Impact of ICT Latency, Data Loss and Data Corruption on Active Distribution Network Control
The ongoing changes in modern power systems towards increasingly decentralized systems render the coordination of generation assets and the corresponding dependency on Information and Communication Technology highly relevant. This work demonstrates the impact of three types of ICT errors, namely del...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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IEEE
2023-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10040648/ |
| _version_ | 1797904626615320576 |
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| author | Marcel Klaes Jannik Zwartscholten Anand Narayan Sebastian Lehnhoff Christian Rehtanz |
| author_facet | Marcel Klaes Jannik Zwartscholten Anand Narayan Sebastian Lehnhoff Christian Rehtanz |
| author_sort | Marcel Klaes |
| collection | DOAJ |
| description | The ongoing changes in modern power systems towards increasingly decentralized systems render the coordination of generation assets and the corresponding dependency on Information and Communication Technology highly relevant. This work demonstrates the impact of three types of ICT errors, namely delayed data, data loss and data corruption, on the control of distributed energy resources in an active distribution network. The settling time of the active power response at the interconnection point between the distribution and transmission system is investigated in the simulations. Additionally, two fallback strategies to mitigate the impact of data loss are proposed and evaluated with regard to their impact on the controller’s response. Finally, a generalized, aggregated service state description is proposed in order to capture the performance of the active distribution network service. It is meant to improve the interpretability of the results, which can be used to compare service designs and setups. |
| first_indexed | 2024-04-10T09:51:59Z |
| format | Article |
| id | doaj.art-579e4e7d5fea41af9127d1fc12f0e6df |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-04-10T09:51:59Z |
| publishDate | 2023-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-579e4e7d5fea41af9127d1fc12f0e6df2023-02-17T00:00:18ZengIEEEIEEE Access2169-35362023-01-0111146931470110.1109/ACCESS.2023.324325510040648Impact of ICT Latency, Data Loss and Data Corruption on Active Distribution Network ControlMarcel Klaes0https://orcid.org/0000-0001-7567-3208Jannik Zwartscholten1https://orcid.org/0000-0002-2958-2337Anand Narayan2https://orcid.org/0000-0003-3593-1780Sebastian Lehnhoff3Christian Rehtanz4Institute of Energy Systems, Energy Efficiency, and Energy Economics, Technical University Dortmund, Dortmund, GermanyInstitute of Energy Systems, Energy Efficiency, and Energy Economics, Technical University Dortmund, Dortmund, GermanyDepartment of Computing Science, Carl von Ossietzky University of Oldenburg, Oldenburg, GermanyDepartment of Computing Science, Carl von Ossietzky University of Oldenburg, Oldenburg, GermanyInstitute of Energy Systems, Energy Efficiency, and Energy Economics, Technical University Dortmund, Dortmund, GermanyThe ongoing changes in modern power systems towards increasingly decentralized systems render the coordination of generation assets and the corresponding dependency on Information and Communication Technology highly relevant. This work demonstrates the impact of three types of ICT errors, namely delayed data, data loss and data corruption, on the control of distributed energy resources in an active distribution network. The settling time of the active power response at the interconnection point between the distribution and transmission system is investigated in the simulations. Additionally, two fallback strategies to mitigate the impact of data loss are proposed and evaluated with regard to their impact on the controller’s response. Finally, a generalized, aggregated service state description is proposed in order to capture the performance of the active distribution network service. It is meant to improve the interpretability of the results, which can be used to compare service designs and setups.https://ieeexplore.ieee.org/document/10040648/Active distribution network controlperformance of servicecorrupted datadelayed dataservice statesunavailable data |
| spellingShingle | Marcel Klaes Jannik Zwartscholten Anand Narayan Sebastian Lehnhoff Christian Rehtanz Impact of ICT Latency, Data Loss and Data Corruption on Active Distribution Network Control IEEE Access Active distribution network control performance of service corrupted data delayed data service states unavailable data |
| title | Impact of ICT Latency, Data Loss and Data Corruption on Active Distribution Network Control |
| title_full | Impact of ICT Latency, Data Loss and Data Corruption on Active Distribution Network Control |
| title_fullStr | Impact of ICT Latency, Data Loss and Data Corruption on Active Distribution Network Control |
| title_full_unstemmed | Impact of ICT Latency, Data Loss and Data Corruption on Active Distribution Network Control |
| title_short | Impact of ICT Latency, Data Loss and Data Corruption on Active Distribution Network Control |
| title_sort | impact of ict latency data loss and data corruption on active distribution network control |
| topic | Active distribution network control performance of service corrupted data delayed data service states unavailable data |
| url | https://ieeexplore.ieee.org/document/10040648/ |
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