---
_id: '12880'
abstract:
- lang: eng
text: By distributing the computational load over the nodes of a Wireless Acoustic
Sensor Network (WASN), the real-time capability of the TRINICON (TRIple-N-Independent
component analysis for CONvolutive mixtures) framework for Blind Source Separation
(BSS) can be ensured, even if the individual network nodes are not powerful enough
to run TRINICON in real-time by themselves. To optimally utilize the limited computing
power and data rate in WASNs, the MARVELO (Multicast-Aware Routing for Virtual
network Embedding with Loops in Overlays) framework is expanded for use with TRINICON,
while a feature-based selection scheme is proposed to exploit the most beneficial
parts of the input signal for adapting the demixing system. The simulation results
of realistic scenarios show only a minor degradation of the separation performance
even in heavily resource-limited situations.
author:
- first_name: Michael
full_name: Guenther, Michael
last_name: Guenther
- first_name: Haitham
full_name: Afifi, Haitham
id: '65718'
last_name: Afifi
- first_name: Andreas
full_name: Brendel, Andreas
last_name: Brendel
- first_name: Holger
full_name: Karl, Holger
id: '126'
last_name: Karl
- first_name: Walter
full_name: Kellermann, Walter
last_name: Kellermann
citation:
ama: 'Guenther M, Afifi H, Brendel A, Karl H, Kellermann W. Sparse Adaptation of
Distributed Blind Source Separation in Acoustic Sensor Networks. In: 2019 IEEE
Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)
(WASPAA 2019). New Paltz, USA; 2019.'
apa: Guenther, M., Afifi, H., Brendel, A., Karl, H., & Kellermann, W. (2019).
Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks.
In 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics
(WASPAA) (WASPAA 2019). New Paltz, USA.
bibtex: '@inproceedings{Guenther_Afifi_Brendel_Karl_Kellermann_2019, place={New
Paltz, USA}, title={Sparse Adaptation of Distributed Blind Source Separation in
Acoustic Sensor Networks}, booktitle={2019 IEEE Workshop on Applications of Signal
Processing to Audio and Acoustics (WASPAA) (WASPAA 2019)}, author={Guenther, Michael
and Afifi, Haitham and Brendel, Andreas and Karl, Holger and Kellermann, Walter},
year={2019} }'
chicago: Guenther, Michael, Haitham Afifi, Andreas Brendel, Holger Karl, and Walter
Kellermann. “Sparse Adaptation of Distributed Blind Source Separation in Acoustic
Sensor Networks.” In 2019 IEEE Workshop on Applications of Signal Processing
to Audio and Acoustics (WASPAA) (WASPAA 2019). New Paltz, USA, 2019.
ieee: M. Guenther, H. Afifi, A. Brendel, H. Karl, and W. Kellermann, “Sparse Adaptation
of Distributed Blind Source Separation in Acoustic Sensor Networks,” in 2019
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)
(WASPAA 2019), 2019.
mla: Guenther, Michael, et al. “Sparse Adaptation of Distributed Blind Source Separation
in Acoustic Sensor Networks.” 2019 IEEE Workshop on Applications of Signal
Processing to Audio and Acoustics (WASPAA) (WASPAA 2019), 2019.
short: 'M. Guenther, H. Afifi, A. Brendel, H. Karl, W. Kellermann, in: 2019 IEEE
Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)
(WASPAA 2019), New Paltz, USA, 2019.'
date_created: 2019-07-24T07:25:01Z
date_updated: 2022-01-06T06:51:22Z
department:
- _id: '75'
language:
- iso: eng
place: New Paltz, USA
project:
- _id: '27'
name: 'Akustische Sensornetzwerke - Teilprojekt '
- _id: '27'
name: Akustische Sensornetzwerke - Teilprojekt "Verteilte akustische Signalverarbeitung
über funkbasierte Sensornetzwerke
publication: 2019 IEEE Workshop on Applications of Signal Processing to Audio and
Acoustics (WASPAA) (WASPAA 2019)
status: public
title: Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor
Networks
type: conference
user_id: '65718'
year: '2019'
...
---
_id: '14829'
citation:
ama: Scheideler C, Berenbrink P, eds. The 31st ACM Symposium on Parallelism in
Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June 22-24, 2019.
ACM; 2019. doi:10.1145/3323165
apa: Scheideler, C., & Berenbrink, P. (Eds.). (2019). The 31st ACM Symposium
on Parallelism in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June
22-24, 2019. ACM. https://doi.org/10.1145/3323165
bibtex: '@book{Scheideler_Berenbrink_2019, title={The 31st ACM Symposium on Parallelism
in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June 22-24, 2019},
DOI={10.1145/3323165}, publisher={ACM},
year={2019} }'
chicago: Scheideler, Christian, and Petra Berenbrink, eds. The 31st ACM Symposium
on Parallelism in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June
22-24, 2019. ACM, 2019. https://doi.org/10.1145/3323165.
ieee: C. Scheideler and P. Berenbrink, Eds., The 31st ACM Symposium on Parallelism
in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June 22-24, 2019.
ACM, 2019.
mla: Scheideler, Christian, and Petra Berenbrink, editors. The 31st ACM Symposium
on Parallelism in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June
22-24, 2019. ACM, 2019, doi:10.1145/3323165.
short: C. Scheideler, P. Berenbrink, eds., The 31st ACM Symposium on Parallelism
in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June 22-24, 2019,
ACM, 2019.
date_created: 2019-11-06T10:43:41Z
date_updated: 2022-01-06T06:52:07Z
department:
- _id: '79'
doi: 10.1145/3323165
editor:
- first_name: Christian
full_name: Scheideler, Christian
id: '20792'
last_name: Scheideler
- first_name: Petra
full_name: Berenbrink, Petra
last_name: Berenbrink
language:
- iso: eng
project:
- _id: '1'
name: SFB 901
- _id: '2'
name: SFB 901 - Project Area A
- _id: '5'
name: SFB 901 - Subproject A1
publication_identifier:
isbn:
- 978-1-4503-6184-2
publisher: ACM
status: public
title: The 31st ACM Symposium on Parallelism in Algorithms and Architectures, SPAA
2019, Phoenix, AZ, USA, June 22-24, 2019
type: conference_editor
user_id: '477'
year: '2019'
...
---
_id: '14902'
author:
- first_name: Christina
full_name: Mair, Christina
last_name: Mair
- first_name: Wolfram
full_name: Scheffler, Wolfram
last_name: Scheffler
- first_name: Isabell
full_name: Senger, Isabell
last_name: Senger
- first_name: Caren
full_name: Sureth-Sloane, Caren
id: '530'
last_name: Sureth-Sloane
citation:
ama: Mair C, Scheffler W, Senger I, Sureth-Sloane C. Analyse der Veränderung
der zwischenstaatlichen Gewinnaufteilung bei Einführung einer standardisierten
Gewinnverteilungsmethode am Beispiel des Einsatzes von 3D-Druckern. Vol 42.;
2019.
apa: Mair, C., Scheffler, W., Senger, I., & Sureth-Sloane, C. (2019). Analyse
der Veränderung der zwischenstaatlichen Gewinnaufteilung bei Einführung einer
standardisierten Gewinnverteilungsmethode am Beispiel des Einsatzes von 3D-Druckern
(Vol. 42).
bibtex: '@book{Mair_Scheffler_Senger_Sureth-Sloane_2019, series={TAF Wokring Paper
Series}, title={Analyse der Veränderung der zwischenstaatlichen Gewinnaufteilung
bei Einführung einer standardisierten Gewinnverteilungsmethode am Beispiel des
Einsatzes von 3D-Druckern}, volume={42}, author={Mair, Christina and Scheffler,
Wolfram and Senger, Isabell and Sureth-Sloane, Caren}, year={2019}, collection={TAF
Wokring Paper Series} }'
chicago: Mair, Christina, Wolfram Scheffler, Isabell Senger, and Caren Sureth-Sloane.
Analyse der Veränderung der zwischenstaatlichen Gewinnaufteilung bei Einführung
einer standardisierten Gewinnverteilungsmethode am Beispiel des Einsatzes von
3D-Druckern. Vol. 42. TAF Wokring Paper Series, 2019.
ieee: C. Mair, W. Scheffler, I. Senger, and C. Sureth-Sloane, Analyse der Veränderung
der zwischenstaatlichen Gewinnaufteilung bei Einführung einer standardisierten
Gewinnverteilungsmethode am Beispiel des Einsatzes von 3D-Druckern, vol. 42.
2019.
mla: Mair, Christina, et al. Analyse der Veränderung der zwischenstaatlichen
Gewinnaufteilung bei Einführung einer standardisierten Gewinnverteilungsmethode
am Beispiel des Einsatzes von 3D-Druckern. Vol. 42, 2019.
short: C. Mair, W. Scheffler, I. Senger, C. Sureth-Sloane, Analyse der Veränderung
der zwischenstaatlichen Gewinnaufteilung bei Einführung einer standardisierten
Gewinnverteilungsmethode am Beispiel des Einsatzes von 3D-Druckern, 2019.
date_created: 2019-11-13T08:15:09Z
date_updated: 2022-01-06T06:52:10Z
ddc:
- '330'
department:
- _id: '187'
- _id: '635'
file:
- access_level: closed
content_type: application/pdf
creator: kschulz2
date_created: 2021-03-09T09:35:37Z
date_updated: 2021-03-09T09:35:37Z
file_id: '21423'
file_name: TAF Working Paper No. 42.pdf
file_size: 1293280
relation: main_file
success: 1
file_date_updated: 2021-03-09T09:35:37Z
has_accepted_license: '1'
intvolume: ' 42'
language:
- iso: ger
main_file_link:
- open_access: '1'
oa: '1'
publication_status: published
series_title: TAF Wokring Paper Series
status: public
title: Analyse der Veränderung der zwischenstaatlichen Gewinnaufteilung bei Einführung
einer standardisierten Gewinnverteilungsmethode am Beispiel des Einsatzes von 3D-Druckern
type: working_paper
user_id: '68607'
volume: 42
year: '2019'
...
