---
_id: '47961'
abstract:
- lang: eng
  text: <jats:p>Due to failures or even the absence of an electricity grid, microgrid
    systems are becoming popular solutions for electrifying African rural communities.
    However, they are heavily stressed and complex to control due to their intermittency
    and demand growth. Demand side management (DSM) serves as an option to increase
    the level of flexibility on the demand side by scheduling users’ consumption patterns
    profiles in response to supply. This paper proposes a demand-side management strategy
    based on load shifting and peak clipping. The proposed approach was modelled in
    a MATLAB/Simulink R2021a environment and was optimized using the artificial neural
    network (ANN) algorithm. Simulations were carried out to test the model’s efficacy
    in a stand-alone PV-battery microgrid in East Africa. The proposed algorithm reduces
    the peak demand, smoothing the load profile to the desired level, and improves
    the system’s peak to average ratio (PAR). The presence of deferrable loads has
    been considered to bring more flexible demand-side management. Results promise
    decreases in peak demand and peak to average ratio of about 31.2% and 7.5% through
    peak clipping. In addition, load shifting promises more flexibility to customers.</jats:p>
article_number: '5215'
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. Neural Network-Based Demand-Side Management
    in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting and Peak-Clipping.
    <i>Energies</i>. 2022;15(14). doi:<a href="https://doi.org/10.3390/en15145215">10.3390/en15145215</a>
  apa: Philipo, G. H., Kakande, J. N., &#38; Krauter, S. (2022). Neural Network-Based
    Demand-Side Management in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting
    and Peak-Clipping. <i>Energies</i>, <i>15</i>(14), Article 5215. <a href="https://doi.org/10.3390/en15145215">https://doi.org/10.3390/en15145215</a>
  bibtex: '@article{Philipo_Kakande_Krauter_2022, title={Neural Network-Based Demand-Side
    Management in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting and
    Peak-Clipping}, volume={15}, DOI={<a href="https://doi.org/10.3390/en15145215">10.3390/en15145215</a>},
    number={145215}, journal={Energies}, publisher={MDPI AG}, author={Philipo, Godiana
    Hagile and Kakande, Josephine Nakato and Krauter, Stefan}, year={2022} }'
  chicago: Philipo, Godiana Hagile, Josephine Nakato Kakande, and Stefan Krauter.
    “Neural Network-Based Demand-Side Management in a Stand-Alone Solar PV-Battery
    Microgrid Using Load-Shifting and Peak-Clipping.” <i>Energies</i> 15, no. 14 (2022).
    <a href="https://doi.org/10.3390/en15145215">https://doi.org/10.3390/en15145215</a>.
  ieee: 'G. H. Philipo, J. N. Kakande, and S. Krauter, “Neural Network-Based Demand-Side
    Management in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting and
    Peak-Clipping,” <i>Energies</i>, vol. 15, no. 14, Art. no. 5215, 2022, doi: <a
    href="https://doi.org/10.3390/en15145215">10.3390/en15145215</a>.'
  mla: Philipo, Godiana Hagile, et al. “Neural Network-Based Demand-Side Management
    in a Stand-Alone Solar PV-Battery Microgrid Using Load-Shifting and Peak-Clipping.”
    <i>Energies</i>, vol. 15, no. 14, 5215, MDPI AG, 2022, doi:<a href="https://doi.org/10.3390/en15145215">10.3390/en15145215</a>.
  short: G.H. Philipo, J.N. Kakande, S. Krauter, Energies 15 (2022).
date_created: 2023-10-11T08:13:13Z
date_updated: 2024-10-17T08:46:23Z
department:
- _id: '53'
doi: 10.3390/en15145215
intvolume: '        15'
issue: '14'
keyword:
- Energy (miscellaneous)
- Energy Engineering and Power Technology
- Renewable Energy
- Sustainability and the Environment
- Electrical and Electronic Engineering
- Control and Optimization
- Engineering (miscellaneous)
- Building and Construction
language:
- iso: eng
publication: Energies
publication_identifier:
  issn:
  - 1996-1073
publication_status: published
publisher: MDPI AG
status: public
title: Neural Network-Based Demand-Side Management in a Stand-Alone Solar PV-Battery
  Microgrid Using Load-Shifting and Peak-Clipping
type: journal_article
user_id: '16148'
volume: 15
year: '2022'
...
---
_id: '51343'
abstract:
- lang: eng
  text: This paper presents preliminary work on the formalization of three prominent
    cognitive biases in the diagnostic reasoning process over epileptic seizures,
    psychogenic seizures and syncopes. Diagnostic reasoning is understood as iterative
    exploration of medical evidence. This exploration is represented as a partially
    observable Markov decision process where the state (i.e., the correct diagnosis)
    is uncertain. Observation likelihoods and belief updates are computed using a
    Bayesian network which defines the interrelation between medical risk factors,
    diagnoses and potential findings. The decision problem is solved via partially
    observable upper confidence bounds for trees in Monte-Carlo planning. We compute
    a biased diagnostic exploration policy by altering the generated state transition,
    observation and reward during look ahead simulations. The resulting diagnostic
    policies reproduce reasoning errors which have only been described informally
    in the medical literature. We plan to use this formal representation in the future
    to inversely detect and classify biased reasoning in actual diagnostic trajectories
    obtained from physicians.
author:
- first_name: Dominik
  full_name: Battefeld, Dominik
  id: '91864'
  last_name: Battefeld
  orcid: 0000-0002-5480-0594
- first_name: Stefan
  full_name: Kopp, Stefan
  last_name: Kopp
citation:
  ama: 'Battefeld D, Kopp S. Formalizing cognitive biases in medical diagnostic reasoning.
    In: <i>Proceedings of the 8th Workshop on Formal and Cognitive Reasoning</i>.
    ; 2022.'
  apa: Battefeld, D., &#38; Kopp, S. (2022). Formalizing cognitive biases in medical
    diagnostic reasoning. <i>Proceedings of the 8th Workshop on Formal and Cognitive
    Reasoning</i>. 8th Workshop on Formal and Cognitive Reasoning (FCR), Trier.
  bibtex: '@inproceedings{Battefeld_Kopp_2022, title={Formalizing cognitive biases
    in medical diagnostic reasoning}, booktitle={Proceedings of the 8th Workshop on
    Formal and Cognitive Reasoning}, author={Battefeld, Dominik and Kopp, Stefan},
    year={2022} }'
  chicago: Battefeld, Dominik, and Stefan Kopp. “Formalizing Cognitive Biases in Medical
    Diagnostic Reasoning.” In <i>Proceedings of the 8th Workshop on Formal and Cognitive
    Reasoning</i>, 2022.
  ieee: D. Battefeld and S. Kopp, “Formalizing cognitive biases in medical diagnostic
    reasoning,” presented at the 8th Workshop on Formal and Cognitive Reasoning (FCR),
    Trier, 2022.
  mla: Battefeld, Dominik, and Stefan Kopp. “Formalizing Cognitive Biases in Medical
    Diagnostic Reasoning.” <i>Proceedings of the 8th Workshop on Formal and Cognitive
    Reasoning</i>, 2022.
  short: 'D. Battefeld, S. Kopp, in: Proceedings of the 8th Workshop on Formal and
    Cognitive Reasoning, 2022.'
conference:
  end_date: 2022-09-23
  location: Trier
  name: 8th Workshop on Formal and Cognitive Reasoning (FCR)
  start_date: '2022-09-19 '
date_created: 2024-02-14T09:06:04Z
date_updated: 2024-10-31T10:00:01Z
ddc:
- '000'
department:
- _id: '660'
file:
- access_level: closed
  content_type: application/pdf
  creator: doba2
  date_created: 2024-10-31T09:59:46Z
  date_updated: 2024-10-31T09:59:46Z
  file_id: '56846'
  file_name: paper8.pdf
  file_size: 261528
  relation: main_file
  success: 1
file_date_updated: 2024-10-31T09:59:46Z
has_accepted_license: '1'
keyword:
- Diagnostic reasoning
- Cognitive bias
- Cognitive model
- POMDP
- Bayesian network
- Epilepsy
- CDSS
language:
- iso: eng
project:
- _id: '128'
  name: 'TRR 318 - C5: TRR 318 - Subproject C5'
publication: Proceedings of the 8th Workshop on Formal and Cognitive Reasoning
quality_controlled: '1'
status: public
title: Formalizing cognitive biases in medical diagnostic reasoning
type: conference
user_id: '91864'
year: '2022'
...
