---
_id: '63838'
abstract:
- lang: eng
  text: "Industrial electrification is increasing to reduce fossil fuel dependence,
    alongside a growing share of volatile renewables.\r\nA secure and reliable energy
    supply is crucial for industry, leading to a shift from centralised to decentralised
    grid structures.\r\nDC microgrids becoming increasingly popular in industry, since
    they enable energy recuperation from braking, reduce components and cables, and
    integrate storage and local generation to manage supply interruptions or peak
    loads.\r\nEVs add further synergies by serving as mobile storage units, helping
    to store and redistribute locally generated renewable energy.\r\nThis paper analyses
    how EV integration in droop-controlled DC grids can contribute to a more stable,
    low-emission and peak-reduced load profile to the supply grid through load shifting
    and bridge interruptions.\r\nA droop-controlled DC grid model has been developed,
    incorporating an EV charging park based on probability functions.\r\nScalable
    scenarios allow for diverse condition analysis using an energy management system
    that utilises fuzzy logic and sequential MILP optimisation.\r\nIt has been shown
    that a 7% improvement of coefficient represented grid-serving behaviour is possible
    by load shifting.\r\nIt has also been demonstrated that an optimised EMS can reduce
    the demand-based CO2 emissions by 41kg for a representative day compared to a
    fuzzy logic EMS.\r\nAt the same time peak load is decreased yielding a more constant
    residual load.\r\nThese results highlight the potential of a controlled bidirectional
    charging infrastructure in DC grids and underscore the need to explicitly consider
    charging processes to ensure a residual load as constant as possible."
article_number: '100227'
article_type: original
author:
- first_name: Henning Christoph
  full_name: Rahlf, Henning Christoph
  id: '56955'
  last_name: Rahlf
  orcid: 0009-0006-8106-2132
- first_name: Lukas
  full_name: Knorr, Lukas
  id: '90391'
  last_name: Knorr
  orcid: 0009-0005-4727-7511
- first_name: Simon
  full_name: Althoff, Simon
  last_name: Althoff
- first_name: Henning
  full_name: Meschede, Henning
  id: '86954'
  last_name: Meschede
  orcid: 0000-0002-1538-089X
citation:
  ama: Rahlf HC, Knorr L, Althoff S, Meschede H. Analysis of bidirectional EV charging
    infrastructures within industrial DC grids. <i>Smart Energy</i>. Published online
    2026. doi:<a href="https://doi.org/10.1016/j.segy.2026.100227">10.1016/j.segy.2026.100227</a>
  apa: Rahlf, H. C., Knorr, L., Althoff, S., &#38; Meschede, H. (2026). Analysis of
    bidirectional EV charging infrastructures within industrial DC grids. <i>Smart
    Energy</i>, Article 100227. <a href="https://doi.org/10.1016/j.segy.2026.100227">https://doi.org/10.1016/j.segy.2026.100227</a>
  bibtex: '@article{Rahlf_Knorr_Althoff_Meschede_2026, title={Analysis of bidirectional
    EV charging infrastructures within industrial DC grids}, DOI={<a href="https://doi.org/10.1016/j.segy.2026.100227">10.1016/j.segy.2026.100227</a>},
    number={100227}, journal={Smart Energy}, publisher={Elsevier BV}, author={Rahlf,
    Henning Christoph and Knorr, Lukas and Althoff, Simon and Meschede, Henning},
    year={2026} }'
  chicago: Rahlf, Henning Christoph, Lukas Knorr, Simon Althoff, and Henning Meschede.
    “Analysis of Bidirectional EV Charging Infrastructures within Industrial DC Grids.”
    <i>Smart Energy</i>, 2026. <a href="https://doi.org/10.1016/j.segy.2026.100227">https://doi.org/10.1016/j.segy.2026.100227</a>.
  ieee: 'H. C. Rahlf, L. Knorr, S. Althoff, and H. Meschede, “Analysis of bidirectional
    EV charging infrastructures within industrial DC grids,” <i>Smart Energy</i>,
    Art. no. 100227, 2026, doi: <a href="https://doi.org/10.1016/j.segy.2026.100227">10.1016/j.segy.2026.100227</a>.'
  mla: Rahlf, Henning Christoph, et al. “Analysis of Bidirectional EV Charging Infrastructures
    within Industrial DC Grids.” <i>Smart Energy</i>, 100227, Elsevier BV, 2026, doi:<a
    href="https://doi.org/10.1016/j.segy.2026.100227">10.1016/j.segy.2026.100227</a>.
  short: H.C. Rahlf, L. Knorr, S. Althoff, H. Meschede, Smart Energy (2026).
date_created: 2026-02-02T14:45:17Z
date_updated: 2026-02-03T12:58:44Z
department:
- _id: '644'
doi: 10.1016/j.segy.2026.100227
keyword:
- DC-grid
- Droop control
- Grid-serving behaviour
- Grid stability
- Bidirectional charging
- Sequential decision
- MILP optimisation
language:
- iso: eng
publication: Smart Energy
publication_identifier:
  issn:
  - 2666-9552
publication_status: published
publisher: Elsevier BV
quality_controlled: '1'
status: public
title: Analysis of bidirectional EV charging infrastructures within industrial DC
  grids
type: journal_article
user_id: '56955'
year: '2026'
...
---
_id: '59805'
abstract:
- lang: eng
  text: The LLC converter achieves the highest efficiency in resonant operation. Conventionally,
    the input DC-link voltage is controlled to operate the LLC converter at resonance
    for the given operating point. However, the DC-link capacitor voltage shows a
    low-frequency voltage ripple (typically the second harmonic of grid frequency)
    in cascaded converters so that the LLC has to adapt its switching frequency within
    the grid period. Conventionally, the LLC converter operates 50% of the time above
    the resonant frequency of 40 kHz and 50% below resonance. Both operating conditions
    cause additional losses. However, experimental measurements indicate that the
    below-resonance operation causes significantly higher losses than above-resonance
    operation due to much higher primary and secondary transformer currents. It is
    better to increase the DC-link voltage by 30% of the peak-to-peak low-frequency
    voltage ripple to mostly avoid below-resonance operation (i.e., from 650 V to
    680 V in this case). With the proposed control, the LLC converter operates about
    75% of time over resonance and only 25% of time below resonance. The overall efficiency
    increases from 97.66% to 97.7% for the average operating point with an 80% load
    current. This corresponds to a 2% total loss reduction. Finally, the peak resonance
    capacitor voltage decreases from 910 V to 790 V (−13%).
article_number: '1517'
author:
- first_name: Roland
  full_name: Unruh, Roland
  id: '34289'
  last_name: Unruh
- first_name: Joachim
  full_name: Böcker, Joachim
  id: '66'
  last_name: Böcker
  orcid: 0000-0002-8480-7295
- first_name: Frank
  full_name: Schafmeister, Frank
  id: '71291'
  last_name: Schafmeister
citation:
  ama: Unruh R, Böcker J, Schafmeister F. Adaptive DC-Link Voltage Control for 22
    kW, 40 kHz LLC Resonant Converter Considering Low-Frequency Voltage Ripple. <i>Electronics</i>.
