted
    signals are forwarded to a speech recognizer. Additionally, a novel initialization
    scheme for spatial mixture models based on the TDOA estimates is proposed. Experiments
    conducted on real recordings from the LibriWASN data set have shown that our proposed
    system is advantageous compared to a system using a spatial mixture model, which
    does not make use\r\nof external diarization information."
author:
- first_name: Tobias
  full_name: Gburrek, Tobias
  id: '44006'
  last_name: Gburrek
- first_name: Joerg
  full_name: Schmalenstroeer, Joerg
  id: '460'
  last_name: Schmalenstroeer
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
citation:
  ama: 'Gburrek T, Schmalenstroeer J, Haeb-Umbach R. Spatial Diarization for Meeting
    Transcription with Ad-Hoc Acoustic Sensor Networks. In: <i>Proc. Asilomar Conference
    on Signals, Systems, and Computers</i>. ; 2023.'
  apa: Gburrek, T., Schmalenstroeer, J., &#38; Haeb-Umbach, R. (2023). Spatial Diarization
    for Meeting Transcription with Ad-Hoc Acoustic Sensor Networks. <i>Proc. Asilomar
    Conference on Signals, Systems, and Computers</i>. 57th Asilomar Conference on
    Signals, Systems, and Computers.
  bibtex: '@inproceedings{Gburrek_Schmalenstroeer_Haeb-Umbach_2023, title={Spatial
    Diarization for Meeting Transcription with Ad-Hoc Acoustic Sensor Networks}, booktitle={Proc.
    Asilomar Conference on Signals, Systems, and Computers}, author={Gburrek, Tobias
    and Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold}, year={2023} }'
  chicago: Gburrek, Tobias, Joerg Schmalenstroeer, and Reinhold Haeb-Umbach. “Spatial
    Diarization for Meeting Transcription with Ad-Hoc Acoustic Sensor Networks.” In
    <i>Proc. Asilomar Conference on Signals, Systems, and Computers</i>, 2023.
  ieee: T. Gburrek, J. Schmalenstroeer, and R. Haeb-Umbach, “Spatial Diarization for
    Meeting Transcription with Ad-Hoc Acoustic Sensor Networks,” presented at the
    57th Asilomar Conference on Signals, Systems, and Computers, 2023.
  mla: Gburrek, Tobias, et al. “Spatial Diarization for Meeting Transcription with
    Ad-Hoc Acoustic Sensor Networks.” <i>Proc. Asilomar Conference on Signals, Systems,
    and Computers</i>, 2023.
  short: 'T. Gburrek, J. Schmalenstroeer, R. Haeb-Umbach, in: Proc. Asilomar Conference
    on Signals, Systems, and Computers, 2023.'
conference:
  end_date: 2023-11-01
  name: 57th Asilomar Conference on Signals, Systems, and Computers
  start_date: 2023-10-31
date_created: 2023-11-22T07:52:29Z
date_updated: 2023-11-22T07:58:49Z
ddc:
- '004'
department:
- _id: '54'
file:
- access_level: open_access
  content_type: application/pdf
  creator: schmalen
  date_created: 2023-11-22T07:51:18Z
  date_updated: 2023-11-22T07:58:49Z
  file_id: '49110'
  file_name: asilomar.pdf
  file_size: 212317
  relation: main_file
file_date_updated: 2023-11-22T07:58:49Z
has_accepted_license: '1'
keyword:
- Diarization
- time difference of arrival
- ad-hoc acoustic sensor network
- meeting transcription
language:
- iso: eng
oa: '1'
publication: Proc. Asilomar Conference on Signals, Systems, and Computers
quality_controlled: '1'
status: public
title: Spatial Diarization for Meeting Transcription with Ad-Hoc Acoustic Sensor Networks
type: conference
user_id: '460'
year: '2023'
...