---
_id: '56470'
author:
- first_name: Hilke
  full_name: Teubert, Hilke
  id: '41891'
  last_name: Teubert
- first_name: Christina
  full_name: Zobe, Christina
  last_name: Zobe
citation:
  ama: Teubert H, Zobe C. <i>Kleine Spiele planen, spielen und auswerten. Beitrag
    zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends</i>. Zugriff
    am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/;
    2022.
  apa: Teubert, H., &#38; Zobe, C. (2022). <i>Kleine Spiele planen, spielen und auswerten.
    Beitrag zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends</i>.
    Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/.
  bibtex: '@book{Teubert_Zobe_2022, title={Kleine Spiele planen, spielen und auswerten.
    Beitrag zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends},
    publisher={Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/},
    author={Teubert, Hilke and Zobe, Christina}, year={2022} }'
  chicago: Teubert, Hilke, and Christina Zobe. <i>Kleine Spiele planen, spielen und
    auswerten. Beitrag zur Spielesammlung für den Sportunterricht by Teubert &#38;
    Friends</i>. Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/,
    2022.
  ieee: H. Teubert and C. Zobe, <i>Kleine Spiele planen, spielen und auswerten. Beitrag
    zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends</i>. Zugriff
    am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/,
    2022.
  mla: Teubert, Hilke, and Christina Zobe. <i>Kleine Spiele planen, spielen und auswerten.
    Beitrag zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends</i>.
    Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/,
    2022.
  short: H. Teubert, C. Zobe, Kleine Spiele planen, spielen und auswerten. Beitrag
    zur Spielesammlung für den Sportunterricht by Teubert &#38; Friends, Zugriff am
    DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/,
    2022.
date_created: 2024-10-09T12:20:55Z
date_updated: 2024-11-05T08:05:29Z
department:
- _id: '174'
- _id: '320'
language:
- iso: ger
publisher: Zugriff am DATUM unter https://wimasu.de/kleine-spiele-im-sportunterricht-planen-spielen-auswerten/
status: public
title: Kleine Spiele planen, spielen und auswerten. Beitrag zur Spielesammlung für
  den Sportunterricht by Teubert & Friends
type: book
user_id: '41891'
year: '2022'
...
---
_id: '56446'
author:
- first_name: Hilke
  full_name: Teubert, Hilke
  id: '41891'
  last_name: Teubert
citation:
  ama: Teubert H. <i>8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht</i>.
    Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/;
    2022.
  apa: Teubert, H. (2022). <i>8 schöne Kennenlern- und Kooperationsspiele für den
    Sportunterricht</i>. Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/.
  bibtex: '@book{Teubert_2022, title={8 schöne Kennenlern- und Kooperationsspiele
    für den Sportunterricht}, publisher={Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/},
    author={Teubert, Hilke}, year={2022} }'
  chicago: Teubert, Hilke. <i>8 schöne Kennenlern- und Kooperationsspiele für den
    Sportunterricht</i>. Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/,
    2022.
  ieee: H. Teubert, <i>8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht</i>.
    Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/,
    2022.
  mla: Teubert, Hilke. <i>8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht</i>.
    Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/,
    2022.
  short: H. Teubert, 8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht,
    Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/,
    2022.
date_created: 2024-10-09T10:35:29Z
date_updated: 2024-11-05T08:03:00Z
department:
- _id: '174'
- _id: '320'
language:
- iso: ger
publisher: Zugriff unter https://wimasu.de/8-schoene-kennenlern-und-kooperationsspiele-fuer-den-sportunterricht/
status: public
title: 8 schöne Kennenlern- und Kooperationsspiele für den Sportunterricht
type: book
user_id: '41891'
year: '2022'
...
---
_id: '56447'
author:
- first_name: Hilke
  full_name: Teubert, Hilke
  id: '41891'
  last_name: Teubert
citation:
  ama: 'Teubert H. Einblicke in die Online-Lehre der Fachausbildung Bewegen an Geräten
    im „Corona-Sommersemester 2020“ an der Universität Paderborn. In: Menze-Sonneck
    A, Vinken PM, eds. <i>Kompetenzorientierung und Bewegungsexpertise im Turnen.
    11. Jahrestagung der dvs-Kommission Gerätturnen vom 01.-03.09.2020</i>. Feldhaus
    Verlag; 2022:111-119.'
  apa: Teubert, H. (2022). Einblicke in die Online-Lehre der Fachausbildung Bewegen
    an Geräten im „Corona-Sommersemester 2020“ an der Universität Paderborn. In A.
    Menze-Sonneck &#38; P. M. Vinken (Eds.), <i>Kompetenzorientierung und Bewegungsexpertise
    im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen vom 01.-03.09.2020</i>
    (pp. 111–119). Feldhaus Verlag.
  bibtex: '@inbook{Teubert_2022, title={Einblicke in die Online-Lehre der Fachausbildung
    Bewegen an Geräten im „Corona-Sommersemester 2020“ an der Universität Paderborn},
    booktitle={Kompetenzorientierung und Bewegungsexpertise im Turnen. 11. Jahrestagung
    der dvs-Kommission Gerätturnen vom 01.-03.09.2020}, publisher={Feldhaus Verlag},
    author={Teubert, Hilke}, editor={Menze-Sonneck, Andrea and Vinken, Pia Maria},
    year={2022}, pages={111–119} }'
  chicago: Teubert, Hilke. “Einblicke in die Online-Lehre der Fachausbildung Bewegen
    an Geräten im „Corona-Sommersemester 2020“ an der Universität Paderborn.” In <i>Kompetenzorientierung
    und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen
    vom 01.-03.09.2020</i>, edited by Andrea Menze-Sonneck and Pia Maria Vinken, 111–19.
    Feldhaus Verlag, 2022.
  ieee: H. Teubert, “Einblicke in die Online-Lehre der Fachausbildung Bewegen an Geräten
    im „Corona-Sommersemester 2020“ an der Universität Paderborn,” in <i>Kompetenzorientierung
    und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen
    vom 01.-03.09.2020</i>, A. Menze-Sonneck and P. M. Vinken, Eds. Feldhaus Verlag,
    2022, pp. 111–119.
  mla: Teubert, Hilke. “Einblicke in die Online-Lehre der Fachausbildung Bewegen an
    Geräten im „Corona-Sommersemester 2020“ an der Universität Paderborn.” <i>Kompetenzorientierung
    und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen
    vom 01.-03.09.2020</i>, edited by Andrea Menze-Sonneck and Pia Maria Vinken, Feldhaus
    Verlag, 2022, pp. 111–19.
  short: 'H. Teubert, in: A. Menze-Sonneck, P.M. Vinken (Eds.), Kompetenzorientierung
    und Bewegungsexpertise im Turnen. 11. Jahrestagung der dvs-Kommission Gerätturnen
    vom 01.-03.09.2020, Feldhaus Verlag, 2022, pp. 111–119.'
date_created: 2024-10-09T10:44:42Z
date_updated: 2024-11-05T10:30:24Z
department:
- _id: '174'
- _id: '320'
editor:
- first_name: Andrea
  full_name: Menze-Sonneck, Andrea
  last_name: Menze-Sonneck
- first_name: Pia Maria
  full_name: Vinken, Pia Maria
  last_name: Vinken
language:
- iso: ger
page: 111-119
publication: Kompetenzorientierung und Bewegungsexpertise im Turnen. 11. Jahrestagung
  der dvs-Kommission Gerätturnen vom 01.-03.09.2020
publisher: Feldhaus Verlag
status: public
title: Einblicke in die Online-Lehre der Fachausbildung Bewegen an Geräten im „Corona-Sommersemester
  2020“ an der Universität Paderborn
type: book_chapter
user_id: '41891'
year: '2022'
...