    2025;14(8). doi:<a href="https://doi.org/10.3390/electronics14081517">10.3390/electronics14081517</a>
  apa: Unruh, R., Böcker, J., &#38; Schafmeister, F. (2025). Adaptive DC-Link Voltage
    Control for 22 kW, 40 kHz LLC Resonant Converter Considering Low-Frequency Voltage
    Ripple. <i>Electronics</i>, <i>14</i>(8), Article 1517. <a href="https://doi.org/10.3390/electronics14081517">https://doi.org/10.3390/electronics14081517</a>
  bibtex: '@article{Unruh_Böcker_Schafmeister_2025, title={Adaptive DC-Link Voltage
    Control for 22 kW, 40 kHz LLC Resonant Converter Considering Low-Frequency Voltage
    Ripple}, volume={14}, DOI={<a href="https://doi.org/10.3390/electronics14081517">10.3390/electronics14081517</a>},
    number={81517}, journal={Electronics}, publisher={MDPI AG}, author={Unruh, Roland
    and Böcker, Joachim and Schafmeister, Frank}, year={2025} }'
  chicago: Unruh, Roland, Joachim Böcker, and Frank Schafmeister. “Adaptive DC-Link
    Voltage Control for 22 KW, 40 KHz LLC Resonant Converter Considering Low-Frequency
    Voltage Ripple.” <i>Electronics</i> 14, no. 8 (2025). <a href="https://doi.org/10.3390/electronics14081517">https://doi.org/10.3390/electronics14081517</a>.
  ieee: 'R. Unruh, J. Böcker, and F. Schafmeister, “Adaptive DC-Link Voltage Control
    for 22 kW, 40 kHz LLC Resonant Converter Considering Low-Frequency Voltage Ripple,”
    <i>Electronics</i>, vol. 14, no. 8, Art. no. 1517, 2025, doi: <a href="https://doi.org/10.3390/electronics14081517">10.3390/electronics14081517</a>.'
  mla: Unruh, Roland, et al. “Adaptive DC-Link Voltage Control for 22 KW, 40 KHz LLC
    Resonant Converter Considering Low-Frequency Voltage Ripple.” <i>Electronics</i>,
    vol. 14, no. 8, 1517, MDPI AG, 2025, doi:<a href="https://doi.org/10.3390/electronics14081517">10.3390/electronics14081517</a>.
  short: R. Unruh, J. Böcker, F. Schafmeister, Electronics 14 (2025).
date_created: 2025-05-05T12:27:39Z
date_updated: 2025-05-05T12:34:00Z
department:
- _id: '52'
doi: 10.3390/electronics14081517
intvolume: '        14'
issue: '8'
keyword:
- adaptive DC-link voltage
- cascaded H-bridge
- resonant operation
- Full-Bridge Converter
- loss minimization
- LLC Resonant Converter
- peak capacitor voltage reduction
language:
- iso: eng
main_file_link:
- url: https://www.mdpi.com/2079-9292/14/8/1517
publication: Electronics
publication_identifier:
  issn:
  - 2079-9292
publication_status: published
publisher: MDPI AG
status: public
title: Adaptive DC-Link Voltage Control for 22 kW, 40 kHz LLC Resonant Converter Considering
  Low-Frequency Voltage Ripple
type: journal_article
user_id: '34289'
volume: 14
year: '2025'
...
---
_id: '50649'
abstract:
- lang: eng
  text: The energy turnaround and the shift towards sustainable mobility threaten
    the stability of European energy distribution grids due to substantially increasing
    load fluctuations and power demand. These challenges can critically impact assets
    in the distribution grid—e.g., switchgears—intensifying the need to plan, conduct,
    and manage the maintenance of such assets. Predictive maintenance strategies that
    analyze assets' current and historical condition data have been discussed as promising
    approaches toward that end. However, the extant research focuses on designing
    and improving analytical algorithms or information technology (IT) artifacts while
    not considering how a maintenance service is cocreated by companies with IT. This
    research article posits that IT and service must be aligned closely, presenting
    an ensemble artifact comprising a digital industrial platform and a smart service
    system for predictive maintenance on the distribution grid. The artifact is evaluated
    by conducting a willingness-to-pay analysis with asset operators, documenting
    their demand for condition monitoring and predictive maintenance as an integrated
    solution, although they still struggle with even getting the condition data of
    their assets. Building on these results, we formalize the knowledge in the form
    of design principles and implications for managing the maintenance of critical
    assets in the distribution grid.
article_type: original
author:
- first_name: Philipp
  full_name: zur Heiden, Philipp
  id: '64394'
  last_name: zur Heiden
- first_name: Jennifer
  full_name: Priefer, Jennifer
  id: '82872'
  last_name: Priefer
- first_name: Daniel
  full_name: Beverungen, Daniel
  id: '59677'
  last_name: Beverungen
citation:
  ama: zur Heiden P, Priefer J, Beverungen D. Predictive Maintenance on the Energy
    Distribution Grid—Design and Evaluation of a Digital Industrial Platform in the
    Context of a Smart Service System. <i>IEEE Transactions on Engineering Management</i>.