---
_id: '15149'
author:
- first_name: Marc
full_name: Wende, Marc
id: '71302'
last_name: Wende
- first_name: Eugeny
full_name: Kenig, Eugeny
id: '665'
last_name: Kenig
citation:
ama: 'Wende M, Kenig E. Modellierungsansatz zur Simulation von Gravidestillation
mit Metallschäumen. In: Jahrestreffen Der ProcessNet-Fachgruppe Wärme- Und
Stoffübertragung. Jahrestreffen der ProcessNet-Fachgruppe Wärme- und Stoffübertragung.
; 2019.'
apa: Wende, M., & Kenig, E. (2019). Modellierungsansatz zur Simulation von Gravidestillation
mit Metallschäumen. In Jahrestreffen der ProcessNet-Fachgruppe Wärme- und
Stoffübertragung. Essen.
bibtex: '@inproceedings{Wende_Kenig_2019, series={ Jahrestreffen der ProcessNet-Fachgruppe
Wärme- und Stoffübertragung}, title={Modellierungsansatz zur Simulation von Gravidestillation
mit Metallschäumen}, booktitle={ Jahrestreffen der ProcessNet-Fachgruppe Wärme-
und Stoffübertragung}, author={Wende, Marc and Kenig, Eugeny}, year={2019}, collection={
Jahrestreffen der ProcessNet-Fachgruppe Wärme- und Stoffübertragung} }'
chicago: Wende, Marc, and Eugeny Kenig. “Modellierungsansatz Zur Simulation von
Gravidestillation Mit Metallschäumen.” In Jahrestreffen Der ProcessNet-Fachgruppe
Wärme- Und Stoffübertragung. Jahrestreffen Der ProcessNet-Fachgruppe Wärme-
Und Stoffübertragung, 2019.
ieee: M. Wende and E. Kenig, “Modellierungsansatz zur Simulation von Gravidestillation
mit Metallschäumen,” in Jahrestreffen der ProcessNet-Fachgruppe Wärme- und
Stoffübertragung, Essen, 2019.
mla: Wende, Marc, and Eugeny Kenig. “Modellierungsansatz Zur Simulation von Gravidestillation
Mit Metallschäumen.” Jahrestreffen Der ProcessNet-Fachgruppe Wärme- Und Stoffübertragung,
2019.
short: 'M. Wende, E. Kenig, in: Jahrestreffen Der ProcessNet-Fachgruppe Wärme-
Und Stoffübertragung, 2019.'
conference:
end_date: 2019-03-19
location: Essen
name: ' Jahrestreffen der ProcessNet-Fachgruppe Wärme- und Stoffübertragung'
start_date: 2019-03-18
date_created: 2019-11-22T09:24:54Z
date_updated: 2022-01-06T06:52:16Z
department:
- _id: '9'
- _id: '145'
language:
- iso: eng
publication: ' Jahrestreffen der ProcessNet-Fachgruppe Wärme- und Stoffübertragung'
series_title: ' Jahrestreffen der ProcessNet-Fachgruppe Wärme- und Stoffübertragung'
status: public
title: Modellierungsansatz zur Simulation von Gravidestillation mit Metallschäumen
type: conference_abstract
user_id: '71302'
year: '2019'
...
---
_id: '15154'
author:
- first_name: Marc
full_name: Wende, Marc
id: '71302'
last_name: Wende
- first_name: 'Christoph '
full_name: 'Staggenborg, Christoph '
last_name: Staggenborg
- first_name: Eugeny
full_name: Kenig, Eugeny
id: '665'
last_name: Kenig
citation:
ama: 'Wende M, Staggenborg C, Kenig E. Simulation von Gravidestillationsprozessen
mit Metallschäumen. In: Workshop Wärmeübertragung Mit Phasenwechsel in Fluiden
Systemen: Ein Update. Workshop Wärmeübertragung mit Phasenwechsel in fluiden
Systemen: Ein Update. ; 2019.'
apa: 'Wende, M., Staggenborg, C., & Kenig, E. (2019). Simulation von Gravidestillationsprozessen
mit Metallschäumen. In Workshop Wärmeübertragung mit Phasenwechsel in fluiden
Systemen: Ein Update. Paderborn.'
bibtex: '@inproceedings{Wende_Staggenborg_Kenig_2019, series={Workshop Wärmeübertragung
mit Phasenwechsel in fluiden Systemen: Ein Update}, title={Simulation von Gravidestillationsprozessen
mit Metallschäumen}, booktitle={Workshop Wärmeübertragung mit Phasenwechsel in
fluiden Systemen: Ein Update}, author={Wende, Marc and Staggenborg, Christoph and
Kenig, Eugeny}, year={2019}, collection={Workshop Wärmeübertragung mit Phasenwechsel
in fluiden Systemen: Ein Update} }'
chicago: 'Wende, Marc, Christoph Staggenborg, and Eugeny Kenig. “Simulation von
Gravidestillationsprozessen Mit Metallschäumen.” In Workshop Wärmeübertragung
Mit Phasenwechsel in Fluiden Systemen: Ein Update. Workshop Wärmeübertragung
Mit Phasenwechsel in Fluiden Systemen: Ein Update, 2019.'
ieee: 'M. Wende, C. Staggenborg, and E. Kenig, “Simulation von Gravidestillationsprozessen
mit Metallschäumen,” in Workshop Wärmeübertragung mit Phasenwechsel in fluiden
Systemen: Ein Update, Paderborn, 2019.'
mla: 'Wende, Marc, et al. “Simulation von Gravidestillationsprozessen Mit Metallschäumen.”
Workshop Wärmeübertragung Mit Phasenwechsel in Fluiden Systemen: Ein Update,
2019.'
short: 'M. Wende, C. Staggenborg, E. Kenig, in: Workshop Wärmeübertragung Mit Phasenwechsel
in Fluiden Systemen: Ein Update, 2019.'
conference:
end_date: 2019-09-20
location: Paderborn
name: 'Workshop Wärmeübertragung mit Phasenwechsel in fluiden Systemen: Ein Update'
start_date: 2019-09-19
date_created: 2019-11-22T09:27:32Z
date_updated: 2022-01-06T06:52:16Z
department:
- _id: '9'
- _id: '145'
language:
- iso: eng
publication: 'Workshop Wärmeübertragung mit Phasenwechsel in fluiden Systemen: Ein
Update'
series_title: 'Workshop Wärmeübertragung mit Phasenwechsel in fluiden Systemen: Ein
Update'
status: public
title: Simulation von Gravidestillationsprozessen mit Metallschäumen
type: conference_abstract
user_id: '71302'
year: '2019'
...
---
_id: '16305'
author:
- first_name: Matthias
full_name: Linnemann, Matthias
last_name: Linnemann
- first_name: Pavel Anatolyevich
full_name: Nikolaychuk, Pavel Anatolyevich
last_name: Nikolaychuk
- first_name: Y. Mauricio
full_name: Muñoz-Muñoz, Y. Mauricio
last_name: Muñoz-Muñoz
- first_name: Elmar
full_name: Baumhögger, Elmar
id: '15164'
last_name: Baumhögger
- first_name: Jadran
full_name: Vrabec, Jadran
last_name: Vrabec
citation:
ama: Linnemann M, Nikolaychuk PA, Muñoz-Muñoz YM, Baumhögger E, Vrabec J. Henry’s
Law Constant of Noble Gases in Water, Methanol, Ethanol, and Isopropanol by Experiment
and Molecular Simulation. Journal of Chemical & Engineering Data. 2019:1180-1188.
doi:10.1021/acs.jced.9b00565
apa: Linnemann, M., Nikolaychuk, P. A., Muñoz-Muñoz, Y. M., Baumhögger, E., &
Vrabec, J. (2019). Henry’s Law Constant of Noble Gases in Water, Methanol, Ethanol,
and Isopropanol by Experiment and Molecular Simulation. Journal of Chemical
& Engineering Data, 1180–1188. https://doi.org/10.1021/acs.jced.9b00565
bibtex: '@article{Linnemann_Nikolaychuk_Muñoz-Muñoz_Baumhögger_Vrabec_2019, title={Henry’s
Law Constant of Noble Gases in Water, Methanol, Ethanol, and Isopropanol by Experiment
and Molecular Simulation}, DOI={10.1021/acs.jced.9b00565},
journal={Journal of Chemical & Engineering Data}, author={Linnemann, Matthias
and Nikolaychuk, Pavel Anatolyevich and Muñoz-Muñoz, Y. Mauricio and Baumhögger,
Elmar and Vrabec, Jadran}, year={2019}, pages={1180–1188} }'
chicago: Linnemann, Matthias, Pavel Anatolyevich Nikolaychuk, Y. Mauricio Muñoz-Muñoz,
Elmar Baumhögger, and Jadran Vrabec. “Henry’s Law Constant of Noble Gases in Water,
Methanol, Ethanol, and Isopropanol by Experiment and Molecular Simulation.” Journal
of Chemical & Engineering Data, 2019, 1180–88. https://doi.org/10.1021/acs.jced.9b00565.
ieee: M. Linnemann, P. A. Nikolaychuk, Y. M. Muñoz-Muñoz, E. Baumhögger, and J.