---
_id: '47854'
author:
- first_name: Michel
  full_name: Scholtysik, Michel
  id: '50562'
  last_name: Scholtysik
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Malte
  full_name: Rohde, Malte
  last_name: Rohde
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Scholtysik M, Koldewey C, Rohde M, Dumitrescu R. Integrative conceptualization
    of products and business models for the circular economy: A systematic literature
    review. <i>Procedia CIRP</i>. 2023;119:841-846. doi:<a href="https://doi.org/10.1016/j.procir.2023.03.129">10.1016/j.procir.2023.03.129</a>'
  apa: 'Scholtysik, M., Koldewey, C., Rohde, M., &#38; Dumitrescu, R. (2023). Integrative
    conceptualization of products and business models for the circular economy: A
    systematic literature review. <i>Procedia CIRP</i>, <i>119</i>, 841–846. <a href="https://doi.org/10.1016/j.procir.2023.03.129">https://doi.org/10.1016/j.procir.2023.03.129</a>'
  bibtex: '@article{Scholtysik_Koldewey_Rohde_Dumitrescu_2023, title={Integrative
    conceptualization of products and business models for the circular economy: A
    systematic literature review}, volume={119}, DOI={<a href="https://doi.org/10.1016/j.procir.2023.03.129">10.1016/j.procir.2023.03.129</a>},
    journal={Procedia CIRP}, publisher={Elsevier BV}, author={Scholtysik, Michel and
    Koldewey, Christian and Rohde, Malte and Dumitrescu, Roman}, year={2023}, pages={841–846}
    }'
  chicago: 'Scholtysik, Michel, Christian Koldewey, Malte Rohde, and Roman Dumitrescu.
    “Integrative Conceptualization of Products and Business Models for the Circular
    Economy: A Systematic Literature Review.” <i>Procedia CIRP</i> 119 (2023): 841–46.
    <a href="https://doi.org/10.1016/j.procir.2023.03.129">https://doi.org/10.1016/j.procir.2023.03.129</a>.'
  ieee: 'M. Scholtysik, C. Koldewey, M. Rohde, and R. Dumitrescu, “Integrative conceptualization
    of products and business models for the circular economy: A systematic literature
    review,” <i>Procedia CIRP</i>, vol. 119, pp. 841–846, 2023, doi: <a href="https://doi.org/10.1016/j.procir.2023.03.129">10.1016/j.procir.2023.03.129</a>.'
  mla: 'Scholtysik, Michel, et al. “Integrative Conceptualization of Products and
    Business Models for the Circular Economy: A Systematic Literature Review.” <i>Procedia
    CIRP</i>, vol. 119, Elsevier BV, 2023, pp. 841–46, doi:<a href="https://doi.org/10.1016/j.procir.2023.03.129">10.1016/j.procir.2023.03.129</a>.'
  short: M. Scholtysik, C. Koldewey, M. Rohde, R. Dumitrescu, Procedia CIRP 119 (2023)
    841–846.
date_created: 2023-10-09T06:27:05Z
date_updated: 2023-11-30T10:50:49Z
department:
- _id: '563'
doi: 10.1016/j.procir.2023.03.129
intvolume: '       119'
keyword:
- General Medicine
language:
- iso: eng
page: 841-846
publication: Procedia CIRP
publication_identifier:
  issn:
  - 2212-8271
publication_status: published
publisher: Elsevier BV
status: public
title: 'Integrative conceptualization of products and business models for the circular
  economy: A systematic literature review'
type: journal_article
user_id: '50562'
volume: 119
year: '2023'
...
---
_id: '47855'
alternative_title:
- Leitfaden zur Strategieentwicklung, Auswirkungsanalyse und Umsetzungsplanung
author:
- first_name: Michel
  full_name: Scholtysik, Michel
  id: '50562'
  last_name: Scholtysik
- first_name: Christian
  full_name: Koldewey, Christian
  last_name: Koldewey
- first_name: Roman
  full_name: Dumitrescu, Roman
  last_name: Dumitrescu
- first_name: Anja
  full_name: Rasor, Anja
  last_name: Rasor
- first_name: Patrick
  full_name: Ködding, Patrick
  last_name: Ködding
- first_name: Arthur
  full_name: Wegel, Arthur
  last_name: Wegel
- first_name: Lena
  full_name: Fischer, Lena
  last_name: Fischer
citation:
  ama: Scholtysik M, Koldewey C, Dumitrescu R, et al. <i>Die Transformation Zum Smart
    Service-Anbieter</i>.; 2023.