---
_id: '56469'
author:
- first_name: Hilke
  full_name: Teubert, Hilke
  id: '41891'
  last_name: Teubert
citation:
  ama: Teubert H. <i>Kennenlernen und Kooperieren. Die Große Spielesammlung für den
    Sportunterricht.</i> Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/;
    2022.
  apa: Teubert, H. (2022). <i>Kennenlernen und Kooperieren. Die Große Spielesammlung
    für den Sportunterricht.</i> Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/.
  bibtex: '@book{Teubert_2022, title={Kennenlernen und Kooperieren. Die Große Spielesammlung
    für den Sportunterricht.}, publisher={Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/},
    author={Teubert, Hilke}, year={2022} }'
  chicago: Teubert, Hilke. <i>Kennenlernen und Kooperieren. Die Große Spielesammlung
    für den Sportunterricht.</i> Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/,
    2022.
  ieee: H. Teubert, <i>Kennenlernen und Kooperieren. Die Große Spielesammlung für
    den Sportunterricht.</i> Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/,
    2022.
  mla: Teubert, Hilke. <i>Kennenlernen und Kooperieren. Die Große Spielesammlung für
    den Sportunterricht.</i> Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/,
    2022.
  short: H. Teubert, Kennenlernen und Kooperieren. Die Große Spielesammlung für den
    Sportunterricht., Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/,
    2022.
date_created: 2024-10-09T12:18:49Z
date_updated: 2024-11-07T09:20:19Z
department:
- _id: '174'
- _id: '320'
language:
- iso: ger
publisher: Eingeschränkter Zugriff am DATUM unter https://wimasu.de/shop/kleine-spiele-kennenlernen-kooperieren/
status: public
title: Kennenlernen und Kooperieren. Die Große Spielesammlung für den Sportunterricht.
type: book
user_id: '41891'
year: '2022'
...
---
_id: '50288'
alternative_title:
- Posterpräsentation auf der EARLI Konferenz, SIG 14
author:
- first_name: Desiree
  full_name: Daniel-Söltenfuß, Desiree
  id: '10186'
  last_name: Daniel-Söltenfuß
- first_name: Friederike
  full_name: Breuing, Friederike
  last_name: Breuing
citation:
  ama: 'Daniel-Söltenfuß D, Breuing F. Innovation and transfer processes in the German
    VET-system. Insights into the meta-research project “ITiB.” In: ; 2022.'
  apa: Daniel-Söltenfuß, D., &#38; Breuing, F. (2022). <i>Innovation and transfer
    processes in the German VET-system. Insights into the meta-research project “ITiB.”</i>
    EARLI Konferenz, SIG 14, Universität Paderborn.
  bibtex: '@inproceedings{Daniel-Söltenfuß_Breuing_2022, title={Innovation and transfer
    processes in the German VET-system. Insights into the meta-research project “ITiB”},
    author={Daniel-Söltenfuß, Desiree and Breuing, Friederike}, year={2022} }'
  chicago: Daniel-Söltenfuß, Desiree, and Friederike Breuing. “Innovation and Transfer
    Processes in the German VET-System. Insights into the Meta-Research Project ‘ITiB,’”
    2022.
  ieee: D. Daniel-Söltenfuß and F. Breuing, “Innovation and transfer processes in
    the German VET-system. Insights into the meta-research project ‘ITiB,’” presented
    at the EARLI Konferenz, SIG 14, Universität Paderborn, 2022.
  mla: Daniel-Söltenfuß, Desiree, and Friederike Breuing. <i>Innovation and Transfer
    Processes in the German VET-System. Insights into the Meta-Research Project “ITiB.”</i>
    2022.
  short: 'D. Daniel-Söltenfuß, F. Breuing, in: 2022.'
conference:
  end_date: 2022-08-19
  location: Universität Paderborn
  name: EARLI Konferenz, SIG 14
  start_date: 2022-08-17
date_created: 2024-01-08T08:55:54Z
date_updated: 2024-11-07T09:57:15Z
department:
- _id: '208'
language:
- iso: eng
status: public
title: Innovation and transfer processes in the German VET-system. Insights into the
  meta-research project 'ITiB'
type: conference_abstract
user_id: '10186'
year: '2022'
...
---
_id: '43002'
author:
- first_name: Alicia
  full_name: Schott, Alicia
  last_name: Schott
- first_name: Moritz
  full_name: Neukötter, Moritz
  id: '45530'
  last_name: Neukötter
  orcid: 0000-0001-9101-8828
citation:
  ama: Schott A, Neukötter M. <i>Entwicklung einer Anlage zur Pulverabscheidung im
    Filament Extension Atomization Prozess</i>.; 2022.
  apa: Schott, A., &#38; Neukötter, M. (2022). <i>Entwicklung einer Anlage zur Pulverabscheidung
    im Filament Extension Atomization Prozess</i>.
  bibtex: '@book{Schott_Neukötter_2022, title={Entwicklung einer Anlage zur Pulverabscheidung
    im Filament Extension Atomization Prozess}, author={Schott, Alicia and Neukötter,
    Moritz}, year={2022} }'
  chicago: Schott, Alicia, and Moritz Neukötter. <i>Entwicklung einer Anlage zur Pulverabscheidung
    im Filament Extension Atomization Prozess</i>, 2022.
  ieee: A. Schott and M. Neukötter, <i>Entwicklung einer Anlage zur Pulverabscheidung
    im Filament Extension Atomization Prozess</i>. 2022.
  mla: Schott, Alicia, and Moritz Neukötter. <i>Entwicklung einer Anlage zur Pulverabscheidung
    im Filament Extension Atomization Prozess</i>. 2022.
  short: A. Schott, M. Neukötter, Entwicklung einer Anlage zur Pulverabscheidung im
    Filament Extension Atomization Prozess, 2022.
date_created: 2023-03-14T08:58:50Z
date_updated: 2024-11-08T08:59:56Z
department:
- _id: '9'
- _id: '150'
language:
- iso: ger
status: public
supervisor:
- first_name: Moritz
  full_name: Neukötter, Moritz
  id: '45530'
  last_name: Neukötter
  orcid: 0000-0001-9101-8828
- first_name: Hans-Joachim
  full_name: Schmid, Hans-Joachim
  id: '464'
  last_name: Schmid
  orcid: 000-0001-8590-1921
- first_name: Steffen
  full_name: Jesinghausen, Steffen
  id: '3959'
  last_name: Jesinghausen
  orcid: https://orcid.org/0000-0003-2611-5298
title: Entwicklung einer Anlage zur Pulverabscheidung im Filament Extension Atomization
  Prozess
type: bachelorsthesis
user_id: '45530'
year: '2022'
...
---
_id: '56251'
abstract:
- lang: eng
  text: '<jats:p>Statistical reasoning and the confrontation with first ideas of uncertainty
    can already be enhanced in primary school. A challenge is how to relate theoretical-combinatorial
    aspects to empirical frequency aspects, given that fraction concepts are usually
    not available at primary school. In the frame of a Design Based Research approach
    we have designed and realized a teaching sequence consisting of seven lessons
    to develop statistical reasoning about uncertainty of grade 4 students (age 10-11).
    To supervise their learning processes we collected data on different levels: (a)
    written pre/post-tests, (b) working notes after each lesson and (c) interviews
    after the teaching unit. In this paper we will mainly present the design of teaching
    unit and first results from the analysis of pre- and posttests.</jats:p>'
author:
- first_name: Daniel
  full_name: Frischemeier, Daniel
  last_name: Frischemeier
- first_name: Rolf
  full_name: Biehler, Rolf
  id: '16274'
  last_name: Biehler
citation:
  ama: 'Frischemeier D, Biehler R. Design of a teaching unit to develop primary school
    students ́ reasoning about uncertainty in multi-step chance experiments. In: <i>Decision
    Making Based on Data Proceedings IASE 2019 Satellite Conference</i>. International
    Association for Statistical Education; 2022. doi:<a href="https://doi.org/10.52041/srap.19304">10.52041/srap.19304</a>'
  apa: Frischemeier, D., &#38; Biehler, R. (2022). Design of a teaching unit to develop
    primary school students ́ reasoning about uncertainty in multi-step chance experiments.
    <i>Decision Making Based on Data Proceedings IASE 2019 Satellite Conference</i>.
    <a href="https://doi.org/10.52041/srap.19304">https://doi.org/10.52041/srap.19304</a>
  bibtex: '@inproceedings{Frischemeier_Biehler_2022, title={Design of a teaching unit
    to develop primary school students ́ reasoning about uncertainty in multi-step
    chance experiments}, DOI={<a href="https://doi.org/10.52041/srap.19304">10.52041/srap.19304</a>},
    booktitle={Decision Making Based on Data Proceedings IASE 2019 Satellite Conference},
    publisher={International Association for Statistical Education}, author={Frischemeier,
    Daniel and Biehler, Rolf}, year={2022} }'
  chicago: Frischemeier, Daniel, and Rolf Biehler. “Design of a Teaching Unit to Develop
    Primary School Students ́ Reasoning about Uncertainty in Multi-Step Chance Experiments.”