Vrabec, “Henry’s Law Constant of Noble Gases in Water, Methanol, Ethanol, and
Isopropanol by Experiment and Molecular Simulation,” Journal of Chemical &
Engineering Data, pp. 1180–1188, 2019.
mla: Linnemann, Matthias, et al. “Henry’s Law Constant of Noble Gases in Water,
Methanol, Ethanol, and Isopropanol by Experiment and Molecular Simulation.” Journal
of Chemical & Engineering Data, 2019, pp. 1180–88, doi:10.1021/acs.jced.9b00565.
short: M. Linnemann, P.A. Nikolaychuk, Y.M. Muñoz-Muñoz, E. Baumhögger, J. Vrabec,
Journal of Chemical & Engineering Data (2019) 1180–1188.
date_created: 2020-03-16T09:17:05Z
date_updated: 2022-01-06T06:52:48Z
department:
- _id: '155'
doi: 10.1021/acs.jced.9b00565
language:
- iso: eng
page: 1180-1188
publication: Journal of Chemical & Engineering Data
publication_identifier:
issn:
- 0021-9568
- 1520-5134
publication_status: published
status: public
title: Henry’s Law Constant of Noble Gases in Water, Methanol, Ethanol, and Isopropanol
by Experiment and Molecular Simulation
type: journal_article
user_id: '15164'
year: '2019'
...
---
_id: '16341'
abstract:
- lang: eng
text: "We present a technique for rendering highly complex 3D scenes in real-time
by\r\ngenerating uniformly distributed points on the scene's visible surfaces.
The\r\ntechnique is applicable to a wide range of scene types, like scenes directly\r\nbased
on complex and detailed CAD data consisting of billions of polygons (in\r\ncontrast
to scenes handcrafted solely for visualization). This allows to\r\nvisualize such
scenes smoothly even in VR on a HMD with good image quality,\r\nwhile maintaining
the necessary frame-rates. In contrast to other point based\r\nrendering methods,
we place points in an approximated blue noise distribution\r\nonly on visible
surfaces and store them in a highly GPU efficient data\r\nstructure, allowing
to progressively refine the number of rendered points to\r\nmaximize the image
quality for a given target frame rate. Our evaluation shows\r\nthat scenes consisting
of a high amount of polygons can be rendered with\r\ninteractive frame rates with
good visual quality on standard hardware."
author:
- first_name: Sascha
full_name: Brandt, Sascha
id: '11648'
last_name: Brandt
orcid: 0000-0003-3546-203X
- first_name: Claudius
full_name: Jähn, Claudius
last_name: Jähn
- first_name: Matthias
full_name: Fischer, Matthias
id: '146'
last_name: Fischer
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
id: '15523'
last_name: Meyer auf der Heide
citation:
ama: Brandt S, Jähn C, Fischer M, Meyer auf der Heide F. Rendering of Complex Heterogenous
Scenes using Progressive Blue Surfels. arXiv:190408225. 2019.
apa: Brandt, S., Jähn, C., Fischer, M., & Meyer auf der Heide, F. (2019). Rendering
of Complex Heterogenous Scenes using Progressive Blue Surfels. ArXiv:1904.08225.
bibtex: '@article{Brandt_Jähn_Fischer_Meyer auf der Heide_2019, title={Rendering
of Complex Heterogenous Scenes using Progressive Blue Surfels}, journal={arXiv:1904.08225},
author={Brandt, Sascha and Jähn, Claudius and Fischer, Matthias and Meyer auf
der Heide, Friedhelm}, year={2019} }'
chicago: Brandt, Sascha, Claudius Jähn, Matthias Fischer, and Friedhelm Meyer auf
der Heide. “Rendering of Complex Heterogenous Scenes Using Progressive Blue Surfels.”
ArXiv:1904.08225, 2019.
ieee: S. Brandt, C. Jähn, M. Fischer, and F. Meyer auf der Heide, “Rendering of
Complex Heterogenous Scenes using Progressive Blue Surfels,” arXiv:1904.08225.
2019.
mla: Brandt, Sascha, et al. “Rendering of Complex Heterogenous Scenes Using Progressive
Blue Surfels.” ArXiv:1904.08225, 2019.
short: S. Brandt, C. Jähn, M. Fischer, F. Meyer auf der Heide, ArXiv:1904.08225
(2019).
date_created: 2020-03-24T08:59:44Z
date_updated: 2022-01-06T06:52:49Z
department:
- _id: '63'
external_id:
arxiv:
- '1904.08225'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
publication: arXiv:1904.08225
status: public
title: Rendering of Complex Heterogenous Scenes using Progressive Blue Surfels
type: preprint
user_id: '15415'
year: '2019'
...
---
_id: '13271'
abstract:
- lang: eng
text: Automatic meeting analysis comprises the tasks of speaker counting, speaker
diarization, and the separation of overlapped speech, followed by automatic speech
recognition. This all has to be carried out on arbitrarily long sessions and,
ideally, in an online or block-online manner. While significant progress has been
made on individual tasks, this paper presents for the first time an all-neural
approach to simultaneous speaker counting, diarization and source separation.
The NN-based estimator operates in a block-online fashion and tracks speakers
even if they remain silent for a number of time blocks, thus learning a stable
output order for the separated sources. The neural network is recurrent over time
as well as over the number of sources. The simulation experiments show that state
of the art separation performance is achieved, while at the same time delivering
good diarization and source counting results. It even generalizes well to an unseen
large number of blocks.
author:
- first_name: Thilo
full_name: von Neumann, Thilo
last_name: von Neumann
- first_name: Keisuke
full_name: Kinoshita, Keisuke
last_name: Kinoshita
- first_name: Marc
full_name: Delcroix, Marc
last_name: Delcroix
- first_name: Shoko
full_name: Araki, Shoko
last_name: Araki
- first_name: Tomohiro
full_name: Nakatani, Tomohiro
last_name: Nakatani
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'von Neumann T, Kinoshita K, Delcroix M, Araki S, Nakatani T, Haeb-Umbach R.
All-neural Online Source Separation, Counting, and Diarization for Meeting Analysis.
In: ICASSP 2019, Brighton, UK. ; 2019.'
apa: von Neumann, T., Kinoshita, K., Delcroix, M., Araki, S., Nakatani, T., &
Haeb-Umbach, R. (2019). All-neural Online Source Separation, Counting, and Diarization
for Meeting Analysis. In ICASSP 2019, Brighton, UK.
bibtex: '@inproceedings{von Neumann_Kinoshita_Delcroix_Araki_Nakatani_Haeb-Umbach_2019,
title={All-neural Online Source Separation, Counting, and Diarization for Meeting
Analysis}, booktitle={ICASSP 2019, Brighton, UK}, author={von Neumann, Thilo and
Kinoshita, Keisuke and Delcroix, Marc and Araki, Shoko and Nakatani, Tomohiro
and Haeb-Umbach, Reinhold}, year={2019} }'
chicago: Neumann, Thilo von, Keisuke Kinoshita, Marc Delcroix, Shoko Araki, Tomohiro
Nakatani, and Reinhold Haeb-Umbach. “All-Neural Online Source Separation, Counting,
and Diarization for Meeting Analysis.” In ICASSP 2019, Brighton, UK, 2019.
ieee: T. von Neumann, K. Kinoshita, M. Delcroix, S. Araki, T. Nakatani, and R. Haeb-Umbach,
“All-neural Online Source Separation, Counting, and Diarization for Meeting Analysis,”
in ICASSP 2019, Brighton, UK, 2019.
mla: von Neumann, Thilo, et al. “All-Neural Online Source Separation, Counting,
and Diarization for Meeting Analysis.” ICASSP 2019, Brighton, UK, 2019.
short: 'T. von Neumann, K. Kinoshita, M. Delcroix, S. Araki, T. Nakatani, R. Haeb-Umbach,
in: ICASSP 2019, Brighton, UK, 2019.'
date_created: 2019-09-18T08:20:50Z
date_updated: 2022-01-06T06:51:31Z
ddc:
- '000'
department:
- _id: '54'
file:
- access_level: open_access
content_type: application/pdf
creator: huesera
date_created: 2019-09-18T08:28:39Z
date_updated: 2019-09-19T07:05:57Z
file_id: '13272'
file_name: ICASSP_2019_Neumann_Paper.pdf
file_size: 126453
relation: main_file
file_date_updated: 2019-09-19T07:05:57Z
has_accepted_license: '1'
language:
- iso: eng
oa: '1'
publication: ICASSP 2019, Brighton, UK
status: public
title: All-neural Online Source Separation, Counting, and Diarization for Meeting
Analysis
type: conference
user_id: '59789'
year: '2019'
...