    2024;71:3641-3655. doi:<a href="https://doi.org/10.1109/tem.2024.3352819">10.1109/tem.2024.3352819</a>
  apa: zur Heiden, P., Priefer, J., &#38; Beverungen, D. (2024). Predictive Maintenance
    on the Energy Distribution Grid—Design and Evaluation of a Digital Industrial
    Platform in the Context of a Smart Service System. <i>IEEE Transactions on Engineering
    Management</i>, <i>71</i>, 3641–3655. <a href="https://doi.org/10.1109/tem.2024.3352819">https://doi.org/10.1109/tem.2024.3352819</a>
  bibtex: '@article{zur Heiden_Priefer_Beverungen_2024, title={Predictive Maintenance
    on the Energy Distribution Grid—Design and Evaluation of a Digital Industrial
    Platform in the Context of a Smart Service System}, volume={71}, DOI={<a href="https://doi.org/10.1109/tem.2024.3352819">10.1109/tem.2024.3352819</a>},
    journal={IEEE Transactions on Engineering Management}, publisher={Institute of
    Electrical and Electronics Engineers (IEEE)}, author={zur Heiden, Philipp and
    Priefer, Jennifer and Beverungen, Daniel}, year={2024}, pages={3641–3655} }'
  chicago: 'Heiden, Philipp zur, Jennifer Priefer, and Daniel Beverungen. “Predictive
    Maintenance on the Energy Distribution Grid—Design and Evaluation of a Digital
    Industrial Platform in the Context of a Smart Service System.” <i>IEEE Transactions
    on Engineering Management</i> 71 (2024): 3641–55. <a href="https://doi.org/10.1109/tem.2024.3352819">https://doi.org/10.1109/tem.2024.3352819</a>.'
  ieee: 'P. zur Heiden, J. Priefer, and D. Beverungen, “Predictive Maintenance on
    the Energy Distribution Grid—Design and Evaluation of a Digital Industrial Platform
    in the Context of a Smart Service System,” <i>IEEE Transactions on Engineering
    Management</i>, vol. 71, pp. 3641–3655, 2024, doi: <a href="https://doi.org/10.1109/tem.2024.3352819">10.1109/tem.2024.3352819</a>.'
  mla: zur Heiden, Philipp, et al. “Predictive Maintenance on the Energy Distribution
    Grid—Design and Evaluation of a Digital Industrial Platform in the Context of
    a Smart Service System.” <i>IEEE Transactions on Engineering Management</i>, vol.
    71, Institute of Electrical and Electronics Engineers (IEEE), 2024, pp. 3641–55,
    doi:<a href="https://doi.org/10.1109/tem.2024.3352819">10.1109/tem.2024.3352819</a>.
  short: P. zur Heiden, J. Priefer, D. Beverungen, IEEE Transactions on Engineering
    Management 71 (2024) 3641–3655.
date_created: 2024-01-19T11:47:56Z
date_updated: 2024-11-11T09:50:34Z
ddc:
- '620'
doi: 10.1109/tem.2024.3352819
file:
- access_level: closed
  content_type: application/pdf
  creator: dabe
  date_created: 2024-04-18T12:26:27Z
  date_updated: 2024-04-18T12:26:27Z
  file_id: '53570'
  file_name: Predictive_Maintenance_on_the_Energy_Distribution_GridDesign_and_Evaluation_of_a_Digital_Industrial_Platform_in_the_Context_of_a_Smart_Service_System.pdf
  file_size: 4070804
  relation: main_file
  success: 1
file_date_updated: 2024-04-18T12:26:27Z
has_accepted_license: '1'
intvolume: '        71'
keyword:
- Design science research
- digital platform
- distribution grid
- IS design
- predictive maintenance
- smart services
language:
- iso: eng
page: 3641-3655
project:
- _id: '651'
  grant_number: 03E16012F
  name: 'FLEMING: FLEMING - Flexible Monitoring- und Regelsysteme für die Energie-
    und Mobilitätswende im Verteilnetz durch Einsatz von Künstlicher Intelligenz'
publication: IEEE Transactions on Engineering Management
publication_identifier:
  issn:
  - 0018-9391
  - 1558-0040
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
quality_controlled: '1'
status: public
title: Predictive Maintenance on the Energy Distribution Grid—Design and Evaluation
  of a Digital Industrial Platform in the Context of a Smart Service System
type: journal_article
user_id: '82872'
volume: 71
year: '2024'
...
---
_id: '22218'
author:
- first_name: Stefan
  full_name: Krauter, Stefan
  id: '28836'
  last_name: Krauter
  orcid: 0000-0002-3594-260X
- first_name: Joachim
  full_name: Böcker, Joachim
  id: '66'
  last_name: Böcker
  orcid: 0000-0002-8480-7295
- first_name: Christine
  full_name: Freitag, Christine
  id: '20560'
  last_name: Freitag
- first_name: Burkhard
  full_name: Hehenkamp, Burkhard
  id: '37339'
  last_name: Hehenkamp
- first_name: Ulrich
  full_name: Hilleringmann, Ulrich
  id: '20179'
  last_name: Hilleringmann
- first_name: Katrin
  full_name: Temmen, Katrin
  id: '30086'
  last_name: Temmen
- first_name: Tobias
  full_name: Klaus, Tobias
  last_name: Klaus
- first_name: Nicolaus
  full_name: Rohrer, Nicolaus
  last_name: Rohrer
- first_name: Sven
  full_name: Lehmann, Sven
  last_name: Lehmann
citation:
  ama: 'Krauter S, Böcker J, Freitag C, et al. Projekt Art-D Grids: Nachhaltige und
    stabile Microgrids in Afrika - eine Plattform für Forschung und Lehre für die
    Entwicklung. In: <i>Tagungsband des 36. PV-Symposiums, 18.-26 Mai 2021</i>. Conexio;
    2021:305-309.'
  apa: 'Krauter, S., Böcker, J., Freitag, C., Hehenkamp, B., Hilleringmann, U., Temmen,
    K., Klaus, T., Rohrer, N., &#38; Lehmann, S. (2021). Projekt Art-D Grids: Nachhaltige
    und stabile Microgrids in Afrika - eine Plattform für Forschung und Lehre für
    die Entwicklung. <i>Tagungsband des 36. PV-Symposiums, 18.-26 Mai 2021</i>, 305–309.'
  bibtex: '@inproceedings{Krauter_Böcker_Freitag_Hehenkamp_Hilleringmann_Temmen_Klaus_Rohrer_Lehmann_2021,
    place={Pforzheim}, title={Projekt Art-D Grids: Nachhaltige und stabile Microgrids
    in Afrika - eine Plattform für Forschung und Lehre für die Entwicklung}, booktitle={Tagungsband
    des 36. PV-Symposiums, 18.-26 Mai 2021}, publisher={Conexio}, author={Krauter,
    Stefan and Böcker, Joachim and Freitag, Christine and Hehenkamp, Burkhard and
    Hilleringmann, Ulrich and Temmen, Katrin and Klaus, Tobias and Rohrer, Nicolaus
    and Lehmann, Sven}, year={2021}, pages={305–309} }'
  chicago: 'Krauter, Stefan, Joachim Böcker, Christine Freitag, Burkhard Hehenkamp,
    Ulrich Hilleringmann, Katrin Temmen, Tobias Klaus, Nicolaus Rohrer, and Sven Lehmann.