    In <i>Decision Making Based on Data Proceedings IASE 2019 Satellite Conference</i>.
    International Association for Statistical Education, 2022. <a href="https://doi.org/10.52041/srap.19304">https://doi.org/10.52041/srap.19304</a>.
  ieee: 'D. Frischemeier and R. Biehler, “Design of a teaching unit to develop primary
    school students ́ reasoning about uncertainty in multi-step chance experiments,”
    2022, doi: <a href="https://doi.org/10.52041/srap.19304">10.52041/srap.19304</a>.'
  mla: Frischemeier, Daniel, and Rolf Biehler. “Design of a Teaching Unit to Develop
    Primary School Students ́ Reasoning about Uncertainty in Multi-Step Chance Experiments.”
    <i>Decision Making Based on Data Proceedings IASE 2019 Satellite Conference</i>,
    International Association for Statistical Education, 2022, doi:<a href="https://doi.org/10.52041/srap.19304">10.52041/srap.19304</a>.
  short: 'D. Frischemeier, R. Biehler, in: Decision Making Based on Data Proceedings
    IASE 2019 Satellite Conference, International Association for Statistical Education,
    2022.'
date_created: 2024-09-25T08:33:33Z
date_updated: 2024-11-12T10:59:05Z
ddc:
- '510'
department:
- _id: '363'
doi: 10.52041/srap.19304
file:
- access_level: closed
  content_type: application/pdf
  creator: krueter
  date_created: 2024-11-12T10:58:48Z
  date_updated: 2024-11-12T10:58:48Z
  file_id: '56996'
  file_name: IASE2019_Satellite_136_FRISCHEM-2.pdf
  file_size: 877055
  relation: main_file
  success: 1
file_date_updated: 2024-11-12T10:58:48Z
has_accepted_license: '1'
language:
- iso: eng
main_file_link:
- url: https://www.academia.edu/download/114249671/srap.pdf
publication: Decision Making Based on Data Proceedings IASE 2019 Satellite Conference
publication_status: published
publisher: International Association for Statistical Education
status: public
title: Design of a teaching unit to develop primary school students ́ reasoning about
  uncertainty in multi-step chance experiments
type: conference
user_id: '37888'
year: '2022'
...
---
_id: '26539'
abstract:
- lang: eng
  text: In control design most control strategies are model-based and require accurate
    models to be applied successfully. Due to simplifications and the model-reality-gap
    physics-derived models frequently exhibit deviations from real-world-systems.
    Likewise, purely data-driven methods often do not generalise well enough and may
    violate physical laws. Recently Physics-Guided Neural Networks (PGNN) and physics-inspired
    loss functions separately have shown promising results to conquer these drawbacks.
    In this contribution we extend existing methods towards the identification of
    non-autonomous systems and propose a combined approach PGNN-L, which uses a PGNN
    and a physics-inspired loss term (-L) to successfully identify the system's dynamics,
    while maintaining the consistency with physical laws. The proposed method is demonstrated
    on two real-world nonlinear systems and outperforms existing techniques regarding
    complexity and reliability.
author:
- first_name: Ricarda-Samantha
  full_name: Götte, Ricarda-Samantha
  id: '43992'
  last_name: Götte
- first_name: Julia
  full_name: Timmermann, Julia
  id: '15402'
  last_name: Timmermann
citation:
  ama: 'Götte R-S, Timmermann J. Composed Physics- and Data-driven System Identification
    for Non-autonomous Systems in Control Engineering. In: <i>2022 3rd International
    Conference on Artificial Intelligence, Robotics and Control (AIRC)</i>. ; 2022:67-76.
    doi:<a href="https://doi.org/10.1109/AIRC56195.2022.9836982">10.1109/AIRC56195.2022.9836982</a>'
  apa: Götte, R.-S., &#38; Timmermann, J. (2022). Composed Physics- and Data-driven
    System Identification for Non-autonomous Systems in Control Engineering. <i>2022
    3rd International Conference on Artificial Intelligence, Robotics and Control
    (AIRC)</i>, 67–76. <a href="https://doi.org/10.1109/AIRC56195.2022.9836982">https://doi.org/10.1109/AIRC56195.2022.9836982</a>
  bibtex: '@inproceedings{Götte_Timmermann_2022, title={Composed Physics- and Data-driven
    System Identification for Non-autonomous Systems in Control Engineering}, DOI={<a
    href="https://doi.org/10.1109/AIRC56195.2022.9836982">10.1109/AIRC56195.2022.9836982</a>},
    booktitle={2022 3rd International Conference on Artificial Intelligence, Robotics
    and Control (AIRC)}, author={Götte, Ricarda-Samantha and Timmermann, Julia}, year={2022},
    pages={67–76} }'
  chicago: Götte, Ricarda-Samantha, and Julia Timmermann. “Composed Physics- and Data-Driven
    System Identification for Non-Autonomous Systems in Control Engineering.” In <i>2022
    3rd International Conference on Artificial Intelligence, Robotics and Control
    (AIRC)</i>, 67–76, 2022. <a href="https://doi.org/10.1109/AIRC56195.2022.9836982">https://doi.org/10.1109/AIRC56195.2022.9836982</a>.
  ieee: 'R.-S. Götte and J. Timmermann, “Composed Physics- and Data-driven System
    Identification for Non-autonomous Systems in Control Engineering,” in <i>2022
    3rd International Conference on Artificial Intelligence, Robotics and Control
    (AIRC)</i>, Cairo, Egypt, 2022, pp. 67–76, doi: <a href="https://doi.org/10.1109/AIRC56195.2022.9836982">10.1109/AIRC56195.2022.9836982</a>.'
  mla: Götte, Ricarda-Samantha, and Julia Timmermann. “Composed Physics- and Data-Driven
    System Identification for Non-Autonomous Systems in Control Engineering.” <i>2022
    3rd International Conference on Artificial Intelligence, Robotics and Control
    (AIRC)</i>, 2022, pp. 67–76, doi:<a href="https://doi.org/10.1109/AIRC56195.2022.9836982">10.1109/AIRC56195.2022.9836982</a>.
  short: 'R.-S. Götte, J. Timmermann, in: 2022 3rd International Conference on Artificial
    Intelligence, Robotics and Control (AIRC), 2022, pp. 67–76.'
conference:
  end_date: 2021-12-10
  location: Cairo, Egypt
  name: 3rd International Conference on Artificial Intelligence, Robotics and Control
  start_date: 2021-12-08
date_created: 2021-10-19T14:47:17Z
date_updated: 2024-11-13T08:43:28Z
department:
- _id: '153'
- _id: '880'
doi: 10.1109/AIRC56195.2022.9836982
keyword:
- data-driven
- physics-based
- physics-informed
- neural networks
- system identification
- hybrid modelling
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/2112.08148
oa: '1'
page: 67-76
publication: 2022 3rd International Conference on Artificial Intelligence, Robotics
  and Control (AIRC)
quality_controlled: '1'
status: public
title: Composed Physics- and Data-driven System Identification for Non-autonomous
  Systems in Control Engineering
type: conference
user_id: '43992'
year: '2022'
...
---
_id: '31066'
abstract:
- lang: eng
  text: 'While trade-offs between modeling effort and model accuracy remain a major
    concern with system identification, resorting to data-driven methods often leads
    to a complete disregard for physical plausibility. To address this issue, we propose
    a physics-guided hybrid approach for modeling non-autonomous systems under control.
    Starting from a traditional physics-based model, this is extended by a recurrent
    neural network and trained using a sophisticated multi-objective strategy yielding
    physically plausible models. While purely data-driven methods fail to produce
    satisfying results, experiments conducted on real data reveal substantial accuracy
    improvements by our approach compared to a physics-based model. '
author:
- first_name: Oliver
  full_name: Schön, Oliver
  last_name: Schön
- first_name: Ricarda-Samantha
  full_name: Götte, Ricarda-Samantha
  id: '43992'
  last_name: Götte
- first_name: Julia
  full_name: Timmermann, Julia
  id: '15402'
  last_name: Timmermann
citation:
  ama: 'Schön O, Götte R-S, Timmermann J. Multi-Objective Physics-Guided Recurrent
    Neural Networks for Identifying Non-Autonomous Dynamical Systems. In: <i>14th
    IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)</i>. Vol 55.