---
_id: '13442'
author:
- first_name: Seyed Alborz
full_name: Manavi, Seyed Alborz
last_name: Manavi
- first_name: Eugeny
full_name: Kenig, Eugeny
id: '665'
last_name: Kenig
citation:
ama: 'Manavi SA, Kenig E. Numerical Simulation of Forced Convection in a Microchannel
with Realistic Roughness of 3D Printed Surface. In: Computer Aided Chemical
Engineering. Eindhoven, Netherlands: 29th European Symposium on Computer Aided
Process Engineering; 2019. doi:10.1016/b978-0-12-818634-3.50138-7'
apa: 'Manavi, S. A., & Kenig, E. (2019). Numerical Simulation of Forced Convection
in a Microchannel with Realistic Roughness of 3D Printed Surface. In Computer
Aided Chemical Engineering. Eindhoven, Netherlands: 29th European Symposium
on Computer Aided Process Engineering. https://doi.org/10.1016/b978-0-12-818634-3.50138-7'
bibtex: '@inproceedings{Manavi_Kenig_2019, place={Eindhoven, Netherlands}, title={Numerical
Simulation of Forced Convection in a Microchannel with Realistic Roughness of
3D Printed Surface}, DOI={10.1016/b978-0-12-818634-3.50138-7},
booktitle={Computer Aided Chemical Engineering}, publisher={29th European Symposium
on Computer Aided Process Engineering}, author={Manavi, Seyed Alborz and Kenig,
Eugeny}, year={2019} }'
chicago: 'Manavi, Seyed Alborz, and Eugeny Kenig. “Numerical Simulation of Forced
Convection in a Microchannel with Realistic Roughness of 3D Printed Surface.”
In Computer Aided Chemical Engineering. Eindhoven, Netherlands: 29th European
Symposium on Computer Aided Process Engineering, 2019. https://doi.org/10.1016/b978-0-12-818634-3.50138-7.'
ieee: S. A. Manavi and E. Kenig, “Numerical Simulation of Forced Convection in a
Microchannel with Realistic Roughness of 3D Printed Surface,” in Computer Aided
Chemical Engineering, 2019.
mla: Manavi, Seyed Alborz, and Eugeny Kenig. “Numerical Simulation of Forced Convection
in a Microchannel with Realistic Roughness of 3D Printed Surface.” Computer
Aided Chemical Engineering, 29th European Symposium on Computer Aided Process
Engineering, 2019, doi:10.1016/b978-0-12-818634-3.50138-7.
short: 'S.A. Manavi, E. Kenig, in: Computer Aided Chemical Engineering, 29th European
Symposium on Computer Aided Process Engineering, Eindhoven, Netherlands, 2019.'
date_created: 2019-09-23T07:06:11Z
date_updated: 2022-01-06T06:51:36Z
department:
- _id: '9'
- _id: '145'
doi: 10.1016/b978-0-12-818634-3.50138-7
language:
- iso: eng
place: Eindhoven, Netherlands
project:
- _id: '52'
name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Computer Aided Chemical Engineering
publication_identifier:
isbn:
- '9780128186343'
issn:
- 1570-7946
publication_status: published
publisher: 29th European Symposium on Computer Aided Process Engineering
status: public
title: Numerical Simulation of Forced Convection in a Microchannel with Realistic
Roughness of 3D Printed Surface
type: conference
user_id: '29891'
year: '2019'
...
---
_id: '10093'
author:
- first_name: Dirk
full_name: Beyer, Dirk
last_name: Beyer
- first_name: Marie-Christine
full_name: Jakobs, Marie-Christine
last_name: Jakobs
- first_name: Thomas
full_name: Lemberger, Thomas
last_name: Lemberger
- first_name: Heike
full_name: Wehrheim, Heike
id: '573'
last_name: Wehrheim
citation:
ama: 'Beyer D, Jakobs M-C, Lemberger T, Wehrheim H. Combining Verifiers in Conditional
Model Checking via Reducers. In: Becker S, Bogicevic I, Herzwurm G, Wagner S,
eds. Software Engineering and Software Management (SE/SWM 2019), Stuttgart,
Germany, February 18-22, 2019. Vol P-292. LNI. GI; 2019:151--152. doi:10.18420/se2019-46'
apa: Beyer, D., Jakobs, M.-C., Lemberger, T., & Wehrheim, H. (2019). Combining
Verifiers in Conditional Model Checking via Reducers. In S. Becker, I. Bogicevic,
G. Herzwurm, & S. Wagner (Eds.), Software Engineering and Software Management
(SE/SWM 2019), Stuttgart, Germany, February 18-22, 2019 (Vol. P-292, pp. 151--152).
GI. https://doi.org/10.18420/se2019-46
bibtex: '@inproceedings{Beyer_Jakobs_Lemberger_Wehrheim_2019, series={LNI}, title={Combining
Verifiers in Conditional Model Checking via Reducers}, volume={P-292}, DOI={10.18420/se2019-46}, booktitle={Software
Engineering and Software Management (SE/SWM 2019), Stuttgart, Germany, February
18-22, 2019}, publisher={GI}, author={Beyer, Dirk and Jakobs, Marie-Christine
and Lemberger, Thomas and Wehrheim, Heike}, editor={Becker, Steffen and Bogicevic,
Ivan and Herzwurm, Georg and Wagner, StefanEditors}, year={2019}, pages={151--152},
collection={LNI} }'
chicago: Beyer, Dirk, Marie-Christine Jakobs, Thomas Lemberger, and Heike Wehrheim.
“Combining Verifiers in Conditional Model Checking via Reducers.” In Software
Engineering and Software Management (SE/SWM 2019), Stuttgart, Germany, February
18-22, 2019, edited by Steffen Becker, Ivan Bogicevic, Georg Herzwurm, and
Stefan Wagner, P-292:151--152. LNI. GI, 2019. https://doi.org/10.18420/se2019-46.
ieee: D. Beyer, M.-C. Jakobs, T. Lemberger, and H. Wehrheim, “Combining Verifiers
in Conditional Model Checking via Reducers,” in Software Engineering and Software
Management (SE/SWM 2019), Stuttgart, Germany, February 18-22, 2019, 2019,
vol. P-292, pp. 151--152.
mla: Beyer, Dirk, et al. “Combining Verifiers in Conditional Model Checking via
Reducers.” Software Engineering and Software Management (SE/SWM 2019), Stuttgart,
Germany, February 18-22, 2019, edited by Steffen Becker et al., vol. P-292,
GI, 2019, pp. 151--152, doi:10.18420/se2019-46.
short: 'D. Beyer, M.-C. Jakobs, T. Lemberger, H. Wehrheim, in: S. Becker, I. Bogicevic,
G. Herzwurm, S. Wagner (Eds.), Software Engineering and Software Management (SE/SWM
2019), Stuttgart, Germany, February 18-22, 2019, GI, 2019, pp. 151--152.'
date_created: 2019-06-03T08:08:39Z
date_updated: 2022-01-06T06:50:28Z
ddc:
- '004'
department:
- _id: '77'
doi: 10.18420/se2019-46
editor:
- first_name: Steffen
full_name: Becker, Steffen
last_name: Becker
- first_name: Ivan
full_name: Bogicevic, Ivan
last_name: Bogicevic
- first_name: Georg
full_name: Herzwurm, Georg
last_name: Herzwurm
- first_name: Stefan
full_name: Wagner, Stefan
last_name: Wagner
file:
- access_level: closed
content_type: application/pdf
creator: ups
date_created: 2019-08-26T09:31:55Z
date_updated: 2019-08-26T09:31:55Z
file_id: '12956'
file_name: 46.pdf
file_size: 472426
relation: main_file
success: 1
file_date_updated: 2019-08-26T09:31:55Z
has_accepted_license: '1'
language:
- iso: eng
page: 151--152
project:
- _id: '12'
name: SFB 901 - Subproject B4
- _id: '1'
name: SFB 901
- _id: '3'
name: SFB 901 - Project Area B
publication: Software Engineering and Software Management (SE/SWM 2019), Stuttgart,
Germany, February 18-22, 2019
publisher: GI
series_title: LNI
status: public
title: Combining Verifiers in Conditional Model Checking via Reducers
type: conference
user_id: '477'
volume: P-292
year: '2019'
...
---
_id: '10094'
author:
- first_name: Arnab
full_name: Sharma, Arnab
id: '67200'
last_name: Sharma
- first_name: Heike
full_name: Wehrheim, Heike
id: '573'
last_name: Wehrheim
citation:
ama: 'Sharma A, Wehrheim H. Testing Balancedness of ML Algorithms. In: Becker S,
Bogicevic I, Herzwurm G, Wagner S, eds. Software Engineering and Software Management,
{SE/SWM} 2019, Stuttgart, Germany, February 18-22, 2019. Vol {P-292}. {LNI}.
{GI}; 2019:157-158. doi:10.18420/se2019-48'
apa: Sharma, A., & Wehrheim, H. (2019). Testing Balancedness of ML Algorithms.
