A comprehensive cloud-based real-time simulation framework for oblivious power routing in clusters of DC microgrids

M. Hadi Amini , Kianoosh G. Boroojeni, Tomislav Dragicevic, Arash Nejadpak , S. S. Iyengar , Frede Blaabjerg

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

30 Citations (Scopus)

Abstract

In this paper, we propose a novel cloud-based approach for solving the optimal power routing problem in clusters of DC microgrids. To this end, we deploy oblivious network routing design. Each cluster includes multiple microgrids which are connected via DC links in a multi-terminal DC system in a meshed network topology. In the proposed framework, the energy will be transmitted from the microgrid with additional power generation to the microgrid with power shortage to supply the loads internally. According to the nature of oblivious routing algorithm, all of the microgrids belonging to a specific cluster are unaware of the current cluster status. Furthermore, each microgrid does not need to have the access to the current flows through the multi-terminal DC system as well as the generation capacity and load demand of other microgrids. The optimal routing strategy considers two main objectives: 1)managing congestion through the DC lines, and 2) minimizing power loss through the network. The performance of our novel oblivious power routing method does not depend on the topology of network, i.e. it is applicable to both radial and non-radial power networks of different scales and arbitrary number of microgrids. The effectiveness of the proposed algorithm has been verified in MATLAB simulation. Furthermore, we propose a comprehensive simulation platform for further implementation of the proposed strategy on OPAL-RT real-time simulator system (RTDS). In our proposed platform, the communication path between the microgrids can be implemented on a cloud-based environment emulated by OMNeT++.
Original languageEnglish
Title of host publicationProceedings of 2017 IEEE Second International Conference on DC Microgrids (ICDCM)
Number of pages4
PublisherIEEE Press
Publication dateJun 2017
Pages270-273
ISBN (Electronic)978-1-5090-4479-5
DOIs
Publication statusPublished - Jun 2017
Event2017 IEEE Second International Conference on DC Microgrids (ICDCM) - Nuremburg, Germany
Duration: 27 Jun 201729 Jun 2017

Conference

Conference2017 IEEE Second International Conference on DC Microgrids (ICDCM)
CountryGermany
CityNuremburg
Period27/06/201729/06/2017

Fingerprint

Topology
Network routing
Routing algorithms
MATLAB
Power generation
Simulators
Communication

Keywords

  • Large scale network flow
  • Real-time simulation
  • Oblivious routing scheme
  • Clusters of DC microgrids

Cite this

Amini , M. H., Boroojeni, K. G., Dragicevic, T., Nejadpak , A., Iyengar , S. S., & Blaabjerg, F. (2017). A comprehensive cloud-based real-time simulation framework for oblivious power routing in clusters of DC microgrids. In Proceedings of 2017 IEEE Second International Conference on DC Microgrids (ICDCM) (pp. 270-273). IEEE Press. https://doi.org/10.1109/ICDCM.2017.8001055
Amini , M. Hadi ; Boroojeni, Kianoosh G. ; Dragicevic, Tomislav ; Nejadpak , Arash ; Iyengar , S. S. ; Blaabjerg, Frede. / A comprehensive cloud-based real-time simulation framework for oblivious power routing in clusters of DC microgrids. Proceedings of 2017 IEEE Second International Conference on DC Microgrids (ICDCM). IEEE Press, 2017. pp. 270-273
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keywords = "Large scale network flow, Real-time simulation, Oblivious routing scheme, Clusters of DC microgrids",
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Amini , MH, Boroojeni, KG, Dragicevic, T, Nejadpak , A, Iyengar , SS & Blaabjerg, F 2017, A comprehensive cloud-based real-time simulation framework for oblivious power routing in clusters of DC microgrids. in Proceedings of 2017 IEEE Second International Conference on DC Microgrids (ICDCM). IEEE Press, pp. 270-273, 2017 IEEE Second International Conference on DC Microgrids (ICDCM), Nuremburg, Germany, 27/06/2017. https://doi.org/10.1109/ICDCM.2017.8001055

A comprehensive cloud-based real-time simulation framework for oblivious power routing in clusters of DC microgrids. / Amini , M. Hadi; Boroojeni, Kianoosh G.; Dragicevic, Tomislav; Nejadpak , Arash; Iyengar , S. S.; Blaabjerg, Frede.