    ; 2022:19-24. doi:<a href="https://doi.org/10.1016/j.ifacol.2022.07.282">https://doi.org/10.1016/j.ifacol.2022.07.282</a>'
  apa: Schön, O., Götte, R.-S., &#38; Timmermann, J. (2022). Multi-Objective Physics-Guided
    Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems. <i>14th
    IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)</i>, <i>55</i>(12),
    19–24. <a href="https://doi.org/10.1016/j.ifacol.2022.07.282">https://doi.org/10.1016/j.ifacol.2022.07.282</a>
  bibtex: '@inproceedings{Schön_Götte_Timmermann_2022, title={Multi-Objective Physics-Guided
    Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems}, volume={55},
    DOI={<a href="https://doi.org/10.1016/j.ifacol.2022.07.282">https://doi.org/10.1016/j.ifacol.2022.07.282</a>},
    number={12}, booktitle={14th IFAC Workshop on Adaptive and Learning Control Systems
    (ALCOS 2022)}, author={Schön, Oliver and Götte, Ricarda-Samantha and Timmermann,
    Julia}, year={2022}, pages={19–24} }'
  chicago: Schön, Oliver, Ricarda-Samantha Götte, and Julia Timmermann. “Multi-Objective
    Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous Dynamical
    Systems.” In <i>14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS
    2022)</i>, 55:19–24, 2022. <a href="https://doi.org/10.1016/j.ifacol.2022.07.282">https://doi.org/10.1016/j.ifacol.2022.07.282</a>.
  ieee: 'O. Schön, R.-S. Götte, and J. Timmermann, “Multi-Objective Physics-Guided
    Recurrent Neural Networks for Identifying Non-Autonomous Dynamical Systems,” in
    <i>14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)</i>,
    Casablanca, Morocco, 2022, vol. 55, no. 12, pp. 19–24, doi: <a href="https://doi.org/10.1016/j.ifacol.2022.07.282">https://doi.org/10.1016/j.ifacol.2022.07.282</a>.'
  mla: Schön, Oliver, et al. “Multi-Objective Physics-Guided Recurrent Neural Networks
    for Identifying Non-Autonomous Dynamical Systems.” <i>14th IFAC Workshop on Adaptive
    and Learning Control Systems (ALCOS 2022)</i>, vol. 55, no. 12, 2022, pp. 19–24,
    doi:<a href="https://doi.org/10.1016/j.ifacol.2022.07.282">https://doi.org/10.1016/j.ifacol.2022.07.282</a>.
  short: 'O. Schön, R.-S. Götte, J. Timmermann, in: 14th IFAC Workshop on Adaptive
    and Learning Control Systems (ALCOS 2022), 2022, pp. 19–24.'
conference:
  end_date: 2022-07-01
  location: Casablanca, Morocco
  name: 14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)
  start_date: 2022-06-29
date_created: 2022-05-05T06:22:55Z
date_updated: 2024-11-13T08:43:16Z
department:
- _id: '153'
- _id: '880'
doi: https://doi.org/10.1016/j.ifacol.2022.07.282
intvolume: '        55'
issue: '12'
keyword:
- neural networks
- physics-guided
- data-driven
- multi-objective optimization
- system identification
- machine learning
- dynamical systems
language:
- iso: eng
page: 19-24
publication: 14th IFAC Workshop on Adaptive and Learning Control Systems (ALCOS 2022)
quality_controlled: '1'
status: public
title: Multi-Objective Physics-Guided Recurrent Neural Networks for Identifying Non-Autonomous
  Dynamical Systems
type: conference
user_id: '43992'
volume: 55
year: '2022'
...
---
_id: '29803'
abstract:
- lang: eng
  text: "Ultrasonic wire bonding is a solid-state joining process used to form electrical
    interconnections in micro and\r\npower electronics and batteries. A high frequency
    oscillation causes a metallurgical bond deformation in\r\nthe contact area. Due
    to the numerous physical influencing factors, it is very difficult to accurately
    capture\r\nthis process in a model. Therefore, our goal is to determine a suitable
    feed-forward control strategy for the\r\nbonding process even without detailed
    model knowledge. We propose the use of batch constrained Bayesian\r\noptimization
    for the control design. Hence, Bayesian optimization is precisely adapted to the
    application of\r\nbonding: the constraint is used to check one quality feature
    of the process and the use of batches leads to\r\nmore efficient experiments.
    Our approach is suitable to determine a feed-forward control for the bonding\r\nprocess
    that provides very high quality bonds without using a physical model. We also
    show that the quality\r\nof the Bayesian optimization based control outperforms
    random search as well as manual search by a user.\r\nUsing a simple prior knowledge
    model derived from data further improves the quality of the connection.\r\nThe
    Bayesian optimization approach offers the possibility to perform a sensitivity
    analysis of the control\r\nparameters, which allows to evaluate the influence
    of each control parameter on the bond quality. In summary,\r\nBayesian optimization
    applied to the bonding process provides an excellent opportunity to develop a
    feedforward\r\ncontrol without full modeling of the underlying physical processes."
author:
- first_name: Michael
  full_name: Hesse, Michael
  id: '29222'
  last_name: Hesse
- first_name: Matthias
  full_name: Hunstig, Matthias
  last_name: Hunstig
- 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: 'Hesse M, Hunstig M, Timmermann J, Trächtler A. Batch Constrained Bayesian
    Optimization for UltrasonicWire Bonding Feed-forward Control Design. In: <i>Proceedings
    of the 11th International Conference on Pattern Recognition Applications and Methods
    (ICPRAM)</i>. ; 2022:383-394.'
  apa: Hesse, M., Hunstig, M., Timmermann, J., &#38; Trächtler, A. (2022). Batch Constrained
    Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design.
    <i>Proceedings of the 11th International Conference on Pattern Recognition Applications
    and Methods (ICPRAM)</i>, 383–394.
  bibtex: '@inproceedings{Hesse_Hunstig_Timmermann_Trächtler_2022, title={Batch Constrained
    Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design},
    booktitle={Proceedings of the 11th International Conference on Pattern Recognition
    Applications and Methods (ICPRAM)}, author={Hesse, Michael and Hunstig, Matthias
    and Timmermann, Julia and Trächtler, Ansgar}, year={2022}, pages={383–394} }'
  chicago: Hesse, Michael, Matthias Hunstig, Julia Timmermann, and Ansgar Trächtler.
    “Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-Forward
    Control Design.” In <i>Proceedings of the 11th International Conference on Pattern
    Recognition Applications and Methods (ICPRAM)</i>, 383–94, 2022.
  ieee: M. Hesse, M. Hunstig, J. Timmermann, and A. Trächtler, “Batch Constrained
    Bayesian Optimization for UltrasonicWire Bonding Feed-forward Control Design,”
    in <i>Proceedings of the 11th International Conference on Pattern Recognition
    Applications and Methods (ICPRAM)</i>, Online, 2022, pp. 383–394.
  mla: Hesse, Michael, et al. “Batch Constrained Bayesian Optimization for UltrasonicWire
    Bonding Feed-Forward Control Design.” <i>Proceedings of the 11th International
    Conference on Pattern Recognition Applications and Methods (ICPRAM)</i>, 2022,
    pp. 383–94.
  short: '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.'
conference:
  end_date: 2022-02-05
  location: Online
  name: 11th International Conference on Pattern Recognition Applications and Methods
  start_date: 2022-02-03
date_created: 2022-02-09T12:50:25Z
date_updated: 2024-11-13T08:44:17Z
department:
- _id: '153'
- _id: '880'
keyword:
- Bayesian optimization
- Wire bonding
- Feed-forward control
- model-free design
language:
- iso: eng
page: 383-394
publication: Proceedings of the 11th International Conference on Pattern Recognition
  Applications and Methods (ICPRAM)
publication_identifier:
  isbn:
  - 978-989-758-549-4
quality_controlled: '1'
status: public
title: Batch Constrained Bayesian Optimization for UltrasonicWire Bonding Feed-forward
  Control Design
type: conference
user_id: '82875'
year: '2022'
...