In S. Becker, I. Bogicevic, G. Herzwurm, & S. Wagner (Eds.), Software Engineering
and Software Management, {SE/SWM} 2019, Stuttgart, Germany, February 18-22, 2019
(Vol. {P-292}, pp. 157–158). {GI}. https://doi.org/10.18420/se2019-48
bibtex: '@inproceedings{Sharma_Wehrheim_2019, series={{LNI}}, title={Testing Balancedness
of ML Algorithms}, volume={{P-292}}, DOI={10.18420/se2019-48},
booktitle={Software Engineering and Software Management, {SE/SWM} 2019, Stuttgart,
Germany, February 18-22, 2019}, publisher={{GI}}, author={Sharma, Arnab and Wehrheim,
Heike}, editor={Becker, Steffen and Bogicevic, Ivan and Herzwurm, Georg and Wagner,
StefanEditors}, year={2019}, pages={157–158}, collection={{LNI}} }'
chicago: Sharma, Arnab, and Heike Wehrheim. “Testing Balancedness of ML Algorithms.”
In Software Engineering and Software Management, {SE/SWM} 2019, Stuttgart,
Germany, February 18-22, 2019, edited by Steffen Becker, Ivan Bogicevic, Georg
Herzwurm, and Stefan Wagner, {P-292}:157–58. {LNI}. {GI}, 2019. https://doi.org/10.18420/se2019-48.
ieee: A. Sharma and H. Wehrheim, “Testing Balancedness of ML Algorithms,” in Software
Engineering and Software Management, {SE/SWM} 2019, Stuttgart, Germany, February
18-22, 2019, 2019, vol. {P-292}, pp. 157–158.
mla: Sharma, Arnab, and Heike Wehrheim. “Testing Balancedness of ML Algorithms.”
Software Engineering and Software Management, {SE/SWM} 2019, Stuttgart, Germany,
February 18-22, 2019, edited by Steffen Becker et al., vol. {P-292}, {GI},
2019, pp. 157–58, doi:10.18420/se2019-48.
short: 'A. Sharma, H. Wehrheim, in: S. Becker, I. Bogicevic, G. Herzwurm, S. Wagner
(Eds.), Software Engineering and Software Management, {SE/SWM} 2019, Stuttgart,
Germany, February 18-22, 2019, {GI}, 2019, pp. 157–158.'
date_created: 2019-06-03T08:10:55Z
date_updated: 2022-01-06T06:50:28Z
department:
- _id: '77'
doi: 10.18420/se2019-48
editor:
- first_name: Steffen
full_name: Becker, Steffen
last_name: Becker
- first_name: Ivan
full_name: Bogicevic, Ivan
last_name: Bogicevic
- first_name: Georg
full_name: Herzwurm, Georg
last_name: Herzwurm
- first_name: Stefan
full_name: Wagner, Stefan
last_name: Wagner
language:
- iso: eng
page: 157-158
publication: Software Engineering and Software Management, {SE/SWM} 2019, Stuttgart,
Germany, February 18-22, 2019
publisher: '{GI}'
series_title: '{LNI}'
status: public
title: Testing Balancedness of ML Algorithms
type: conference
user_id: '29719'
volume: '{P-292}'
year: '2019'
...
---
_id: '13806'
author:
- first_name: Christian
full_name: Dammann, Christian
last_name: Dammann
- first_name: Rolf
full_name: Mahnken, Rolf
last_name: Mahnken
citation:
ama: 'Dammann C, Mahnken R. Simulation of a resin transfer molding process using
a phase field approach within the theory of porous media. Composites Part A:
Applied Science and Manufacturing. 2019;120:147-160. doi:10.1016/j.compositesa.2019.02.022'
apa: 'Dammann, C., & Mahnken, R. (2019). Simulation of a resin transfer molding
process using a phase field approach within the theory of porous media. Composites
Part A: Applied Science and Manufacturing, 120, 147–160. https://doi.org/10.1016/j.compositesa.2019.02.022'
bibtex: '@article{Dammann_Mahnken_2019, title={Simulation of a resin transfer molding
process using a phase field approach within the theory of porous media}, volume={120},
DOI={10.1016/j.compositesa.2019.02.022},
journal={Composites Part A: Applied Science and Manufacturing}, author={Dammann,
Christian and Mahnken, Rolf}, year={2019}, pages={147–160} }'
chicago: 'Dammann, Christian, and Rolf Mahnken. “Simulation of a Resin Transfer
Molding Process Using a Phase Field Approach within the Theory of Porous Media.”
Composites Part A: Applied Science and Manufacturing 120 (2019): 147–60.
https://doi.org/10.1016/j.compositesa.2019.02.022.'
ieee: 'C. Dammann and R. Mahnken, “Simulation of a resin transfer molding process
using a phase field approach within the theory of porous media,” Composites
Part A: Applied Science and Manufacturing, vol. 120, pp. 147–160, 2019.'
mla: 'Dammann, Christian, and Rolf Mahnken. “Simulation of a Resin Transfer Molding
Process Using a Phase Field Approach within the Theory of Porous Media.” Composites
Part A: Applied Science and Manufacturing, vol. 120, 2019, pp. 147–60, doi:10.1016/j.compositesa.2019.02.022.'
short: 'C. Dammann, R. Mahnken, Composites Part A: Applied Science and Manufacturing
120 (2019) 147–160.'
date_created: 2019-10-14T12:11:37Z
date_updated: 2022-01-06T06:51:45Z
department:
- _id: '154'
doi: 10.1016/j.compositesa.2019.02.022
intvolume: ' 120'
language:
- iso: eng
page: 147-160
publication: 'Composites Part A: Applied Science and Manufacturing'
publication_identifier:
issn:
- 1359-835X
publication_status: published
status: public
title: Simulation of a resin transfer molding process using a phase field approach
within the theory of porous media
type: journal_article
user_id: '78813'
volume: 120
year: '2019'
...
---
_id: '13813'
author:
- first_name: P.
full_name: Lenz, P.
last_name: Lenz
- first_name: R.
full_name: Mahnken, R.
last_name: Mahnken
citation:
ama: Lenz P, Mahnken R. “Damage simulation of fiber reinforced composites using
mean-field homogenization methods” . PAMM. 2019;19.
apa: Lenz, P., & Mahnken, R. (2019). “Damage simulation of fiber reinforced
composites using mean-field homogenization methods” . PAMM, 19.
bibtex: '@article{Lenz_Mahnken_2019, title={“Damage simulation of fiber reinforced
composites using mean-field homogenization methods” }, volume={19}, journal={PAMM},
author={Lenz, P. and Mahnken, R.}, year={2019} }'
chicago: Lenz, P., and R. Mahnken. “‘Damage Simulation of Fiber Reinforced Composites
Using Mean-Field Homogenization Methods’ .” PAMM 19 (2019).
ieee: P. Lenz and R. Mahnken, “‘Damage simulation of fiber reinforced composites
using mean-field homogenization methods’ ,” PAMM, vol. 19, 2019.
mla: Lenz, P., and R. Mahnken. “‘Damage Simulation of Fiber Reinforced Composites
Using Mean-Field Homogenization Methods’ .” PAMM, vol. 19, 2019.
short: P. Lenz, R. Mahnken, PAMM 19 (2019).
date_created: 2019-10-14T12:38:50Z
date_updated: 2022-01-06T06:51:45Z
department:
- _id: '154'
intvolume: ' 19'
language:
- iso: eng
publication: PAMM
status: public
title: '"Damage simulation of fiber reinforced composites using mean-field homogenization
methods" '
type: journal_article
user_id: '78813'
volume: 19
year: '2019'
...
---
_id: '22457'
author:
- first_name: Mike
full_name: Bothe, Mike
id: '72973'
last_name: Bothe
- first_name: Alexander
full_name: Fedorov, Alexander
last_name: Fedorov
- first_name: Herrmann
full_name: Frei, Herrmann
last_name: Frei
- first_name: Nicole
full_name: Lutters, Nicole
id: '22006'
last_name: Lutters
- first_name: Eugeny
full_name: Kenig, Eugeny
id: '665'
last_name: Kenig
citation:
ama: 'Bothe M, Fedorov A, Frei H, Lutters N, Kenig E. Dynamische Simulation reaktiver
Absorptionsprozesse zur Entwicklung modellbasierter Werkzeuge zur Vermeidung von
Vor- und Notfallsituationen in der Industrie. In: Jahrestreffen der ProcessNet-Fachgruppen
Fluidverfahrenstechnik und Membrantechnik; 2019.'
apa: Bothe, M., Fedorov, A., Frei, H., Lutters, N., & Kenig, E. (2019). Dynamische
Simulation reaktiver Absorptionsprozesse zur Entwicklung modellbasierter Werkzeuge
zur Vermeidung von Vor- und Notfallsituationen in der Industrie. Jahrestreffen
der ProcessNet-Fachgruppen Fluidverfahrenstechnik und Membrantechnik, Potsdam.
bibtex: '@inproceedings{Bothe_Fedorov_Frei_Lutters_Kenig_2019, place={Potsdam},
title={Dynamische Simulation reaktiver Absorptionsprozesse zur Entwicklung modellbasierter
Werkzeuge zur Vermeidung von Vor- und Notfallsituationen in der Industrie}, publisher={Jahrestreffen
der ProcessNet-Fachgruppen Fluidverfahrenstechnik und Membrantechnik}, author={Bothe,
Mike and Fedorov, Alexander and Frei, Herrmann and Lutters, Nicole and Kenig,
Eugeny}, year={2019} }'
chicago: 'Bothe, Mike, Alexander Fedorov, Herrmann Frei, Nicole Lutters, and Eugeny
Kenig. “Dynamische Simulation Reaktiver Absorptionsprozesse Zur Entwicklung Modellbasierter
Werkzeuge Zur Vermeidung von Vor- Und Notfallsituationen in Der Industrie.” Potsdam:
Jahrestreffen der ProcessNet-Fachgruppen Fluidverfahrenstechnik und Membrantechnik,
2019.'