Proceedings of 2017 IEEE Second International Conference on DC Microgrids (ICDCM). IEEE Press, 2017. p. 270-273.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

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AU - Boroojeni, Kianoosh G.

AU - Dragicevic, Tomislav

AU - Nejadpak , Arash

AU - Iyengar , S. S.

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N2 - In this paper, we propose a novel cloud-based approach for solving the optimal power routing problem in clusters of DC microgrids. To this end, we deploy oblivious network routing design. Each cluster includes multiple microgrids which are connected via DC links in a multi-terminal DC system in a meshed network topology. In the proposed framework, the energy will be transmitted from the microgrid with additional power generation to the microgrid with power shortage to supply the loads internally. According to the nature of oblivious routing algorithm, all of the microgrids belonging to a specific cluster are unaware of the current cluster status. Furthermore, each microgrid does not need to have the access to the current flows through the multi-terminal DC system as well as the generation capacity and load demand of other microgrids. The optimal routing strategy considers two main objectives: 1)managing congestion through the DC lines, and 2) minimizing power loss through the network. The performance of our novel oblivious power routing method does not depend on the topology of network, i.e. it is applicable to both radial and non-radial power networks of different scales and arbitrary number of microgrids. The effectiveness of the proposed algorithm has been verified in MATLAB simulation. Furthermore, we propose a comprehensive simulation platform for further implementation of the proposed strategy on OPAL-RT real-time simulator system (RTDS). In our proposed platform, the communication path between the microgrids can be implemented on a cloud-based environment emulated by OMNeT++.

AB - In this paper, we propose a novel cloud-based approach for solving the optimal power routing problem in clusters of DC microgrids. To this end, we deploy oblivious network routing design. Each cluster includes multiple microgrids which are connected via DC links in a multi-terminal DC system in a meshed network topology. In the proposed framework, the energy will be transmitted from the microgrid with additional power generation to the microgrid with power shortage to supply the loads internally. According to the nature of oblivious routing algorithm, all of the microgrids belonging to a specific cluster are unaware of the current cluster status. Furthermore, each microgrid does not need to have the access to the current flows through the multi-terminal DC system as well as the generation capacity and load demand of other microgrids. The optimal routing strategy considers two main objectives: 1)managing congestion through the DC lines, and 2) minimizing power loss through the network. The performance of our novel oblivious power routing method does not depend on the topology of network, i.e. it is applicable to both radial and non-radial power networks of different scales and arbitrary number of microgrids. The effectiveness of the proposed algorithm has been verified in MATLAB simulation. Furthermore, we propose a comprehensive simulation platform for further implementation of the proposed strategy on OPAL-RT real-time simulator system (RTDS). In our proposed platform, the communication path between the microgrids can be implemented on a cloud-based environment emulated by OMNeT++.

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KW - Real-time simulation

KW - Oblivious routing scheme

KW - Clusters of DC microgrids

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DO - 10.1109/ICDCM.2017.8001055

M3 - Article in proceeding

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BT - Proceedings of 2017 IEEE Second International Conference on DC Microgrids (ICDCM)

PB - IEEE Press

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Amini MH, Boroojeni KG, Dragicevic T, Nejadpak A, Iyengar SS, Blaabjerg F. A comprehensive cloud-based real-time simulation framework for oblivious power routing in clusters of DC microgrids. In Proceedings of 2017 IEEE Second International Conference on DC Microgrids (ICDCM). IEEE Press. 2017. p. 270-273 https://doi.org/10.1109/ICDCM.2017.8001055