---
_id: '57037'
abstract:
- lang: ger
  text: Es wird zur Diskussion gestellt, ob Sozialplanung, aber auch Soziale Arbeit,
    eine naiv-positive Auffassung vom Begriff „Netzwerk“ haben. Der Begriff ist trügerisch,
    da er einerseits analytisch-begrifflich nicht trennscharf zu bestimmen ist. Andererseits
    sind mit dem Bild des Netzwerks normative Aussagen impliziert, die in hohem Maße
    widersprüchlich sind. Bezieht sich das Bild des Netzwerks nicht auf Sachverhalte
    und Phänomene, die mit anderen Begrifflichkeiten exakter, weil theoretisch und
    empirisch verweisungsstärker, zu bestimmen wären?
author:
- first_name: Alexander
  full_name: Ristau, Alexander
  id: '114171'
  last_name: Ristau
- first_name: Tim
  full_name: Krüger, Tim
  last_name: Krüger
- first_name: Michael
  full_name: Winkler, Michael
  last_name: Winkler
citation:
  ama: 'Ristau A, Krüger T, Winkler M. Netzwerke. In: Rund M, Peters F, eds. <i>Schlüsselbegriffe
    der Sozialplanung und ihre Kritik</i>. Springer VS ; 2022:129-138. doi:<a href="https://doi.org/10.1007/978-3-658-38399-2">10.1007/978-3-658-38399-2</a>'
  apa: Ristau, A., Krüger, T., &#38; Winkler, M. (2022). Netzwerke. In M. Rund &#38;
    F. Peters (Eds.), <i>Schlüsselbegriffe der Sozialplanung und ihre Kritik</i> (pp.
    129–138). Springer VS . <a href="https://doi.org/10.1007/978-3-658-38399-2">https://doi.org/10.1007/978-3-658-38399-2</a>
  bibtex: '@inbook{Ristau_Krüger_Winkler_2022, place={Wiesbaden}, title={Netzwerke},
    DOI={<a href="https://doi.org/10.1007/978-3-658-38399-2">10.1007/978-3-658-38399-2</a>},
    booktitle={Schlüsselbegriffe der Sozialplanung und ihre Kritik}, publisher={Springer
    VS }, author={Ristau, Alexander and Krüger, Tim and Winkler, Michael}, editor={Rund,
    Mario and Peters, Friedhelm}, year={2022}, pages={129–138} }'
  chicago: 'Ristau, Alexander, Tim Krüger, and Michael Winkler. “Netzwerke.” In <i>Schlüsselbegriffe
    der Sozialplanung und ihre Kritik</i>, edited by Mario Rund and Friedhelm Peters,
    129–38. Wiesbaden: Springer VS , 2022. <a href="https://doi.org/10.1007/978-3-658-38399-2">https://doi.org/10.1007/978-3-658-38399-2</a>.'
  ieee: 'A. Ristau, T. Krüger, and M. Winkler, “Netzwerke,” in <i>Schlüsselbegriffe
    der Sozialplanung und ihre Kritik</i>, M. Rund and F. Peters, Eds. Wiesbaden:
    Springer VS , 2022, pp. 129–138.'
  mla: Ristau, Alexander, et al. “Netzwerke.” <i>Schlüsselbegriffe der Sozialplanung
    und ihre Kritik</i>, edited by Mario Rund and Friedhelm Peters, Springer VS ,
    2022, pp. 129–38, doi:<a href="https://doi.org/10.1007/978-3-658-38399-2">10.1007/978-3-658-38399-2</a>.
  short: 'A. Ristau, T. Krüger, M. Winkler, in: M. Rund, F. Peters (Eds.), Schlüsselbegriffe
    der Sozialplanung und ihre Kritik, Springer VS , Wiesbaden, 2022, pp. 129–138.'
date_created: 2024-11-13T08:59:23Z
date_updated: 2024-11-13T08:59:28Z
department:
- _id: '723'
- _id: '724'
- _id: '935'
doi: 10.1007/978-3-658-38399-2
editor:
- first_name: Mario
  full_name: Rund, Mario
  last_name: Rund
- first_name: Friedhelm
  full_name: Peters, Friedhelm
  last_name: Peters
language:
- iso: ger
page: 129-138
place: Wiesbaden
publication: Schlüsselbegriffe der Sozialplanung und ihre Kritik
publication_identifier:
  isbn:
  - 978-3-658-38398-5
  - 978-3-658-38399-2
publication_status: published
publisher: 'Springer VS '
status: public
title: Netzwerke
type: book_chapter
user_id: '48187'
year: '2022'
...
---
_id: '57036'
abstract:
- lang: ger
  text: "In diesem Artikel wird in Bezug auf Fragen des Verstehens diskutiert,\r\nob
    es der Sozialen Arbeit nicht guttäte, sich von anderen\r\nQuellen als den eigenen
    Theorien inspirieren, vielleicht sogar provozieren\r\nzu lassen. Dazu wird zunächst
    das Verhältnis zwischen Sozialer\r\nArbeit und Belletristik, der ›schönen Literatur‹,
    in den Blick\r\ngenommen.\r\n\r\n\r\n"
article_type: original
author:
- first_name: Alexander
  full_name: Ristau, Alexander
  id: '114171'
  last_name: Ristau
citation:
  ama: Ristau A. Soziale Arbeit über Belletristik verstehen. <i>Sozialmagazin</i>.
    2022;(8):61-77. doi:<a href="https://doi.org/10.3262/SM2208061">10.3262/SM2208061</a>
  apa: Ristau, A. (2022). Soziale Arbeit über Belletristik verstehen. <i>Sozialmagazin</i>,
    <i>8</i>, 61–77. <a href="https://doi.org/10.3262/SM2208061">https://doi.org/10.3262/SM2208061</a>
  bibtex: '@article{Ristau_2022, title={Soziale Arbeit über Belletristik verstehen},
    DOI={<a href="https://doi.org/10.3262/SM2208061">10.3262/SM2208061</a>}, number={8},
    journal={Sozialmagazin}, publisher={Beltz}, author={Ristau, Alexander}, year={2022},
    pages={61–77} }'
  chicago: 'Ristau, Alexander. “Soziale Arbeit über Belletristik verstehen.” <i>Sozialmagazin</i>,
    no. 8 (2022): 61–77. <a href="https://doi.org/10.3262/SM2208061">https://doi.org/10.3262/SM2208061</a>.'
  ieee: 'A. Ristau, “Soziale Arbeit über Belletristik verstehen,” <i>Sozialmagazin</i>,
    no. 8, pp. 61–77, 2022, doi: <a href="https://doi.org/10.3262/SM2208061">10.3262/SM2208061</a>.'
  mla: Ristau, Alexander. “Soziale Arbeit über Belletristik verstehen.” <i>Sozialmagazin</i>,
    no. 8, Beltz, 2022, pp. 61–77, doi:<a href="https://doi.org/10.3262/SM2208061">10.3262/SM2208061</a>.
  short: A. Ristau, Sozialmagazin (2022) 61–77.
date_created: 2024-11-13T08:54:01Z
date_updated: 2024-11-13T08:54:07Z
department:
- _id: '723'
- _id: '724'
- _id: '935'
doi: 10.3262/SM2208061
issue: '8'
language:
- iso: ger
page: 61-77
publication: Sozialmagazin
publication_identifier:
  issn:
  - 0340-8469
publication_status: published
publisher: Beltz
status: public
title: Soziale Arbeit über Belletristik verstehen
type: journal_article
user_id: '48187'
year: '2022'
...
---
_id: '49461'
author:
- first_name: Simon Thanh-Nam
  full_name: Trang, Simon Thanh-Nam
  id: '98948'
  last_name: Trang
  orcid: 0000-0002-4784-4038
- first_name: M.
  full_name: Mandrella, M.
  last_name: Mandrella
- first_name: M.
  full_name: Marrone, M.
  last_name: Marrone
- first_name: L.
  full_name: Kolbe, L.
  last_name: Kolbe
citation:
  ama: 'Trang ST-N, Mandrella M, Marrone M, Kolbe L. Co-creating business value through
    IT-business operational alignment in inter-organisational relationships: Empirical
    evidence from regional networks. <i>European Journal of Information Systems (VHB
    Jourqual 3 A)</i>. 2022;31:166-187.'
  apa: 'Trang, S. T.-N., Mandrella, M., Marrone, M., &#38; Kolbe, L. (2022). Co-creating
    business value through IT-business operational alignment in inter-organisational
    relationships: Empirical evidence from regional networks. <i>European Journal
    of Information Systems (VHB Jourqual 3 A)</i>, <i>31</i>, 166–187.'