ieee: M. Bothe, A. Fedorov, H. Frei, N. Lutters, and E. Kenig, “Dynamische Simulation
reaktiver Absorptionsprozesse zur Entwicklung modellbasierter Werkzeuge zur Vermeidung
von Vor- und Notfallsituationen in der Industrie,” presented at the Jahrestreffen
der ProcessNet-Fachgruppen Fluidverfahrenstechnik und Membrantechnik, Potsdam,
2019.
mla: Bothe, Mike, et al. Dynamische Simulation Reaktiver Absorptionsprozesse
Zur Entwicklung Modellbasierter Werkzeuge Zur Vermeidung von Vor- Und Notfallsituationen
in Der Industrie. Jahrestreffen der ProcessNet-Fachgruppen Fluidverfahrenstechnik
und Membrantechnik, 2019.
short: 'M. Bothe, A. Fedorov, H. Frei, N. Lutters, E. Kenig, in: Jahrestreffen der
ProcessNet-Fachgruppen Fluidverfahrenstechnik und Membrantechnik, Potsdam, 2019.'
conference:
end_date: 2019-03-29
location: Potsdam
name: Jahrestreffen der ProcessNet-Fachgruppen Fluidverfahrenstechnik und Membrantechnik
start_date: 2019-03-27
date_created: 2021-06-17T07:41:31Z
date_updated: 2022-03-28T08:16:53Z
department:
- _id: '9'
- _id: '145'
language:
- iso: eng
place: Potsdam
publisher: Jahrestreffen der ProcessNet-Fachgruppen Fluidverfahrenstechnik und Membrantechnik
status: public
title: Dynamische Simulation reaktiver Absorptionsprozesse zur Entwicklung modellbasierter
Werkzeuge zur Vermeidung von Vor- und Notfallsituationen in der Industrie
type: conference_abstract
user_id: '72973'
year: '2019'
...
---
_id: '24464'
author:
- first_name: 'Johannes '
full_name: ' Terhechte, Johannes '
last_name: ' Terhechte'
- first_name: Anna Lena
full_name: ' Berscheid, Anna Lena'
last_name: ' Berscheid'
- first_name: Ilona
full_name: Horwath, Ilona
last_name: Horwath
citation:
ama: 'Terhechte J, Berscheid AL, Horwath I. DEVELOPMENT OF A CYBER-PHYSICAL SIMULATION
ASSISTANCE SYSTEM FOR PARTIALLY AUTOMATED OPTIMIZATION OF THE EXTRUSION PROCESS.
In: ; 2019.'
apa: Terhechte, J., Berscheid, A. L., & Horwath, I. (2019). DEVELOPMENT
OF A CYBER-PHYSICAL SIMULATION ASSISTANCE SYSTEM FOR PARTIALLY AUTOMATED OPTIMIZATION
OF THE EXTRUSION PROCESS. 36th Danubia-Adria Symposium on Advances in Experimental
Mechanics, Plzeň, Czech Republic.
bibtex: '@inproceedings{ Terhechte_ Berscheid_Horwath_2019, title={DEVELOPMENT OF
A CYBER-PHYSICAL SIMULATION ASSISTANCE SYSTEM FOR PARTIALLY AUTOMATED OPTIMIZATION
OF THE EXTRUSION PROCESS}, author={ Terhechte, Johannes and Berscheid, Anna
Lena and Horwath, Ilona}, year={2019} }'
chicago: Terhechte, Johannes , Anna Lena Berscheid, and Ilona Horwath. “DEVELOPMENT
OF A CYBER-PHYSICAL SIMULATION ASSISTANCE SYSTEM FOR PARTIALLY AUTOMATED OPTIMIZATION
OF THE EXTRUSION PROCESS,” 2019.
ieee: J. Terhechte, A. L. Berscheid, and I. Horwath, “DEVELOPMENT OF A CYBER-PHYSICAL
SIMULATION ASSISTANCE SYSTEM FOR PARTIALLY AUTOMATED OPTIMIZATION OF THE EXTRUSION
PROCESS,” presented at the 36th Danubia-Adria Symposium on Advances in Experimental
Mechanics, Plzeň, Czech Republic, 2019.
mla: Terhechte, Johannes, et al. DEVELOPMENT OF A CYBER-PHYSICAL SIMULATION ASSISTANCE
SYSTEM FOR PARTIALLY AUTOMATED OPTIMIZATION OF THE EXTRUSION PROCESS. 2019.
short: 'J. Terhechte, A.L. Berscheid, I. Horwath, in: 2019.'
conference:
end_date: 2019-09-27
location: Plzeň, Czech Republic
name: 36th Danubia-Adria Symposium on Advances in Experimental Mechanics
start_date: 2019-09-24
date_created: 2021-09-14T21:18:02Z
date_updated: 2022-04-21T18:14:05Z
ddc:
- '620'
department:
- _id: '603'
file:
- access_level: closed
content_type: application/pdf
creator: innem
date_created: 2021-09-14T21:16:39Z
date_updated: 2021-09-14T21:16:39Z
file_id: '24465'
file_name: Terhechte_Berscheid_Horwath_2019.pdf
file_size: 571978
relation: main_file
success: 1
file_date_updated: 2021-09-14T21:16:39Z
has_accepted_license: '1'
language:
- iso: eng
quality_controlled: '1'
status: public
title: DEVELOPMENT OF A CYBER-PHYSICAL SIMULATION ASSISTANCE SYSTEM FOR PARTIALLY
AUTOMATED OPTIMIZATION OF THE EXTRUSION PROCESS
type: conference
user_id: '83744'
year: '2019'
...
---
_id: '22047'
abstract:
- lang: eng
text: Plastic freeforming (PF) is an additive-manufacturing process for producing
three-dimensional plastic parts based on 3D CAD data by applying plastic droplets
in layers. This process is used to produce customer-specific and complex geometries
(prototypes and small series) on organic sheets. A comparable serial process is
the injection of a second component onto organic sheets by injection molding.
A sufficient bond between the PF structure and the organic sheets is of particular
importance for each application. If this is not guaranteed, the composite system
cannot withstand the mechanical load and fails. The force exerted on the system
can no longer be transmitted between the PF structure and the organic sheet. The
organic sheet is made of glass fiber-reinforced polypropylene (PP). The connection
between the organic sheet and the PF structure is achieved by welding the molten
polymer droplets and the surface of the organic sheet. The PF structures are made
of PP to ensure sufficient compatibility with regard to the weldability of the
components. The processing of PP in the PF process is a challenge because PP is
a semicrystalline material. The shrinkage of semi-crystalline materials is significantly
higher compared to amorphous materials. Due to the layered structure of the components,
the shrinkage of the individual layers results in undesired warpage. The adhesive
strength between the organic sheet and the PF structure is investigated by determining
the bending strength in the 3-point bending test. The investigations include an
optimization of the process parameters to maximize the adhesive strength. The
experimental investigations show that an increase of the nozzle and build chamber
temperature leads to a higher adhesive strength. In further investigations, the
temperature of the nozzle shows no significant influence on the surface temperature
despite the expected heat radiation. The surface temperature is almost only dependent
on the temperature of the build chamber.
author:
- first_name: Elmar
full_name: Moritzer, Elmar
id: '20531'
last_name: Moritzer
- first_name: André
full_name: Hirsch, André
id: '27599'
last_name: Hirsch
- first_name: H.P.
full_name: Heim, H.P.
last_name: Heim
- first_name: C.
full_name: Cherif, C.
last_name: Cherif
- first_name: W.
full_name: Truemper, W.
last_name: Truemper
citation:
ama: 'Moritzer E, Hirsch A, Heim HP, Cherif C, Truemper W. Plastic droplet welding:
bond strength between plastic freeforming structures and continuous fiber-reinforced
thermoplastic composites. Welding in the World. 2019;63:867-873. doi:10.1007/s40194-019-00714-3'
apa: 'Moritzer, E., Hirsch, A., Heim, H. P., Cherif, C., & Truemper, W. (2019).
Plastic droplet welding: bond strength between plastic freeforming structures
and continuous fiber-reinforced thermoplastic composites. Welding in the World,
63, 867–873. https://doi.org/10.1007/s40194-019-00714-3'
bibtex: '@article{Moritzer_Hirsch_Heim_Cherif_Truemper_2019, title={Plastic droplet
welding: bond strength between plastic freeforming structures and continuous fiber-reinforced
thermoplastic composites}, volume={63}, DOI={10.1007/s40194-019-00714-3},
journal={Welding in the World}, publisher={Springer}, author={Moritzer, Elmar
and Hirsch, André and Heim, H.P. and Cherif, C. and Truemper, W.}, year={2019},
pages={867–873} }'
chicago: 'Moritzer, Elmar, André Hirsch, H.P. Heim, C. Cherif, and W. Truemper.
“Plastic Droplet Welding: Bond Strength between Plastic Freeforming Structures
and Continuous Fiber-Reinforced Thermoplastic Composites.” Welding in the World
63 (2019): 867–73. https://doi.org/10.1007/s40194-019-00714-3.'
ieee: 'E. Moritzer, A. Hirsch, H. P. Heim, C. Cherif, and W. Truemper, “Plastic
droplet welding: bond strength between plastic freeforming structures and continuous
fiber-reinforced thermoplastic composites,” Welding in the World, vol.
