An automatic grid partitioning technique of large grids based on CloudPSS

The rapid development of power electronics technology makes the traditional grid power generation, transmission, and consumption gradually show the trend of “power electronics”. With the increase in the number of power electronic converters, the accurate electromagnetic transient (EMT) simulation of...

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Veröffentlicht in:Energy reports Jg. 9; S. 1307 - 1317
Hauptverfasser: Niu, Li, Yu, Zhitong, Song, Yankan, Tan, Zhendong, Chen, Ying, Shen, Chen
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Elsevier Ltd 01.10.2023
Elsevier
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ISSN:2352-4847, 2352-4847
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Abstract The rapid development of power electronics technology makes the traditional grid power generation, transmission, and consumption gradually show the trend of “power electronics”. With the increase in the number of power electronic converters, the accurate electromagnetic transient (EMT) simulation of model power electronic networks is under tremendous computational pressure. Aiming at solving the problem of slow calculation of large-scale power electronics simulation, scientists have widely used parallel computation of sub-networks to accelerate EMT simulation. This paper proposes an automatic grid partitioning algorithm for large power grids based on merging neighbor nodes with the basic principle of the transmission line decoupling (TLD) method. The algorithm can effectively reduce the communication time and the waiting time due to the uneven computational load during parallel simulation. Finally, the method is implemented in the CloudPSS platform with various scales of grids, and the test results show that the algorithm can realize the EMT simulation efficiently and accurately.
AbstractList The rapid development of power electronics technology makes the traditional grid power generation, transmission, and consumption gradually show the trend of “power electronics”. With the increase in the number of power electronic converters, the accurate electromagnetic transient (EMT) simulation of model power electronic networks is under tremendous computational pressure. Aiming at solving the problem of slow calculation of large-scale power electronics simulation, scientists have widely used parallel computation of sub-networks to accelerate EMT simulation. This paper proposes an automatic grid partitioning algorithm for large power grids based on merging neighbor nodes with the basic principle of the transmission line decoupling (TLD) method. The algorithm can effectively reduce the communication time and the waiting time due to the uneven computational load during parallel simulation. Finally, the method is implemented in the CloudPSS platform with various scales of grids, and the test results show that the algorithm can realize the EMT simulation efficiently and accurately.
Author Tan, Zhendong
Shen, Chen
Niu, Li
Song, Yankan
Yu, Zhitong
Chen, Ying
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Cites_doi 10.1109/TPWRS.2020.3040356
10.1109/TPWRD.2014.2384499
10.1016/j.egyr.2020.12.028
10.1049/ip-c.1990.0010
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Keywords Load balancing
EMT simulation
Grid partitioning
Language English
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References Watson, Arrillaga (b7) 2003
Fang Tian, Chengyan Yue, Zhongxi Wu, Xiaoxin Zhou, Realization of Electromechanical Transient and Electromagnetic Transient Real Time Hybrid Simulation in Power System, in: Proc. IEEE/PES transmission and distribution conference and exhibition: Asia and Pacific, 2005, pp. 1–6.
Song, Chen, Yu (b14) 2020; 6
van der Meer, Gibescu, van der Meijden, Kling, Ferreira (b6) 2015; 30
Okba, Saied, Mostafa (b2) 2012
Abdukhakimov, Bhardwaj, Gashema (b4) 2019; 8
Agelidis, Demetriades, Flourentzou (b3) 2006
Green (b1) 2015
Yue Chengyan, Zhou Xiaoxin, Li Ruomei, Research on parallel algorithms in real-time simulation of power system electromagnetic transients, Chin J Electr Eng 2004 (12) 5–11
Gao, Chen, Huang (b5) 2020; 36
.
Xu, Peng, Sun, Wang (b11) 2016
Irving, Sterling (b12) 1990; 137
Marti, Linares, Calvino (b8) 1998
Zhang, Gao, Zhang (b13) 2020
Okba (10.1016/j.egyr.2023.05.189_b2) 2012
Watson (10.1016/j.egyr.2023.05.189_b7) 2003
10.1016/j.egyr.2023.05.189_b9
Gao (10.1016/j.egyr.2023.05.189_b5) 2020; 36
Abdukhakimov (10.1016/j.egyr.2023.05.189_b4) 2019; 8
Zhang (10.1016/j.egyr.2023.05.189_b13) 2020
Green (10.1016/j.egyr.2023.05.189_b1) 2015
10.1016/j.egyr.2023.05.189_b10
van der Meer (10.1016/j.egyr.2023.05.189_b6) 2015; 30
Marti (10.1016/j.egyr.2023.05.189_b8) 1998
Song (10.1016/j.egyr.2023.05.189_b14) 2020; 6
Irving (10.1016/j.egyr.2023.05.189_b12) 1990; 137
Agelidis (10.1016/j.egyr.2023.05.189_b3) 2006
Xu (10.1016/j.egyr.2023.05.189_b11) 2016
References_xml – start-page: 448
  year: 2003
  ident: b7
  article-title: Power systems electromagnetic transients simulation
– reference: Yue Chengyan, Zhou Xiaoxin, Li Ruomei, Research on parallel algorithms in real-time simulation of power system electromagnetic transients, Chin J Electr Eng 2004 (12) 5–11,
– volume: 6
  start-page: 1611
  year: 2020
  end-page: 1618
  ident: b14
  article-title: CloudPSS: A high-performance power system simulator based on cloud computing
  publication-title: Energy Rep
– start-page: 1
  year: 2016
  end-page: 5
  ident: b11
  article-title: An automatic-optimization-decoupling-technology-based network partitioning methodology for electromagnetic transient simulation
  publication-title: 2016 China international conference on electricity distribution
– start-page: 206
  year: 2006
  end-page: 213
  ident: b3
  article-title: Recent advances in high-voltage direct-current power transmission systems
  publication-title: 2006 IEEE international conference on industrial technology
– reference: Fang Tian, Chengyan Yue, Zhongxi Wu, Xiaoxin Zhou, Realization of Electromechanical Transient and Electromagnetic Transient Real Time Hybrid Simulation in Power System, in: Proc. IEEE/PES transmission and distribution conference and exhibition: Asia and Pacific, 2005, pp. 1–6.