    “Projekt Art-D Grids: Nachhaltige und stabile Microgrids in Afrika - eine Plattform
    für Forschung und Lehre für die Entwicklung.” In <i>Tagungsband des 36. PV-Symposiums,
    18.-26 Mai 2021</i>, 305–9. Pforzheim: Conexio, 2021.'
  ieee: 'S. Krauter <i>et al.</i>, “Projekt Art-D Grids: Nachhaltige und stabile Microgrids
    in Afrika - eine Plattform für Forschung und Lehre für die Entwicklung,” in <i>Tagungsband
    des 36. PV-Symposiums, 18.-26 Mai 2021</i>, Staffelstein / online, 2021, pp. 305–309.'
  mla: 'Krauter, Stefan, et al. “Projekt Art-D Grids: Nachhaltige und stabile Microgrids
    in Afrika - eine Plattform für Forschung und Lehre für die Entwicklung.” <i>Tagungsband
    des 36. PV-Symposiums, 18.-26 Mai 2021</i>, Conexio, 2021, pp. 305–09.'
  short: 'S. Krauter, J. Böcker, C. Freitag, B. Hehenkamp, U. Hilleringmann, K. Temmen,
    T. Klaus, N. Rohrer, S. Lehmann, in: Tagungsband des 36. PV-Symposiums, 18.-26
    Mai 2021, Conexio, Pforzheim, 2021, pp. 305–309.'
conference:
  end_date: 2021-05-26
  location: Staffelstein / online
  name: 36. PV-Symposium
  start_date: 2021-05-18
date_created: 2021-05-20T09:58:43Z
date_updated: 2024-01-19T16:43:56Z
ddc:
- '620'
department:
- _id: '53'
- _id: '475'
- _id: '52'
- _id: '453'
- _id: '59'
- _id: '300'
file:
- access_level: closed
  content_type: application/pdf
  creator: krauter
  date_created: 2022-01-06T11:49:19Z
  date_updated: 2022-01-06T11:49:19Z
  file_id: '29170'
  file_name: Staffelstein 2021 ART-D S.305-309.pdf
  file_size: 5128404
  relation: main_file
  success: 1
file_date_updated: 2022-01-06T11:49:19Z
has_accepted_license: '1'
keyword:
- Art-D
- Afrika
- Resilienz
- Resilience
- Grid stability
- robustness
- microgrids
language:
- iso: ger
page: 305-309
place: Pforzheim
publication: Tagungsband des 36. PV-Symposiums, 18.-26 Mai 2021
publication_identifier:
  isbn:
  - 978-3-948176-14-3
publication_status: published
publisher: Conexio
quality_controlled: '1'
status: public
title: 'Projekt Art-D Grids: Nachhaltige und stabile Microgrids in Afrika - eine Plattform
  für Forschung und Lehre für die Entwicklung'
type: conference
user_id: '66'
year: '2021'
...
---
_id: '19393'
abstract:
- lang: eng
  text: "To provide a simple instrument to operate residential Load-Shifting or Demand-Side-Management
    \r\nsystems, the measurement of the actual grid frequency seems to be an appropriate
    method. Due to the present \r\ninflexibility and the lack of sufficient throttling
    capabilities of lignite and nuclear power plants, a surplus of \r\nelectricity
    generation occurs during periods of high wind and solar power generation. While
    the specific CO2-\r\nemission is decreasing then ‒ due to the increased share
    of Renewables, the grid frequency is increasing (to a certain \r\nlimit). Using
    the grid frequency as an indicator to switch-on and off certain loads (loads that
    do not require power \r\npermanently (e.g. dishwashers, washing machines, dryers,
    fridges and freezers, heaters) could provide a simple, \r\ninexpensive demand-side
    management indicator to lower specific CO2‒emssions and costs (if a dynamic \r\nconsumption
    tariff is available). To check the truthfulness of that hypothesis, the grid and
    frequency data of the \r\nGerman grid of the year 2018 have been collected and
    a the correlation between grid frequency, power surplus, share \r\nof renewables
    vs. CO2-contents and price at the European energy exchange (EEX) have been calculated.
    The results \r\nshow: Correlation between frequency and share of renewables is
    quite low (r = 0.155) due to the fact that primary \r\ngrid control quickly compensates
    deviations from the 50 Hz nominal frequency. There is a good anti-correlation
    (r = -\r\n0.687) between the EEX‒prices and the share of renewables in the grid.
    Over the years, correlation between \r\nelectricity trading prices (EEX) and CO2
    emissions is quite good (r =0.665), within the one year (2018) that \r\ncorrelation
    almost doesn’t exist, possibly due to the inflexibility of the bulky lignite power
    plants that even operate at \r\nnegative prices. \r\n"
author:
- first_name: Stefan
  full_name: Krauter, Stefan
  id: '28836'
  last_name: Krauter
  orcid: 0000-0002-3594-260X
- first_name: L.
  full_name: Zhang, L.
  last_name: Zhang
citation:
  ama: 'Krauter S, Zhang L. Triggering Demand‒Side‒Management: Correlation of electricity
    prices, share of renewables, CO2‒contents, and grid‒frequency in the German electricity
    grid. In: <i>Proceedings of the 37th European Photovoltaic Solar Energy Conference,
    07 - 11 September 2020.</i> ; 2020:1815-1817. doi:<a href="https://doi.org/10.4229/EUPVSEC20202020-6BV.5.9">10.4229/EUPVSEC20202020-6BV.5.9</a>'
  apa: 'Krauter, S., &#38; Zhang, L. (2020). Triggering Demand‒Side‒Management: Correlation
    of electricity prices, share of renewables, CO2‒contents, and grid‒frequency in
    the German electricity grid. <i>Proceedings of the 37th European Photovoltaic
    Solar Energy Conference, 07 - 11 September 2020.</i>, 1815–1817. <a href="https://doi.org/10.4229/EUPVSEC20202020-6BV.5.9">https://doi.org/10.4229/EUPVSEC20202020-6BV.5.9</a>'
  bibtex: '@inproceedings{Krauter_Zhang_2020, title={Triggering Demand‒Side‒Management:
    Correlation of electricity prices, share of renewables, CO2‒contents, and grid‒frequency
    in the German electricity grid.}, DOI={<a href="https://doi.org/10.4229/EUPVSEC20202020-6BV.5.9">10.4229/EUPVSEC20202020-6BV.5.9</a>},
    booktitle={Proceedings of the 37th European Photovoltaic Solar Energy Conference,
    07 - 11 September 2020.}, author={Krauter, Stefan and Zhang, L.}, year={2020},
    pages={1815–1817} }'
  chicago: 'Krauter, Stefan, and L. Zhang. “Triggering Demand‒Side‒Management: Correlation
    of Electricity Prices, Share of Renewables, CO2‒contents, and Grid‒frequency in
    the German Electricity Grid.” In <i>Proceedings of the 37th European Photovoltaic
    Solar Energy Conference, 07 - 11 September 2020.</i>, 1815–17, 2020. <a href="https://doi.org/10.4229/EUPVSEC20202020-6BV.5.9">https://doi.org/10.4229/EUPVSEC20202020-6BV.5.9</a>.'