63, pp. 867–873, 2019, doi: 10.1007/s40194-019-00714-3.'
mla: 'Moritzer, Elmar, et al. “Plastic Droplet Welding: Bond Strength between Plastic
Freeforming Structures and Continuous Fiber-Reinforced Thermoplastic Composites.”
Welding in the World, vol. 63, Springer, 2019, pp. 867–73, doi:10.1007/s40194-019-00714-3.'
short: E. Moritzer, A. Hirsch, H.P. Heim, C. Cherif, W. Truemper, Welding in the
World 63 (2019) 867–873.
date_created: 2021-05-07T13:23:30Z
date_updated: 2022-04-25T08:01:09Z
department:
- _id: '219'
- _id: '624'
- _id: '367'
- _id: '321'
- _id: '9'
doi: 10.1007/s40194-019-00714-3
intvolume: ' 63'
language:
- iso: eng
page: 867-873
publication: Welding in the World
publisher: Springer
quality_controlled: '1'
status: public
title: 'Plastic droplet welding: bond strength between plastic freeforming structures
and continuous fiber-reinforced thermoplastic composites'
type: journal_article
user_id: '70729'
volume: 63
year: '2019'
...
---
_id: '15725'
abstract:
- lang: eng
text: Adaptive kinetic Monte Carlo simulation (aKMC) is employed to study the dynamics
and the diffusion of point defects in the CuInSe2 lattice. The aKMC results show
that lighter alkali atoms can diffuse into the CuInSe2 grains, whereas the diffusion
of heavier alkali atoms is limited to the Cu-poor region of the absorber. The
key difference between the diffusion of lighter and heavier alkali elements is
the energy barrier of the ion exchange between alkali interstitial atoms and Cu.
For lighter alkali atoms like Na, the interstitial diffusion and the ion-exchange
mechanism have comparable energy barriers. Therefore, Na interstitial atoms can
diffuse into the grains and replace Cu atoms in the CuInSe2 lattice. In contrast
to Na, the ion-exchange mechanism occurs spontaneously for heavier alkali atoms
like Rb and the further diffusion of these atoms depends on the availability of
Cu vacancies. The outdiffusion of alkali substitutional atoms from the grains
results in the formation of Cu vacancies which in turn increases the hole concentration
in the absorber. In this respect, Na is more efficient than Rb due to the higher
concentration of Na substitutional defects in the CuInSe2 grains.
article_number: '1900036'
author:
- first_name: Ramya
full_name: Kormath Madam Raghupathy, Ramya
id: '71692'
last_name: Kormath Madam Raghupathy
orcid: https://orcid.org/0000-0003-4667-9744
- first_name: Thomas
full_name: Kühne, Thomas
id: '49079'
last_name: Kühne
- first_name: Graeme
full_name: Henkelman, Graeme
last_name: Henkelman
- first_name: Hossein
full_name: Mirhosseini, Hossein
id: '71051'
last_name: Mirhosseini
orcid: 0000-0001-6179-1545
citation:
ama: Kormath Madam Raghupathy R, Kühne T, Henkelman G, Mirhosseini H. Alkali Atoms
Diffusion Mechanism in CuInSe 2 Explained by Kinetic Monte
Carlo Simulations. Advanced Theory and Simulations. Published online 2019.
doi:10.1002/adts.201900036
apa: Kormath Madam Raghupathy, R., Kühne, T., Henkelman, G., & Mirhosseini,
H. (2019). Alkali Atoms Diffusion Mechanism in CuInSe 2
Explained by Kinetic Monte Carlo Simulations. Advanced Theory and Simulations,
Article 1900036. https://doi.org/10.1002/adts.201900036
bibtex: '@article{Kormath Madam Raghupathy_Kühne_Henkelman_Mirhosseini_2019, title={Alkali
Atoms Diffusion Mechanism in CuInSe 2 Explained by Kinetic
Monte Carlo Simulations}, DOI={10.1002/adts.201900036},
number={1900036}, journal={Advanced Theory and Simulations}, author={Kormath Madam
Raghupathy, Ramya and Kühne, Thomas and Henkelman, Graeme and Mirhosseini, Hossein},
year={2019} }'
chicago: Kormath Madam Raghupathy, Ramya, Thomas Kühne, Graeme Henkelman, and Hossein
Mirhosseini. “Alkali Atoms Diffusion Mechanism in CuInSe 2
Explained by Kinetic Monte Carlo Simulations.” Advanced Theory and Simulations,
2019. https://doi.org/10.1002/adts.201900036.
ieee: 'R. Kormath Madam Raghupathy, T. Kühne, G. Henkelman, and H. Mirhosseini,
“Alkali Atoms Diffusion Mechanism in CuInSe 2 Explained
by Kinetic Monte Carlo Simulations,” Advanced Theory and Simulations, Art.
no. 1900036, 2019, doi: 10.1002/adts.201900036.'
mla: Kormath Madam Raghupathy, Ramya, et al. “Alkali Atoms Diffusion Mechanism in
CuInSe 2 Explained by Kinetic Monte Carlo Simulations.”
Advanced Theory and Simulations, 1900036, 2019, doi:10.1002/adts.201900036.
short: R. Kormath Madam Raghupathy, T. Kühne, G. Henkelman, H. Mirhosseini, Advanced
Theory and Simulations (2019).
date_created: 2020-01-30T13:06:56Z
date_updated: 2022-07-21T09:40:36Z
doi: 10.1002/adts.201900036
language:
- iso: eng
publication: Advanced Theory and Simulations
publication_identifier:
issn:
- 2513-0390
- 2513-0390
publication_status: published
status: public
title: Alkali Atoms Diffusion Mechanism in CuInSe 2 Explained
by Kinetic Monte Carlo Simulations
type: journal_article
user_id: '71051'
year: '2019'
...
---
_id: '15332'
abstract:
- lang: eng
text: "Artificial intelligence (AI) has the potential for far-reaching – in our
opinion – irreversible changes.\r\nThey range from effects on the individual and
society to new societal and social issues. The question arises\r\nas to how students
can learn the basic functioning of AI systems, what areas of life and society
are affected\r\nby these and – most important – how their own lives are affected
by these changes. Therefore, we are developing and evaluating school materials
for the German ”Science Year AI”. It can be used for students of all\r\nschool
types from the seventh grade upwards and will be distributed to about 2000 schools
in autumn with\r\nthe support of the Federal Ministry of Education and Research.
The material deals with the following aspects\r\nof AI: Discussing everyday experiences
with AI, how does machine learning work, historical development\r\nof AI concepts,
difference between man and machine, future distribution of roles between man and
machine,\r\nin which AI world do we want to live and how much AI would we like
to have in our lives. Through an\r\naccompanying evaluation, high quality of the
technical content and didactic preparation is achieved in order\r\nto guarantee
the long-term applicability in the teaching context in the different age groups
and school types.\r\nIn this paper, we describe the current state of the material
development, the challenges arising, and the results\r\nof tests with different
classes to date. We also present first ideas for evaluating the results."
author:
- first_name: Michael
full_name: Schlichtig, Michael
id: '32312'
last_name: Schlichtig
orcid: 0000-0001-6600-6171
- first_name: Simone Anna
full_name: Opel, Simone Anna
id: '72932'
last_name: Opel
- first_name: Lea
full_name: Budde, Lea
id: '32443'
last_name: Budde
- first_name: Carsten
full_name: Schulte, Carsten
id: '60311'
last_name: Schulte
citation:
ama: 'Schlichtig M, Opel SA, Budde L, Schulte C. Understanding Artificial Intelligence
– A Project for the Development of Comprehensive Teaching Material. In: Jasutė
E, Pozdniakov S, eds. ISSEP 2019 - 12th International Conference on Informatics
in Schools: Situation, Evaluation and Perspectives, Local Proceedings. Vol
12. ; 2019:65-73.'
apa: 'Schlichtig, M., Opel, S. A., Budde, L., & Schulte, C. (2019). Understanding
Artificial Intelligence – A Project for the Development of Comprehensive Teaching
Material. In E. Jasutė & S. Pozdniakov (Eds.), ISSEP 2019 - 12th International
conference on informatics in schools: Situation, evaluation and perspectives,
Local Proceedings (Vol. 12, pp. 65–73).'
bibtex: '@inproceedings{Schlichtig_Opel_Budde_Schulte_2019, title={Understanding
Artificial Intelligence – A Project for the Development of Comprehensive Teaching
Material}, volume={12}, booktitle={ISSEP 2019 - 12th International conference
on informatics in schools: Situation, evaluation and perspectives, Local Proceedings},
author={Schlichtig, Michael and Opel, Simone Anna and Budde, Lea and Schulte,
Carsten}, editor={Jasutė, Eglė and Pozdniakov, Sergei}, year={2019}, pages={65–73}
}'
chicago: 'Schlichtig, Michael, Simone Anna Opel, Lea Budde, and Carsten Schulte.