– volume: 8
  start-page: 233
  year: 2019
  end-page: 237
  ident: b4
  article-title: Reliability analysis in smart grid networks considering distributed energy resources and storage devices
  publication-title: Int J Electr Electron Eng Telecommun
– reference: .
– year: 2015
  ident: b1
  article-title: Evaluating the sustainability of an energy supply system using renewable energy sources: an energy demand assessment of South Carolina
– year: 2020
  ident: b13
  article-title: Generating large-scale electromagnetic transient simulation model on CloudPSS using PSASP projects
  publication-title: 2020 IEEE sustainable power and energy conference
– year: 1998
  ident: b8
  article-title: OVNI: An object approach to real-time power system simulators
  publication-title: POWERCON ’98. 1998 international conference on power system technology. Proceedings (Cat. No. 98EX151)
– volume: 30
  start-page: 1057
  year: 2015
  end-page: 1066
  ident: b6
  article-title: Advanced hybrid transient stability and EMT simulation for VSC-HVDC systems
  publication-title: IEEE Trans Power Deliv
– volume: 36
  start-page: 2481
  year: 2020
  end-page: 2490
  ident: b5
  article-title: Efficient power flow algorithm for AC/MTDC considering complementary constraints of VSC’s reactive power and AC node voltage
  publication-title: IEEE Trans Power Syst
– year: 2012
  ident: b2
  article-title: High voltage direct current transmission - A review, Part I
  publication-title: Energytech
– volume: 137
  start-page: 69
  year: 1990
  end-page: 72
  ident: b12
  article-title: Optimal network tearing using simulated annealing
  publication-title: IEE Proc C Gener Transm Distrib
– volume: 36
  start-page: 2481
  issue: 3
  year: 2020
  ident: 10.1016/j.egyr.2023.05.189_b5
  article-title: Efficient power flow algorithm for AC/MTDC considering complementary constraints of VSC’s reactive power and AC node voltage
  publication-title: IEEE Trans Power Syst
  doi: 10.1109/TPWRS.2020.3040356
– year: 2015
  ident: 10.1016/j.egyr.2023.05.189_b1
– year: 2020
  ident: 10.1016/j.egyr.2023.05.189_b13
  article-title: Generating large-scale electromagnetic transient simulation model on CloudPSS using PSASP projects
– volume: 8
  start-page: 233
  issue: 5
  year: 2019
  ident: 10.1016/j.egyr.2023.05.189_b4
  article-title: Reliability analysis in smart grid networks considering distributed energy resources and storage devices
  publication-title: Int J Electr Electron Eng Telecommun
– volume: 30
  start-page: 1057
  issue: 3
  year: 2015
  ident: 10.1016/j.egyr.2023.05.189_b6
  article-title: Advanced hybrid transient stability and EMT simulation for VSC-HVDC systems
  publication-title: IEEE Trans Power Deliv
  doi: 10.1109/TPWRD.2014.2384499
– year: 1998
  ident: 10.1016/j.egyr.2023.05.189_b8
  article-title: OVNI: An object approach to real-time power system simulators
– start-page: 206
  year: 2006
  ident: 10.1016/j.egyr.2023.05.189_b3
  article-title: Recent advances in high-voltage direct-current power transmission systems
– start-page: 448
  year: 2003
  ident: 10.1016/j.egyr.2023.05.189_b7
– ident: 10.1016/j.egyr.2023.05.189_b10
– volume: 6
  start-page: 1611
  year: 2020
  ident: 10.1016/j.egyr.2023.05.189_b14
  article-title: CloudPSS: A high-performance power system simulator based on cloud computing
  publication-title: Energy Rep
  doi: 10.1016/j.egyr.2020.12.028
– volume: 137
  start-page: 69
  issue: 1
  year: 1990
  ident: 10.1016/j.egyr.2023.05.189_b12
  article-title: Optimal network tearing using simulated annealing
  publication-title: IEE Proc C Gener Transm Distrib
  doi: 10.1049/ip-c.1990.0010
– ident: 10.1016/j.egyr.2023.05.189_b9
– start-page: 1
  year: 2016
  ident: 10.1016/j.egyr.2023.05.189_b11
  article-title: An automatic-optimization-decoupling-technology-based network partitioning methodology for electromagnetic transient simulation
– year: 2012
  ident: 10.1016/j.egyr.2023.05.189_b2
  article-title: High voltage direct current transmission - A review, Part I
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SubjectTerms EMT simulation
Grid partitioning
Load balancing
Title An automatic grid partitioning technique of large grids based on CloudPSS
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