  apa: Scholtysik, M., Koldewey, C., Dumitrescu, R., Rasor, A., Ködding, P., Wegel,
    A., &#38; Fischer, L. (2023). <i>Die Transformation zum Smart Service-Anbieter</i>.
  bibtex: '@book{Scholtysik_Koldewey_Dumitrescu_Rasor_Ködding_Wegel_Fischer_2023,
    title={Die Transformation zum Smart Service-Anbieter}, author={Scholtysik, Michel
    and Koldewey, Christian and Dumitrescu, Roman and Rasor, Anja and Ködding, Patrick
    and Wegel, Arthur and Fischer, Lena}, year={2023} }'
  chicago: Scholtysik, Michel, Christian Koldewey, Roman Dumitrescu, Anja Rasor, Patrick
    Ködding, Arthur Wegel, and Lena Fischer. <i>Die Transformation Zum Smart Service-Anbieter</i>,
    2023.
  ieee: M. Scholtysik <i>et al.</i>, <i>Die Transformation zum Smart Service-Anbieter</i>.
    2023.
  mla: Scholtysik, Michel, et al. <i>Die Transformation Zum Smart Service-Anbieter</i>.
    2023.
  short: M. Scholtysik, C. Koldewey, R. Dumitrescu, A. Rasor, P. Ködding, A. Wegel,
    L. Fischer, Die Transformation Zum Smart Service-Anbieter, 2023.
date_created: 2023-10-09T06:29:11Z
date_updated: 2023-11-30T10:51:49Z
department:
- _id: '563'
language:
- iso: eng
status: public
title: Die Transformation zum Smart Service-Anbieter
type: report
user_id: '50562'
year: '2023'
...
---
_id: '49349'
author:
- first_name: Michel
  full_name: Scholtysik, Michel
  id: '50562'
  last_name: Scholtysik
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
- first_name: Christoph
  full_name: Pierenkemper, Christoph
  last_name: Pierenkemper
- first_name: Christian
  full_name: Hensen, Christian
  last_name: Hensen
citation:
  ama: 'Scholtysik M, Koldewey C, Dumitrescu R, Pierenkemper C, Hensen C. Einstieg
    in die Kreislaufwirtschaft: Integrative Planung von Produkten und Geschäftsmodellen.
    In: ; 2023.'
  apa: 'Scholtysik, M., Koldewey, C., Dumitrescu, R., Pierenkemper, C., &#38; Hensen,
    C. (2023). <i>Einstieg in die Kreislaufwirtschaft: Integrative Planung von Produkten
    und Geschäftsmodellen</i>.'
  bibtex: '@inproceedings{Scholtysik_Koldewey_Dumitrescu_Pierenkemper_Hensen_2023,
    title={Einstieg in die Kreislaufwirtschaft: Integrative Planung von Produkten
    und Geschäftsmodellen}, author={Scholtysik, Michel and Koldewey, Christian and
    Dumitrescu, Roman and Pierenkemper, Christoph and Hensen, Christian}, year={2023}
    }'
  chicago: 'Scholtysik, Michel, Christian Koldewey, Roman Dumitrescu, Christoph Pierenkemper,
    and Christian Hensen. “Einstieg in Die Kreislaufwirtschaft: Integrative Planung
    von Produkten Und Geschäftsmodellen,” 2023.'
  ieee: 'M. Scholtysik, C. Koldewey, R. Dumitrescu, C. Pierenkemper, and C. Hensen,
    “Einstieg in die Kreislaufwirtschaft: Integrative Planung von Produkten und Geschäftsmodellen,”
    2023.'
  mla: 'Scholtysik, Michel, et al. <i>Einstieg in Die Kreislaufwirtschaft: Integrative
    Planung von Produkten Und Geschäftsmodellen</i>. 2023.'
  short: 'M. Scholtysik, C. Koldewey, R. Dumitrescu, C. Pierenkemper, C. Hensen, in:
    2023.'
date_created: 2023-11-29T16:33:57Z
date_updated: 2023-11-30T10:51:31Z
department:
- _id: '563'
language:
- iso: eng
status: public
title: 'Einstieg in die Kreislaufwirtschaft: Integrative Planung von Produkten und
  Geschäftsmodellen'
type: conference
user_id: '50562'
year: '2023'
...