“Understanding Artificial Intelligence – A Project for the Development of Comprehensive
Teaching Material.” In ISSEP 2019 - 12th International Conference on Informatics
in Schools: Situation, Evaluation and Perspectives, Local Proceedings, edited
by Eglė Jasutė and Sergei Pozdniakov, 12:65–73, 2019.'
ieee: 'M. Schlichtig, S. A. Opel, L. Budde, and C. Schulte, “Understanding Artificial
Intelligence – A Project for the Development of Comprehensive Teaching Material,”
in ISSEP 2019 - 12th International conference on informatics in schools: Situation,
evaluation and perspectives, Local Proceedings, Lanarca, 2019, vol. 12, pp.
65–73.'
mla: 'Schlichtig, Michael, et al. “Understanding Artificial Intelligence – A Project
for the Development of Comprehensive Teaching Material.” ISSEP 2019 - 12th
International Conference on Informatics in Schools: Situation, Evaluation and
Perspectives, Local Proceedings, edited by Eglė Jasutė and Sergei Pozdniakov,
vol. 12, 2019, pp. 65–73.'
short: 'M. Schlichtig, S.A. Opel, L. Budde, C. Schulte, in: E. Jasutė, S. Pozdniakov
(Eds.), ISSEP 2019 - 12th International Conference on Informatics in Schools:
Situation, Evaluation and Perspectives, Local Proceedings, 2019, pp. 65–73.'
conference:
end_date: 2019-11-20
location: Lanarca
name: 'ISSEP 2019 - 12th International conference on informatics in schools: Situation,
evaluation and perspectives'
start_date: 2019-11-18
date_created: 2019-12-16T17:50:08Z
date_updated: 2022-07-26T11:41:41Z
department:
- _id: '67'
editor:
- first_name: Eglė
full_name: Jasutė, Eglė
last_name: Jasutė
- first_name: Sergei
full_name: Pozdniakov, Sergei
last_name: Pozdniakov
intvolume: ' 12'
keyword:
- Artificial Intelligence
- Machine Learning
- Teaching Material
- Societal Aspects
- Ethics. Social Aspects
- Science Year
- Simulation Game
language:
- iso: eng
main_file_link:
- url: http://cyprusconferences.org/issep2019/wp-content/uploads/2019/10/LocalISSEP-v5.pdf
page: 65 - 73
publication: 'ISSEP 2019 - 12th International conference on informatics in schools:
Situation, evaluation and perspectives, Local Proceedings'
publication_identifier:
isbn:
- 978-9925-553-27-3
publication_status: published
quality_controlled: '1'
status: public
title: Understanding Artificial Intelligence – A Project for the Development of Comprehensive
Teaching Material
type: conference
user_id: '32312'
volume: 12
year: '2019'
...
---
_id: '15643'
author:
- first_name: Simone Anna
full_name: Opel, Simone Anna
id: '72932'
last_name: Opel
- first_name: Michael
full_name: Schlichtig, Michael
id: '32312'
last_name: Schlichtig
orcid: 0000-0001-6600-6171
- first_name: Carsten
full_name: Schulte, Carsten
id: '60311'
last_name: Schulte
citation:
ama: 'Opel SA, Schlichtig M, Schulte C. Developing Teaching Materials on Artificial
Intelligence by Using a Simulation Game (Work in Progress). In: WiPSCE.
ACM; 2019:11:1-11:2.'
apa: Opel, S. A., Schlichtig, M., & Schulte, C. (2019). Developing Teaching
Materials on Artificial Intelligence by Using a Simulation Game (Work in Progress).
WiPSCE, 11:1-11:2.
bibtex: '@inproceedings{Opel_Schlichtig_Schulte_2019, title={Developing Teaching
Materials on Artificial Intelligence by Using a Simulation Game (Work in Progress)},
booktitle={WiPSCE}, publisher={ACM}, author={Opel, Simone Anna and Schlichtig,
Michael and Schulte, Carsten}, year={2019}, pages={11:1-11:2} }'
chicago: Opel, Simone Anna, Michael Schlichtig, and Carsten Schulte. “Developing
Teaching Materials on Artificial Intelligence by Using a Simulation Game (Work
in Progress).” In WiPSCE, 11:1-11:2. ACM, 2019.
ieee: S. A. Opel, M. Schlichtig, and C. Schulte, “Developing Teaching Materials
on Artificial Intelligence by Using a Simulation Game (Work in Progress),” in
WiPSCE, 2019, p. 11:1-11:2.
mla: Opel, Simone Anna, et al. “Developing Teaching Materials on Artificial Intelligence
by Using a Simulation Game (Work in Progress).” WiPSCE, ACM, 2019, p. 11:1-11:2.
short: 'S.A. Opel, M. Schlichtig, C. Schulte, in: WiPSCE, ACM, 2019, p. 11:1-11:2.'
date_created: 2020-01-28T10:28:37Z
date_updated: 2022-07-26T11:41:51Z
department:
- _id: '67'
language:
- iso: eng
page: 11:1-11:2
publication: WiPSCE
publisher: ACM
quality_controlled: '1'
status: public
title: Developing Teaching Materials on Artificial Intelligence by Using a Simulation
Game (Work in Progress)
type: conference
user_id: '32312'
year: '2019'
...
---
_id: '21617'
abstract:
- lang: eng
text: In the fight against anthropogenic climate change, the benefit of
the integration of fluctuating renewable energies (wind and photovoltaics) into
the electricity grid is a widely proved concept. At the same time, a fluctuating
and decentralised supply of energy, especially at lower voltage levels, leads
to a local discrepancy in the power balance between generation and consumption.
A possible solution in connection with demand side management is the grid-oriented
flexibilisation of energy demand. The present study shows how the use of an innovative
hybrid-redundant high-temperature heat system (combined heat and power (CHP),
power-to-heat system (PtH), gas boiler) can contribute to a flexibilisation of
the electrical energy demand of plastics processing companies. In this context,
the flexibilisation potential of a company is to be understood as the grid-related
change of the energy supply through a change of the energy sources within the
framework of the process heat supply. For this purpose, an omniscient control
algorithm is developed that specifies the schedule of the individual system components.
A sensitivity analysis is used to test the functionality of the control algorithm.
Determination of the electrical flexibilisation potential is carried out via a
comprehensive simulation study using Monte Carlo methods. For this purpose, the
residual load curves of four characteristic distribution grids with a high share
of renewable energies as well as heat load profiles of injection moulding machines
are taken into consideration. A frequency distribution provides information on
the electrical flexibilisation potential to be expected depending on the various
combinations. The evaluation is carried out using a specially introduced logic,
which identifies grid-relevant changes in the company's power consumption as flexibilisation
potential based on a reference load curve. The results show that a reliable energy
supply for production is possible despite flexibilisation. Depending on the grid
under consideration, there are differences in the exploitation of the potential,
which essentially depends on the installed renewable capacity. Depending on the
scenario under consideration, an average of up to 1486 kWhel can be shifted in
a positive direction and 1199 kWhel in a negative direction.
article_number: '711'
author:
- first_name: Heiko
full_name: Dunkelberg, Heiko
last_name: Dunkelberg
- first_name: Maximilian
full_name: Sondermann, Maximilian
last_name: Sondermann
- first_name: Henning
full_name: Meschede, Henning
id: '86954'
last_name: Meschede
- first_name: Jens
full_name: Hesselbach, Jens
last_name: Hesselbach
citation:
ama: Dunkelberg H, Sondermann M, Meschede H, Hesselbach J. Assessment of Flexibilisation
Potential by Changing Energy Sources Using Monte Carlo Simulation. Energies.
Published online 2019. doi:10.3390/en12040711
apa: Dunkelberg, H., Sondermann, M., Meschede, H., & Hesselbach, J. (2019).
Assessment of Flexibilisation Potential by Changing Energy Sources Using Monte
Carlo Simulation. Energies, Article 711. https://doi.org/10.3390/en12040711
bibtex: '@article{Dunkelberg_Sondermann_Meschede_Hesselbach_2019, title={Assessment
of Flexibilisation Potential by Changing Energy Sources Using Monte Carlo Simulation},
DOI={10.3390/en12040711}, number={711},
journal={Energies}, author={Dunkelberg, Heiko and Sondermann, Maximilian and Meschede,
Henning and Hesselbach, Jens}, year={2019} }'
chicago: Dunkelberg, Heiko, Maximilian Sondermann, Henning Meschede, and Jens Hesselbach.
“Assessment of Flexibilisation Potential by Changing Energy Sources Using Monte
Carlo Simulation.” Energies, 2019. https://doi.org/10.3390/en12040711.
ieee: 'H. Dunkelberg, M. Sondermann, H. Meschede, and J. Hesselbach, “Assessment
of Flexibilisation Potential by Changing Energy Sources Using Monte Carlo Simulation,”
Energies, Art. no. 711, 2019, doi: 10.3390/en12040711.'
mla: Dunkelberg, Heiko, et al. “Assessment of Flexibilisation Potential by Changing
Energy Sources Using Monte Carlo Simulation.” Energies, 711, 2019, doi:10.3390/en12040711.
short: H. Dunkelberg, M. Sondermann, H. Meschede, J. Hesselbach, Energies (2019).
date_created: 2021-04-13T10:27:14Z
date_updated: 2022-03-29T08:37:03Z
doi: 10.3390/en12040711
extern: '1'
language:
- iso: eng
publication: Energies
publication_identifier:
issn:
- 1996-1073
publication_status: published
status: public
title: Assessment of Flexibilisation Potential by Changing Energy Sources Using Monte
Carlo Simulation
type: journal_article
user_id: '86954'
year: '2019'
...