  ieee: 'S. Krauter and L. Zhang, “Triggering Demand‒Side‒Management: Correlation
    of electricity prices, share of renewables, CO2‒contents, and grid‒frequency in
    the German electricity grid.,” in <i>Proceedings of the 37th European Photovoltaic
    Solar Energy Conference, 07 - 11 September 2020.</i>, online, 2020, pp. 1815–1817,
    doi: <a href="https://doi.org/10.4229/EUPVSEC20202020-6BV.5.9">10.4229/EUPVSEC20202020-6BV.5.9</a>.'
  mla: 'Krauter, Stefan, and L. Zhang. “Triggering Demand‒Side‒Management: Correlation
    of Electricity Prices, Share of Renewables, CO2‒contents, and Grid‒frequency in
    the German Electricity Grid.” <i>Proceedings of the 37th European Photovoltaic
    Solar Energy Conference, 07 - 11 September 2020.</i>, 2020, pp. 1815–17, doi:<a
    href="https://doi.org/10.4229/EUPVSEC20202020-6BV.5.9">10.4229/EUPVSEC20202020-6BV.5.9</a>.'
  short: 'S. Krauter, L. Zhang, in: Proceedings of the 37th European Photovoltaic
    Solar Energy Conference, 07 - 11 September 2020., 2020, pp. 1815–1817.'
conference:
  end_date: 2020-09-11
  location: online
  name: 37th European Photovoltaic Solar Energy Conference and Exhibition (EUPVSEC
    2020)
  start_date: 2020-09-07
date_created: 2020-09-14T12:43:43Z
date_updated: 2022-01-06T12:42:22Z
ddc:
- '620'
department:
- _id: '53'
doi: 10.4229/EUPVSEC20202020-6BV.5.9
file:
- access_level: closed
  content_type: application/pdf
  creator: krauter
  date_created: 2022-01-06T12:35:49Z
  date_updated: 2022-01-06T12:35:49Z
  file_id: '29172'
  file_name: Krauter Zhang - Triggering DSM - EUPVSEC 2020.pdf
  file_size: 1309449
  relation: main_file
  success: 1
file_date_updated: 2022-01-06T12:35:49Z
has_accepted_license: '1'
keyword:
- 'Keywords: Load-Shifting'
- Demand-Side-Management
- DSM
- grid frequency
- EEX
- electricity trading prices
- renewable share
- flexibility
- emissions
- CO2
language:
- iso: eng
page: 1815 - 1817
publication: Proceedings of the 37th European Photovoltaic Solar Energy Conference,
  07 - 11 September 2020.
publication_identifier:
  issn:
  - "\t3-936338-73-6"
publication_status: published
quality_controlled: '1'
status: public
title: 'Triggering Demand‒Side‒Management: Correlation of electricity prices, share
  of renewables, CO2‒contents, and grid‒frequency in the German electricity grid.'
type: conference
user_id: '28836'
year: '2020'
...
---
_id: '19390'
abstract:
- lang: eng
  text: "Due to the strong reduction of PV prices, storage plays a dominating role
    in overall system costs. A \r\nsteeper elevation angle would result in a more
    balanced seasonal PV yield, at the cost of PV yield reductions during \r\nsummer,
    but allowing reduced storage capacities. Additionally, the effect of a single-axis
    tracking system has been \r\ninvestigated, generating more electricity during
    the morning and evening hours, thus reducing daily storage \r\nrequirements. The
    necessary PV size and storage capacities required for the German energy supply
    (1,500 TWh after \r\nelectrification of all sectors) via 100% renewable energies
    and a 50% solar share have been calculated via the \r\nHOMER Pro software, considering
    the bridging of periods of \"dark lulls“ in winter, using costs of 2030 (Table
    1). \r\nResults: The increase of module elevation angles above the typical 30°
    leads to a reduction of investment and supply \r\ncosts. The optimum is reached
    at a cost reduction of -1.5% for an elevation angle at the latitude of the installation
    \r\nsite. An explanation is that high elevation angles are favorable for clear
    winter days, but not at all for the critical days \r\nwith diffuse irradiance
    only, so the battery capacity must be increased. For the same reason, tracking
    systems do not \r\noffer any cost advantage (at least for the ones without an
    option for horizontal positioning during diffuse days)."
author:
- first_name: Stefan
  full_name: Krauter, Stefan
  id: '28836'
  last_name: Krauter
  orcid: 0000-0002-3594-260X
- first_name: D.
  full_name: Rustemovic, D.
  last_name: Rustemovic
- first_name: Arash
  full_name: Khatibi, Arash
  id: '43538'
  last_name: Khatibi
citation:
  ama: 'Krauter S, Rustemovic D, Khatibi A. Reduction of required storage capacities
    for a 100% renewable energy supply in Germany, if new PV systems are installed
    with east-west tracking systems at increased elevation angles. In: <i>Proceedings
    of the 37th European Photovoltaic Solar Energy Conference, 07 - 11 September 2020</i>.