---
_id: '49322'
author:
- first_name: Patrick
  full_name: Ködding, Patrick
  id: '45402'
  last_name: Ködding
- first_name: Denis
  full_name: Tissen, Denis
  id: '44458'
  last_name: Tissen
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
citation:
  ama: 'Ködding P, Tissen D, Koldewey C. A Data Map for Product Creation: Tasks, Data
    Flows, and IT-Systems from the Initial Idea to the Start of Production. In: <i>Proceedings
    of the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23</i>. Elsevier
    Ltd.'
  apa: 'Ködding, P., Tissen, D., &#38; Koldewey, C. (n.d.). A Data Map for Product
    Creation: Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start
    of Production. <i>Proceedings of the 56th CIRP Conference on Manufacturing Systems,
    CIRP CMS ‘23</i>. 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23,
    Capetown, South Africa.'
  bibtex: '@inproceedings{Ködding_Tissen_Koldewey, title={A Data Map for Product Creation:
    Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start of Production},
    booktitle={Proceedings of the 56th CIRP Conference on Manufacturing Systems, CIRP
    CMS ‘23}, publisher={Elsevier Ltd.}, author={Ködding, Patrick and Tissen, Denis
    and Koldewey, Christian} }'
  chicago: 'Ködding, Patrick, Denis Tissen, and Christian Koldewey. “A Data Map for
    Product Creation: Tasks, Data Flows, and IT-Systems from the Initial Idea to the
    Start of Production.” In <i>Proceedings of the 56th CIRP Conference on Manufacturing
    Systems, CIRP CMS ‘23</i>. Elsevier Ltd., n.d.'
  ieee: 'P. Ködding, D. Tissen, and C. Koldewey, “A Data Map for Product Creation:
    Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start of Production,”
    presented at the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23,
    Capetown, South Africa.'
  mla: 'Ködding, Patrick, et al. “A Data Map for Product Creation: Tasks, Data Flows,
    and IT-Systems from the Initial Idea to the Start of Production.” <i>Proceedings
    of the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23</i>, Elsevier
    Ltd.'
  short: 'P. Ködding, D. Tissen, C. Koldewey, in: Proceedings of the 56th CIRP Conference
    on Manufacturing Systems, CIRP CMS ‘23, Elsevier Ltd., n.d.'
conference:
  end_date: 2023-10-26
  location: Capetown, South Africa
  name: 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23
  start_date: 2023-10-24
date_created: 2023-11-29T10:08:06Z
date_updated: 2023-11-30T11:45:06Z
department:
- _id: '563'
language:
- iso: eng
publication: Proceedings of the 56th CIRP Conference on Manufacturing Systems, CIRP
  CMS ‘23
publication_status: inpress
publisher: Elsevier Ltd.
status: public
title: 'A Data Map for Product Creation: Tasks, Data Flows, and IT-Systems from the
  Initial Idea to the Start of Production'
type: conference
user_id: '44458'
year: '2023'
...
---
_id: '49365'
author:
- first_name: Jonathan
  full_name: Brock, Jonathan
  last_name: Brock
- first_name: Niclas
  full_name: Rempe, Niclas
  last_name: Rempe
- first_name: Sebastian
  full_name: von Enzberg, Sebastian
  last_name: von Enzberg
- first_name: Arno
  full_name: Kühn, Arno
  last_name: Kühn
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Brock J, Rempe N, von Enzberg S, Kühn A, Dumitrescu R. A Framework For The
    Domain-Driven Utilization Of Manufacturing Sensor Data In Process Mining: An Action
    Design Approach. In: <i>5th Conference on Production Systems and Logistics </i>.
    ; 2023.'
  apa: 'Brock, J., Rempe, N., von Enzberg, S., Kühn, A., &#38; Dumitrescu, R. (2023).