  bibtex: '@article{Trang_Mandrella_Marrone_Kolbe_2022, title={Co-creating business
    value through IT-business operational alignment in inter-organisational relationships:
    Empirical evidence from regional networks}, volume={31}, journal={European Journal
    of Information Systems (VHB Jourqual 3 A)}, author={Trang, Simon Thanh-Nam and
    Mandrella, M. and Marrone, M. and Kolbe, L.}, year={2022}, pages={166–187} }'
  chicago: 'Trang, Simon Thanh-Nam, M. Mandrella, M. Marrone, and L. Kolbe. “Co-Creating
    Business Value through IT-Business Operational Alignment in Inter-Organisational
    Relationships: Empirical Evidence from Regional Networks.” <i>European Journal
    of Information Systems (VHB Jourqual 3 A)</i> 31 (2022): 166–87.'
  ieee: 'S. T.-N. Trang, M. Mandrella, M. Marrone, and L. Kolbe, “Co-creating business
    value through IT-business operational alignment in inter-organisational relationships:
    Empirical evidence from regional networks,” <i>European Journal of Information
    Systems (VHB Jourqual 3 A)</i>, vol. 31, pp. 166–187, 2022.'
  mla: 'Trang, Simon Thanh-Nam, et al. “Co-Creating Business Value through IT-Business
    Operational Alignment in Inter-Organisational Relationships: Empirical Evidence
    from Regional Networks.” <i>European Journal of Information Systems (VHB Jourqual
    3 A)</i>, vol. 31, 2022, pp. 166–87.'
  short: S.T.-N. Trang, M. Mandrella, M. Marrone, L. Kolbe, European Journal of Information
    Systems (VHB Jourqual 3 A) 31 (2022) 166–187.
date_created: 2023-12-04T13:37:43Z
date_updated: 2024-11-13T12:56:22Z
department:
- _id: '792'
intvolume: '        31'
language:
- iso: eng
page: 166-187
publication: European Journal of Information Systems (VHB Jourqual 3 A)
status: public
title: 'Co-creating business value through IT-business operational alignment in inter-organisational
  relationships: Empirical evidence from regional networks'
type: journal_article
user_id: '98948'
volume: 31
year: '2022'
...
---
_id: '32417'
author:
- first_name: Johanna
  full_name: Tönsing, Johanna
  id: '52678'
  last_name: Tönsing
citation:
  ama: 'Tönsing J. (K)eine kinderleichte Gattung:  Konsequenzen einer kulturwissenschaftlich
    informierten Märchendidaktik. In: Bernhardt S, Hardtke T, eds. <i>Interpretationsverfahruen
    der germanistischen Literaturdidaktik und didaktische Referenzkonzepte</i>.'
  apa: Tönsing, J. (n.d.). (K)eine kinderleichte Gattung:  Konsequenzen einer kulturwissenschaftlich
    informierten Märchendidaktik. In S. Bernhardt &#38; T. Hardtke (Eds.), <i>Interpretationsverfahruen
    der germanistischen Literaturdidaktik und didaktische Referenzkonzepte</i>.
  bibtex: '@inbook{Tönsing, place={Berlin}, title={(K)eine kinderleichte Gattung: 
    Konsequenzen einer kulturwissenschaftlich informierten Märchendidaktik}, booktitle={Interpretationsverfahruen
    der germanistischen Literaturdidaktik und didaktische Referenzkonzepte}, author={Tönsing,
    Johanna}, editor={Bernhardt, Sebastian and Hardtke, Thomas} }'
  chicago: Tönsing, Johanna. “(K)eine kinderleichte Gattung:  Konsequenzen einer kulturwissenschaftlich
    informierten Märchendidaktik.” In <i>Interpretationsverfahruen der germanistischen
    Literaturdidaktik und didaktische Referenzkonzepte</i>, edited by Sebastian Bernhardt
    and Thomas Hardtke. Berlin, n.d.
  ieee: J. Tönsing, “(K)eine kinderleichte Gattung:  Konsequenzen einer kulturwissenschaftlich
    informierten Märchendidaktik,” in <i>Interpretationsverfahruen der germanistischen
    Literaturdidaktik und didaktische Referenzkonzepte</i>, S. Bernhardt and T. Hardtke,
    Eds. Berlin.
  mla: Tönsing, Johanna. “(K)eine kinderleichte Gattung:  Konsequenzen einer kulturwissenschaftlich
    informierten Märchendidaktik.” <i>Interpretationsverfahruen der germanistischen
    Literaturdidaktik und didaktische Referenzkonzepte</i>, edited by Sebastian Bernhardt
    and Thomas Hardtke.
  short: 'J. Tönsing, in: S. Bernhardt, T. Hardtke (Eds.), Interpretationsverfahruen
    der germanistischen Literaturdidaktik und didaktische Referenzkonzepte, Berlin,
    n.d.'
date_created: 2022-07-26T07:17:06Z
date_updated: 2025-01-14T12:31:47Z
department:
- _id: '464'
editor:
- first_name: Sebastian
  full_name: Bernhardt, Sebastian
  last_name: Bernhardt
- first_name: Thomas
  full_name: Hardtke, Thomas
  last_name: Hardtke
language:
- iso: ger
main_file_link:
- open_access: '1'
  url: https://link.springer.com/chapter/10.57088/978-3-7329-9143-3_6
oa: '1'
place: Berlin
publication: Interpretationsverfahruen der germanistischen Literaturdidaktik und didaktische
  Referenzkonzepte
publication_status: inpress
status: public
title: '(K)eine kinderleichte Gattung:  Konsequenzen einer kulturwissenschaftlich
  informierten Märchendidaktik'
type: book_chapter
user_id: '52678'
year: '2022'
...
---
_id: '48780'
abstract:
- lang: eng
  text: Explainable Artificial Intelligence (XAI) has mainly focused on static learning
    tasks so far. In this paper, we consider XAI in the context of online learning
    in dynamic environments, such as learning from real-time data streams, where models
    are learned incrementally and continuously adapted over the course of time. More
    specifically, we motivate the problem of explaining model change, i.e. explaining
    the difference between models before and after adaptation, instead of the models
    themselves. In this regard, we provide the first efficient model-agnostic approach
    to dynamically detecting, quantifying, and explaining significant model changes.
    Our approach is based on an adaptation of the well-known Permutation Feature Importance
    (PFI) measure. It includes two hyperparameters that control the sensitivity and
    directly influence explanation frequency, so that a human user can adjust the
    method to individual requirements and application needs. We assess and validate
    our method’s efficacy on illustrative synthetic data streams with three popular
    model classes.
author:
- first_name: Maximilian
  full_name: Muschalik, Maximilian
  last_name: Muschalik
- first_name: Fabian
  full_name: Fumagalli, Fabian
  id: '93420'
  last_name: Fumagalli
- first_name: Barbara
  full_name: Hammer, Barbara
  last_name: Hammer
- first_name: Eyke
  full_name: Huellermeier, Eyke
  id: '48129'
  last_name: Huellermeier
citation:
  ama: Muschalik M, Fumagalli F, Hammer B, Huellermeier E. Agnostic Explanation of
    Model Change based on Feature Importance. <i>KI - Künstliche Intelligenz</i>.
    2022;36(3-4):211-224. doi:<a href="https://doi.org/10.1007/s13218-022-00766-6">10.1007/s13218-022-00766-6</a>
  apa: Muschalik, M., Fumagalli, F., Hammer, B., &#38; Huellermeier, E. (2022). Agnostic
    Explanation of Model Change based on Feature Importance. <i>KI - Künstliche Intelligenz</i>,
    <i>36</i>(3–4), 211–224. <a href="https://doi.org/10.1007/s13218-022-00766-6">https://doi.org/10.1007/s13218-022-00766-6</a>
  bibtex: '@article{Muschalik_Fumagalli_Hammer_Huellermeier_2022, title={Agnostic
    Explanation of Model Change based on Feature Importance}, volume={36}, DOI={<a
    href="https://doi.org/10.1007/s13218-022-00766-6">10.1007/s13218-022-00766-6</a>},
    number={3–4}, journal={KI - Künstliche Intelligenz}, publisher={Springer Science
    and Business Media LLC}, author={Muschalik, Maximilian and Fumagalli, Fabian and
    Hammer, Barbara and Huellermeier, Eyke}, year={2022}, pages={211–224} }'
  chicago: 'Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier.