    ; 2020:1818-1819. doi:<a href="https://doi.org/10.4229/EUPVSEC20202020-6BV.5.10">10.4229/EUPVSEC20202020-6BV.5.10</a>'
  apa: Krauter, S., Rustemovic, D., &#38; Khatibi, A. (2020). Reduction of required
    storage capacities for a 100% renewable energy supply in Germany, if new PV systems
    are installed with east-west tracking systems at increased elevation angles. <i>Proceedings
    of the 37th European Photovoltaic Solar Energy Conference, 07 - 11 September 2020</i>,
    1818–1819. <a href="https://doi.org/10.4229/EUPVSEC20202020-6BV.5.10">https://doi.org/10.4229/EUPVSEC20202020-6BV.5.10</a>
  bibtex: '@inproceedings{Krauter_Rustemovic_Khatibi_2020, title={Reduction of required
    storage capacities for a 100% renewable energy supply in Germany, if new PV systems
    are installed with east-west tracking systems at increased elevation angles},
    DOI={<a href="https://doi.org/10.4229/EUPVSEC20202020-6BV.5.10">10.4229/EUPVSEC20202020-6BV.5.10</a>},
    booktitle={Proceedings of the 37th European Photovoltaic Solar Energy Conference,
    07 - 11 September 2020}, author={Krauter, Stefan and Rustemovic, D. and Khatibi,
    Arash}, year={2020}, pages={1818–1819} }'
  chicago: Krauter, Stefan, D. Rustemovic, and Arash Khatibi. “Reduction of Required
    Storage Capacities for a 100% Renewable Energy Supply in Germany, If New PV Systems
    Are Installed with East-West Tracking Systems at Increased Elevation Angles.”
    In <i>Proceedings of the 37th European Photovoltaic Solar Energy Conference, 07
    - 11 September 2020</i>, 1818–19, 2020. <a href="https://doi.org/10.4229/EUPVSEC20202020-6BV.5.10">https://doi.org/10.4229/EUPVSEC20202020-6BV.5.10</a>.
  ieee: 'S. Krauter, D. Rustemovic, and A. Khatibi, “Reduction of required storage
    capacities for a 100% renewable energy supply in Germany, if new PV systems are
    installed with east-west tracking systems at increased elevation angles,” in <i>Proceedings
    of the 37th European Photovoltaic Solar Energy Conference, 07 - 11 September 2020</i>,
    online, 2020, pp. 1818–1819, doi: <a href="https://doi.org/10.4229/EUPVSEC20202020-6BV.5.10">10.4229/EUPVSEC20202020-6BV.5.10</a>.'
  mla: Krauter, Stefan, et al. “Reduction of Required Storage Capacities for a 100%
    Renewable Energy Supply in Germany, If New PV Systems Are Installed with East-West
    Tracking Systems at Increased Elevation Angles.” <i>Proceedings of the 37th European
    Photovoltaic Solar Energy Conference, 07 - 11 September 2020</i>, 2020, pp. 1818–19,
    doi:<a href="https://doi.org/10.4229/EUPVSEC20202020-6BV.5.10">10.4229/EUPVSEC20202020-6BV.5.10</a>.
  short: 'S. Krauter, D. Rustemovic, A. Khatibi, in: Proceedings of the 37th European
    Photovoltaic Solar Energy Conference, 07 - 11 September 2020, 2020, pp. 1818–1819.'
conference:
  end_date: 2020-09-11
  location: online
  name: 37th European Photovoltaic Solar Energy Conference and Exhibition (EUPVSEC
    2020)
  start_date: 2020-09-07
date_created: 2020-09-14T12:42:30Z
date_updated: 2022-01-06T13:43:51Z
ddc:
- '620'
department:
- _id: '53'
doi: 10.4229/EUPVSEC20202020-6BV.5.10
file:
- access_level: closed
  content_type: application/pdf
  creator: krauter
  date_created: 2022-01-06T13:41:20Z
  date_updated: 2022-01-06T13:41:20Z
  file_id: '29178'
  file_name: Krauter Rustemovic Khatibi - Elevated Angle - EUPVSEC 2020.pdf
  file_size: 428312
  relation: main_file
  success: 1
file_date_updated: 2022-01-06T13:41:20Z
has_accepted_license: '1'
keyword:
- Energy Storage
- PV system integration
- Large Grid-connected PV systems
- Simulation
- Energy Supply Options
language:
- iso: eng
page: 1818 - 1819
publication: Proceedings of the 37th European Photovoltaic Solar Energy Conference,
  07 - 11 September 2020
publication_identifier:
  isbn:
  - 3-936338-73-6
publication_status: published
quality_controlled: '1'
status: public
title: Reduction of required storage capacities for a 100% renewable energy supply
  in Germany, if new PV systems are installed with east-west tracking systems at increased
  elevation angles
type: conference
user_id: '28836'
year: '2020'
...
---
_id: '19383'
abstract:
- lang: eng
  text: 'Due to the present inflexibility and the lack of sufficient throttling capabilities
    of lignite and nuclear power plants, a surplus of electricity generation occurs
    during periods of high wind and solar power generation in the German electricity
    grid. While the specific CO2-emission is decreasing then - due to the increased
    share of Renewables, the grid frequency should be increasing (to a certain limit).
    Using the grid frequency as an indicator to switch-on and -off certain loads (loads
    that do not require power permanently (e.g. dishwashers, washing machines, dryers,
    fridges and freezers, heaters) could provide a simple, inexpensive demand-side-management
    indicator to lower specific CO2-emissions and costs (if a dynamic consumption
    tariff is applied). To check the truthfulness of that hypothesis, the grid and
    frequency data of the German grid of the year 2018 have been collected and the
    correlations between grid frequency, share of renewables, CO2-contents, and actual
    price at the European energy exchange (EEX) have been calculated. The results
    show: Correlation between grid frequency and the share of renewables is quite
    low (r=0.155) due to the fact that primary grid control quickly compensates deviations
    from the 50 Hz nominal frequency. As expected, there is a good anti-correlation
    (r=-0.687) between the EEX-prices and the share of renewables in the grid. Over
    the years, correlation between electricity trading prices (EEX) and CO2 emissions
    is quite good (r=0.665), within the one year (2018) that correlation almost doesn''t
    exist, possibly due to the inflexibility of the bulky lignite baseload power plants
    that even operate at negative prices.'
author:
- first_name: Stefan
  full_name: Krauter, Stefan
  id: '28836'
  last_name: Krauter
  orcid: 0000-0002-3594-260X
- first_name: L.
  full_name: Zhang, L.
  last_name: Zhang
citation:
  ama: 'Krauter S, Zhang L. Correlation of grid-frequency, electricity prices, share
    of Renewables and CO2-contents of German electricity grid to enable inexpensive
    triggering of Demand-Side-Management. In: IEEE, ed. <i>Proceedings of the 47th
    IEEE Photovoltaic Specialists Conference (PVSC 47) 2020</i>. ; 2020:1672-1674.
    doi:<a href="https://doi.org/10.1109/PVSC45281.2020.9300487">10.1109/PVSC45281.2020.9300487</a>'
  apa: Krauter, S., &#38; Zhang, L. (2020). Correlation of grid-frequency, electricity
    prices, share of Renewables and CO2-contents of German electricity grid to enable
    inexpensive triggering of Demand-Side-Management. In IEEE (Ed.), <i>Proceedings
    of the 47th IEEE Photovoltaic Specialists Conference (PVSC 47) 2020</i> (pp. 1672–1674).