    A Framework For The Domain-Driven Utilization Of Manufacturing Sensor Data In
    Process Mining: An Action Design Approach. <i>5th Conference on Production Systems
    and Logistics </i>. CONFERENCE ON PRODUCTION SYSTEMS AND LOGISTICS, CPSL 2023
    , STELLENBOSCH,  SOUTH AFRICA.'
  bibtex: '@inproceedings{Brock_Rempe_von Enzberg_Kühn_Dumitrescu_2023, title={A Framework
    For The Domain-Driven Utilization Of Manufacturing Sensor Data In Process Mining:
    An Action Design Approach}, booktitle={5th Conference on Production Systems and
    Logistics }, author={Brock, Jonathan and Rempe, Niclas and von Enzberg, Sebastian
    and Kühn, Arno and Dumitrescu, Roman}, year={2023} }'
  chicago: 'Brock, Jonathan, Niclas Rempe, Sebastian von Enzberg, Arno Kühn, and Roman
    Dumitrescu. “A Framework For The Domain-Driven Utilization Of Manufacturing Sensor
    Data In Process Mining: An Action Design Approach.” In <i>5th Conference on Production
    Systems and Logistics </i>, 2023.'
  ieee: 'J. Brock, N. Rempe, S. von Enzberg, A. Kühn, and R. Dumitrescu, “A Framework
    For The Domain-Driven Utilization Of Manufacturing Sensor Data In Process Mining:
    An Action Design Approach,” presented at the CONFERENCE ON PRODUCTION SYSTEMS
    AND LOGISTICS, CPSL 2023 , STELLENBOSCH,  SOUTH AFRICA, 2023.'
  mla: 'Brock, Jonathan, et al. “A Framework For The Domain-Driven Utilization Of
    Manufacturing Sensor Data In Process Mining: An Action Design Approach.” <i>5th
    Conference on Production Systems and Logistics </i>, 2023.'
  short: 'J. Brock, N. Rempe, S. von Enzberg, A. Kühn, R. Dumitrescu, in: 5th Conference
    on Production Systems and Logistics , 2023.'
conference:
  end_date: 2023-11-17
  location: STELLENBOSCH,  SOUTH AFRICA
  name: 'CONFERENCE ON PRODUCTION SYSTEMS AND LOGISTICS, CPSL 2023 '
  start_date: 2023-11-14
date_created: 2023-11-30T11:11:44Z
date_updated: 2023-11-30T11:11:48Z
department:
- _id: '563'
language:
- iso: eng
publication: '5th Conference on Production Systems and Logistics '
status: public
title: 'A Framework For The Domain-Driven Utilization Of Manufacturing Sensor Data
  In Process Mining: An Action Design Approach'
type: conference
user_id: '15782'
year: '2023'
...
---
_id: '49362'
author:
- first_name: Julian
  full_name: Weller, Julian
  last_name: Weller
- first_name: Nico
  full_name: Migenda, Nico
  last_name: Migenda
- first_name: Arthur
  full_name: Wegel, Arthur
  last_name: Wegel
- first_name: Martin
  full_name: Kohlhase, Martin
  last_name: Kohlhase
- first_name: Wolfram
  full_name: Schenk, Wolfram
  last_name: Schenk
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Weller J, Migenda N, Wegel A, Kohlhase M, Schenk W, Dumitrescu R. Conceptual
    Framework for Prescriptive Analytics based on decision Theory. In: <i>IEEE ADACIS
    2023</i>. ; 2023.'
  apa: Weller, J., Migenda, N., Wegel, A., Kohlhase, M., Schenk, W., &#38; Dumitrescu,
    R. (2023). Conceptual Framework for Prescriptive Analytics based on decision Theory.
    <i>IEEE ADACIS 2023</i>. The 2023 IEEE International Conference on Advances in
    Data-Driven Analytics and Intelligent Systems, Marrakesh, Marokko.
  bibtex: '@inproceedings{Weller_Migenda_Wegel_Kohlhase_Schenk_Dumitrescu_2023, title={Conceptual
    Framework for Prescriptive Analytics based on decision Theory}, booktitle={IEEE
    ADACIS 2023}, author={Weller, Julian and Migenda, Nico and Wegel, Arthur and Kohlhase,
    Martin and Schenk, Wolfram and Dumitrescu, Roman}, year={2023} }'
  chicago: Weller, Julian, Nico Migenda, Arthur Wegel, Martin Kohlhase, Wolfram Schenk,
    and Roman Dumitrescu. “Conceptual Framework for Prescriptive Analytics Based on
    Decision Theory.” In <i>IEEE ADACIS 2023</i>, 2023.