    “Agnostic Explanation of Model Change Based on Feature Importance.” <i>KI - Künstliche
    Intelligenz</i> 36, no. 3–4 (2022): 211–24. <a href="https://doi.org/10.1007/s13218-022-00766-6">https://doi.org/10.1007/s13218-022-00766-6</a>.'
  ieee: 'M. Muschalik, F. Fumagalli, B. Hammer, and E. Huellermeier, “Agnostic Explanation
    of Model Change based on Feature Importance,” <i>KI - Künstliche Intelligenz</i>,
    vol. 36, no. 3–4, pp. 211–224, 2022, doi: <a href="https://doi.org/10.1007/s13218-022-00766-6">10.1007/s13218-022-00766-6</a>.'
  mla: Muschalik, Maximilian, et al. “Agnostic Explanation of Model Change Based on
    Feature Importance.” <i>KI - Künstliche Intelligenz</i>, vol. 36, no. 3–4, Springer
    Science and Business Media LLC, 2022, pp. 211–24, doi:<a href="https://doi.org/10.1007/s13218-022-00766-6">10.1007/s13218-022-00766-6</a>.
  short: M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, KI - Künstliche Intelligenz
    36 (2022) 211–224.
date_created: 2023-11-10T14:21:06Z
date_updated: 2025-01-16T16:19:35Z
department:
- _id: '660'
doi: 10.1007/s13218-022-00766-6
intvolume: '        36'
issue: 3-4
keyword:
- Artificial Intelligence
language:
- iso: eng
page: 211-224
project:
- _id: '126'
  name: 'TRR 318 - C3: TRR 318 - Subproject C3'
- _id: '117'
  name: 'TRR 318 - C: TRR 318 - Project Area C'
- _id: '109'
  grant_number: '438445824'
  name: 'TRR 318: TRR 318 - Erklärbarkeit konstruieren'
publication: KI - Künstliche Intelligenz
publication_identifier:
  issn:
  - 0933-1875
  - 1610-1987
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Agnostic Explanation of Model Change based on Feature Importance
type: journal_article
user_id: '93420'
volume: 36
year: '2022'
...
---
_id: '37082'
author:
- first_name: Volker
  full_name: Peckhaus, Volker
  id: '391'
  last_name: Peckhaus
citation:
  ama: 'Peckhaus V. Serfati, Michael, Leibniz and the Invention of Mathematical Transcendence,
    Franz Steiner Verlag: Stuttgart 2018 (Studia Leibnitiana Sonderheft; 54). . <i>Mathematical
    Reviews, MR4090716</i>. Published online 2022.'
  apa: 'Peckhaus, V. (2022). Serfati, Michael, Leibniz and the Invention of Mathematical
    Transcendence, Franz Steiner Verlag: Stuttgart 2018 (Studia Leibnitiana Sonderheft;
    54). . In <i>Mathematical Reviews, MR4090716</i>.'
  bibtex: '@article{Peckhaus_2022, title={Serfati, Michael, Leibniz and the Invention
    of Mathematical Transcendence, Franz Steiner Verlag: Stuttgart 2018 (Studia Leibnitiana
    Sonderheft; 54). }, journal={Mathematical Reviews, MR4090716}, author={Peckhaus,
    Volker}, year={2022} }'
  chicago: 'Peckhaus, Volker. “Serfati, Michael, Leibniz and the Invention of Mathematical
    Transcendence, Franz Steiner Verlag: Stuttgart 2018 (Studia Leibnitiana Sonderheft;
    54). .” <i>Mathematical Reviews, MR4090716</i>, 2022.'
  ieee: 'V. Peckhaus, “Serfati, Michael, Leibniz and the Invention of Mathematical
    Transcendence, Franz Steiner Verlag: Stuttgart 2018 (Studia Leibnitiana Sonderheft;
    54). ,” <i>Mathematical Reviews, MR4090716</i>. 2022.'
  mla: 'Peckhaus, Volker. “Serfati, Michael, Leibniz and the Invention of Mathematical
    Transcendence, Franz Steiner Verlag: Stuttgart 2018 (Studia Leibnitiana Sonderheft;
    54). .” <i>Mathematical Reviews, MR4090716</i>, 2022.'
  short: V. Peckhaus, Mathematical Reviews, MR4090716 (2022).
date_created: 2023-01-17T12:20:13Z
date_updated: 2025-01-18T14:52:10Z
department:
- _id: '520'
language:
- iso: eng
main_file_link:
- url: https://mathscinet.ams.org/mathscinet/article?mr=4090716
publication: Mathematical Reviews, MR4090716
status: public
title: 'Serfati, Michael, Leibniz and the Invention of Mathematical Transcendence,
  Franz Steiner Verlag: Stuttgart 2018 (Studia Leibnitiana Sonderheft; 54). '
type: review
user_id: '391'
year: '2022'
...
---
_id: '58065'
author:
- first_name: Jan
  full_name: Woppowa, Jan
  id: '20543'
  last_name: Woppowa
- first_name: F
  full_name: ' Schweitzer, F'
  last_name: ' Schweitzer'
citation:
  ama: Woppowa J,  Schweitzer F. Religion noch besser unterrichten. Qualität und Qualitätsentwicklung
    im RU. <i>Theologische Revue</i>. 2022;(118).
  apa: Woppowa, J., &#38;  Schweitzer, F. (2022). Religion noch besser unterrichten.
    Qualität und Qualitätsentwicklung im RU. In <i>Theologische Revue</i> (Issue 118).
  bibtex: '@article{Woppowa_ Schweitzer_2022, place={Göttingen}, title={Religion noch
    besser unterrichten. Qualität und Qualitätsentwicklung im RU}, number={118}, journal={Theologische
    Revue}, author={Woppowa, Jan and  Schweitzer, F}, year={2022} }'
  chicago: Woppowa, Jan, and F  Schweitzer. “Religion noch besser unterrichten. Qualität
    und Qualitätsentwicklung im RU.” <i>Theologische Revue</i>. Göttingen, 2022.
  ieee: J. Woppowa and F.  Schweitzer, “Religion noch besser unterrichten. Qualität
    und Qualitätsentwicklung im RU,” <i>Theologische Revue</i>, no. 118. Göttingen,
    2022.
  mla: Woppowa, Jan, and F.  Schweitzer. “Religion noch besser unterrichten. Qualität
    und Qualitätsentwicklung im RU.” <i>Theologische Revue</i>, no. 118, 2022.
  short: J. Woppowa, F.  Schweitzer, Theologische Revue (2022).
date_created: 2025-01-07T10:19:00Z
date_updated: 2025-01-20T15:09:57Z
department:
- _id: '124'
issue: '118'
language:
- iso: ger
place: Göttingen
publication: Theologische Revue
publication_status: published
status: public
title: Religion noch besser unterrichten. Qualität und Qualitätsentwicklung im RU
type: review
user_id: '71124'
year: '2022'
...
---
_id: '58282'
citation:
  ama: Woppowa J, Verburg W, eds. <i>Judentum und Christentum im Dialog</i>. Vol 1.;
    2022.
  apa: Woppowa, J., &#38; Verburg, W. (Eds.). (2022). <i>Judentum und Christentum
    im Dialog</i> (Vol. 1).
  bibtex: '@book{Woppowa_Verburg_2022, series={Religion unterrichten 3}, title={Judentum
    und Christentum im Dialog}, volume={1}, year={2022}, collection={Religion unterrichten
    3} }'
  chicago: Woppowa, Jan, and W Verburg, eds. <i>Judentum und Christentum im Dialog</i>.
    Vol. 1. Religion unterrichten 3, 2022.
  ieee: J. Woppowa and W. Verburg, Eds., <i>Judentum und Christentum im Dialog</i>,
    vol. 1. 2022.
  mla: Woppowa, Jan, and W. Verburg, editors. <i>Judentum und Christentum im Dialog</i>.
    2022.
  short: J. Woppowa, W. Verburg, eds., Judentum und Christentum im Dialog, 2022.
date_created: 2025-01-20T18:19:56Z
date_updated: 2025-01-20T19:24:14Z
department:
- _id: '124'
editor:
- first_name: Jan
  full_name: Woppowa, Jan
  id: '20543'
  last_name: Woppowa
- first_name: W
  full_name: Verburg, W
  last_name: Verburg
intvolume: '         1'
language:
- iso: ger
main_file_link:
- url: ' https://www.vandenhoeck-ruprecht-verlage.com/zeitschrift-religion-unterrichten'
publication_status: published
series_title: Religion unterrichten 3
status: public
title: Judentum und Christentum im Dialog
type: book_editor
user_id: '71124'
volume: 1
year: '2022'
...