    <a href="https://doi.org/10.1109/PVSC45281.2020.9300487">https://doi.org/10.1109/PVSC45281.2020.9300487</a>
  bibtex: '@inproceedings{Krauter_Zhang_2020, title={Correlation of grid-frequency,
    electricity prices, share of Renewables and CO2-contents of German electricity
    grid to enable inexpensive triggering of Demand-Side-Management}, DOI={<a href="https://doi.org/10.1109/PVSC45281.2020.9300487">10.1109/PVSC45281.2020.9300487</a>},
    booktitle={Proceedings of the 47th IEEE Photovoltaic Specialists Conference (PVSC
    47) 2020}, author={Krauter, Stefan and Zhang, L.}, editor={IEEE}, year={2020},
    pages={1672–1674} }'
  chicago: Krauter, Stefan, and L. Zhang. “Correlation of Grid-Frequency, Electricity
    Prices, Share of Renewables and CO2-Contents of German Electricity Grid to Enable
    Inexpensive Triggering of Demand-Side-Management.” In <i>Proceedings of the 47th
    IEEE Photovoltaic Specialists Conference (PVSC 47) 2020</i>, edited by IEEE, 1672–74,
    2020. <a href="https://doi.org/10.1109/PVSC45281.2020.9300487">https://doi.org/10.1109/PVSC45281.2020.9300487</a>.
  ieee: 'S. Krauter and L. Zhang, “Correlation of grid-frequency, electricity prices,
    share of Renewables and CO2-contents of German electricity grid to enable inexpensive
    triggering of Demand-Side-Management,” in <i>Proceedings of the 47th IEEE Photovoltaic
    Specialists Conference (PVSC 47) 2020</i>, online, 2020, pp. 1672–1674, doi: <a
    href="https://doi.org/10.1109/PVSC45281.2020.9300487">10.1109/PVSC45281.2020.9300487</a>.'
  mla: Krauter, Stefan, and L. Zhang. “Correlation of Grid-Frequency, Electricity
    Prices, Share of Renewables and CO2-Contents of German Electricity Grid to Enable
    Inexpensive Triggering of Demand-Side-Management.” <i>Proceedings of the 47th
    IEEE Photovoltaic Specialists Conference (PVSC 47) 2020</i>, edited by IEEE, 2020,
    pp. 1672–74, doi:<a href="https://doi.org/10.1109/PVSC45281.2020.9300487">10.1109/PVSC45281.2020.9300487</a>.
  short: 'S. Krauter, L. Zhang, in: IEEE (Ed.), Proceedings of the 47th IEEE Photovoltaic
    Specialists Conference (PVSC 47) 2020, 2020, pp. 1672–1674.'
conference:
  end_date: 2020-06-21
  location: online
  name: 47th IEEE Photovoltaic Specialists Conference (PVSC 47)
  start_date: 2020-06-15
corporate_editor:
- IEEE
date_created: 2020-09-14T12:39:41Z
date_updated: 2022-01-06T13:52:16Z
department:
- _id: '53'
doi: 10.1109/PVSC45281.2020.9300487
keyword:
- CO2
- EEX
- Grid frequency
- DSM
- electricity price
- Renewable share
language:
- iso: eng
main_file_link:
- url: https://ieeexplore.ieee.org/document/9300487
page: 1672-1674
publication: Proceedings of the 47th IEEE Photovoltaic Specialists Conference (PVSC
  47) 2020
quality_controlled: '1'
status: public
title: Correlation of grid-frequency, electricity prices, share of Renewables and
  CO2-contents of German electricity grid to enable inexpensive triggering of Demand-Side-Management
type: conference
user_id: '28836'
year: '2020'
...
---
_id: '12952'
author:
- first_name: Dmitrij
  full_name: Dreiling, Dmitrij
  id: '32616'
  last_name: Dreiling
- first_name: Nadine
  full_name: Feldmann, Nadine
  id: '23082'
  last_name: Feldmann
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: 'Dreiling D, Feldmann N, Henning B. A DC bias approach to the characterisation
    of non-linear material parameters of piezoelectric ceramics. In: AMA Service GmbH;
    2019. doi:<a href="https://doi.org/10.5162/sensoren2019/5.1.2">10.5162/sensoren2019/5.1.2</a>'
  apa: Dreiling, D., Feldmann, N., &#38; Henning, B. (2019). <i>A DC bias approach
    to the characterisation of non-linear material parameters of piezoelectric ceramics</i>.
    20. GMA/ITG-Fachtagung Sensoren und Messsysteme 2019, Nürnberg. <a href="https://doi.org/10.5162/sensoren2019/5.1.2">https://doi.org/10.5162/sensoren2019/5.1.2</a>
  bibtex: '@inproceedings{Dreiling_Feldmann_Henning_2019, title={A DC bias approach
    to the characterisation of non-linear material parameters of piezoelectric ceramics},
    DOI={<a href="https://doi.org/10.5162/sensoren2019/5.1.2">10.5162/sensoren2019/5.1.2</a>},
    publisher={AMA Service GmbH}, author={Dreiling, Dmitrij and Feldmann, Nadine and
    Henning, Bernd}, year={2019} }'
  chicago: Dreiling, Dmitrij, Nadine Feldmann, and Bernd Henning. “A DC Bias Approach
    to the Characterisation of Non-Linear Material Parameters of Piezoelectric Ceramics.”