  ieee: J. Weller, N. Migenda, A. Wegel, M. Kohlhase, W. Schenk, and R. Dumitrescu,
    “Conceptual Framework for Prescriptive Analytics based on decision Theory,” presented
    at the The 2023 IEEE International Conference on Advances in Data-Driven Analytics
    and Intelligent Systems, Marrakesh, Marokko, 2023.
  mla: Weller, Julian, et al. “Conceptual Framework for Prescriptive Analytics Based
    on Decision Theory.” <i>IEEE ADACIS 2023</i>, 2023.
  short: 'J. Weller, N. Migenda, A. Wegel, M. Kohlhase, W. Schenk, R. Dumitrescu,
    in: IEEE ADACIS 2023, 2023.'
conference:
  end_date: 2023-11-25
  location: Marrakesh, Marokko
  name: The 2023 IEEE International Conference on Advances in Data-Driven Analytics
    and Intelligent Systems
  start_date: 2023-11-23
date_created: 2023-11-30T10:33:42Z
date_updated: 2023-11-30T11:30:06Z
department:
- _id: '563'
language:
- iso: eng
publication: IEEE ADACIS 2023
status: public
title: Conceptual Framework for Prescriptive Analytics based on decision Theory
type: conference
user_id: '15782'
year: '2023'
...
---
_id: '47836'
author:
- first_name: Patrick
  full_name: Ködding, Patrick
  id: '45402'
  last_name: Ködding
- first_name: Christian
  full_name: Koldewey, Christian
  id: '43136'
  last_name: Koldewey
  orcid: https://orcid.org/0000-0001-7992-6399
- first_name: Roman
  full_name: Dumitrescu, Roman
  id: '16190'
  last_name: Dumitrescu
citation:
  ama: 'Ködding P, Koldewey C, Dumitrescu R. A Reference Process Model for Scenario-based
    Foresight. In: <i>Proceedings of the XXXII ISPIM Innovation Conference</i>. ;
    2023.'
  apa: 'Ködding, P., Koldewey, C., &#38; Dumitrescu, R. (2023). A Reference Process
    Model for Scenario-based Foresight. <i>Proceedings of the XXXII ISPIM Innovation
    Conference</i>. ISPIM Innovation Conference: Innovation and Circular Economy.'
  bibtex: '@inproceedings{Ködding_Koldewey_Dumitrescu_2023, title={A Reference Process
    Model for Scenario-based Foresight}, booktitle={Proceedings of the XXXII ISPIM
    Innovation Conference}, author={Ködding, Patrick and Koldewey, Christian and Dumitrescu,
    Roman}, year={2023} }'
  chicago: Ködding, Patrick, Christian Koldewey, and Roman Dumitrescu. “A Reference
    Process Model for Scenario-Based Foresight.” In <i>Proceedings of the XXXII ISPIM
    Innovation Conference</i>, 2023.
  ieee: 'P. Ködding, C. Koldewey, and R. Dumitrescu, “A Reference Process Model for
    Scenario-based Foresight,” presented at the ISPIM Innovation Conference: Innovation
    and Circular Economy, 2023.'
  mla: Ködding, Patrick, et al. “A Reference Process Model for Scenario-Based Foresight.”
    <i>Proceedings of the XXXII ISPIM Innovation Conference</i>, 2023.
  short: 'P. Ködding, C. Koldewey, R. Dumitrescu, in: Proceedings of the XXXII ISPIM
    Innovation Conference, 2023.'
conference:
  name: 'ISPIM Innovation Conference: Innovation and Circular Economy'
date_created: 2023-10-06T12:41:17Z
date_updated: 2023-11-30T11:46:09Z
department:
- _id: '563'
language:
- iso: eng
publication: Proceedings of the XXXII ISPIM Innovation Conference
status: public
title: A Reference Process Model for Scenario-based Foresight
type: conference
user_id: '45402'
year: '2023'
...