    AMA Service GmbH, 2019. <a href="https://doi.org/10.5162/sensoren2019/5.1.2">https://doi.org/10.5162/sensoren2019/5.1.2</a>.
  ieee: 'D. Dreiling, N. Feldmann, and B. Henning, “A DC bias approach to the characterisation
    of non-linear material parameters of piezoelectric ceramics,” presented at the
    20. GMA/ITG-Fachtagung Sensoren und Messsysteme 2019, Nürnberg, 2019, doi: <a
    href="https://doi.org/10.5162/sensoren2019/5.1.2">10.5162/sensoren2019/5.1.2</a>.'
  mla: Dreiling, Dmitrij, et al. <i>A DC Bias Approach to the Characterisation of
    Non-Linear Material Parameters of Piezoelectric Ceramics</i>. AMA Service GmbH,
    2019, doi:<a href="https://doi.org/10.5162/sensoren2019/5.1.2">10.5162/sensoren2019/5.1.2</a>.
  short: 'D. Dreiling, N. Feldmann, B. Henning, in: AMA Service GmbH, 2019.'
conference:
  end_date: 2019-06-26
  location: Nürnberg
  name: 20. GMA/ITG-Fachtagung Sensoren und Messsysteme 2019
  start_date: 2019-06-25
date_created: 2019-08-23T11:02:31Z
date_updated: 2026-01-05T08:28:49Z
department:
- _id: '49'
doi: 10.5162/sensoren2019/5.1.2
keyword:
- piezoelectric materials
- piezoelectric properties
- DC bias field
- non-linear material parameters
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.ama-science.org/proceedings/getFile/ZmDmAN
oa: '1'
project:
- _id: '90'
  name: Ein modellbasiertes Messverfahren zur Charakterisierung der frequenzabhängigen
    Materialeigenschaften von Piezokeramiken unter Verwendung eines einzelnen Probekörperindividuums
- _id: '245'
  name: 'FOR 5208: Modellbasierte Bestimmung nichtlinearer Eigenschaften von Piezokeramiken
    für Leistungsschallanwendungen (NEPTUN)'
publisher: AMA Service GmbH
status: public
title: A DC bias approach to the characterisation of non-linear material parameters
  of piezoelectric ceramics
type: conference
user_id: '32616'
year: '2019'
...
---
_id: '1998'
abstract:
- lang: eng
  text: "Nearly all existing HPC systems are operated by resource management systems
    based on the queuing approach. With the increasing acceptance of grid middleware
    like Globus, new requirements for the underlying local resource management systems
    arise. Features like advanced reservation or quality of service are needed to
    implement high level functions like co-allocation. However it is difficult to
    realize these features with a resource management system based on the queuing
    concept since it considers only the present resource usage.\r\n\r\nIn this paper
    we present an approach which closes this gap. By assigning start times to each
    resource request, a complete schedule is planned. Advanced reservations are now
    easily possible. Based on this planning approach functions like diffuse requests,
    automatic duration extension, or service level agreements are described. We think
    they are useful to increase the usability, acceptance and performance of HPC machines.
    In the second part of this paper we present a planning based resource management
    system which already covers some of the mentioned features."
author:
- first_name: Matthias
  full_name: Hovestadt, Matthias
  last_name: Hovestadt
- first_name: Odej
  full_name: Kao, Odej
  last_name: Kao
- first_name: Axel
  full_name: Keller, Axel
  id: '15274'
  last_name: Keller
- first_name: Achim
  full_name: Streit, Achim
  last_name: Streit
citation:
  ama: 'Hovestadt M, Kao O, Keller A, Streit A. Scheduling in HPC Resource Management
    Systems: Queuing vs. Planning. In: <i>Proc. Workshop on Job Scheduling Strategies
    for Parallel Processing (JSSPP)</i>. Vol 2862. Lecture Notes in Computer Science.
    Berlin / Heidelberg; 2003:1-20. doi:<a href="https://doi.org/10.1007/10968987_1">10.1007/10968987_1</a>'
  apa: 'Hovestadt, M., Kao, O., Keller, A., &#38; Streit, A. (2003). Scheduling in
    HPC Resource Management Systems: Queuing vs. Planning. In <i>Proc. Workshop on
    Job Scheduling Strategies for Parallel Processing (JSSPP)</i> (Vol. 2862, pp.
    1–20). Berlin / Heidelberg. <a href="https://doi.org/10.1007/10968987_1">https://doi.org/10.1007/10968987_1</a>'
  bibtex: '@inproceedings{Hovestadt_Kao_Keller_Streit_2003, place={Berlin / Heidelberg},
    series={Lecture Notes in Computer Science}, title={Scheduling in HPC Resource
    Management Systems: Queuing vs. Planning}, volume={2862}, DOI={<a href="https://doi.org/10.1007/10968987_1">10.1007/10968987_1</a>},
    booktitle={Proc. Workshop on Job Scheduling Strategies for Parallel Processing
    (JSSPP)}, author={Hovestadt, Matthias and Kao, Odej and Keller, Axel and Streit,
    Achim}, year={2003}, pages={1–20}, collection={Lecture Notes in Computer Science}
    }'
  chicago: 'Hovestadt, Matthias, Odej Kao, Axel Keller, and Achim Streit. “Scheduling
    in HPC Resource Management Systems: Queuing vs. Planning.” In <i>Proc. Workshop
    on Job Scheduling Strategies for Parallel Processing (JSSPP)</i>, 2862:1–20. Lecture
    Notes in Computer Science. Berlin / Heidelberg, 2003. <a href="https://doi.org/10.1007/10968987_1">https://doi.org/10.1007/10968987_1</a>.'
  ieee: 'M. Hovestadt, O. Kao, A. Keller, and A. Streit, “Scheduling in HPC Resource
    Management Systems: Queuing vs. Planning,” in <i>Proc. Workshop on Job Scheduling
    Strategies for Parallel Processing (JSSPP)</i>, 2003, vol. 2862, pp. 1–20.'
  mla: 'Hovestadt, Matthias, et al. “Scheduling in HPC Resource Management Systems:
    Queuing vs. Planning.” <i>Proc. Workshop on Job Scheduling Strategies for Parallel
    Processing (JSSPP)</i>, vol. 2862, 2003, pp. 1–20, doi:<a href="https://doi.org/10.1007/10968987_1">10.1007/10968987_1</a>.'
  short: 'M. Hovestadt, O. Kao, A. Keller, A. Streit, in: Proc. Workshop on Job Scheduling
    Strategies for Parallel Processing (JSSPP), Berlin / Heidelberg, 2003, pp. 1–20.'
date_created: 2018-03-29T11:37:24Z
date_updated: 2022-01-06T06:54:17Z
department:
- _id: '27'
doi: 10.1007/10968987_1
intvolume: '      2862'
keyword:
- High Performance Computing
- Service Level Agreement
- Grid Resource
- Resource Management System
- Advance Reservation
language:
- iso: eng
page: 1-20
place: Berlin / Heidelberg
publication: Proc. Workshop on Job Scheduling Strategies for Parallel Processing (JSSPP)
publication_status: published
series_title: Lecture Notes in Computer Science
status: public
title: 'Scheduling in HPC Resource Management Systems: Queuing vs. Planning'
type: conference
user_id: '15274'
volume: 2862
year: '2003'
...
