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Extendable multirate real-time simulation of active distribution networks based on field programmable gate arrays

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  • Wang, Zhiying
  • Wang, Chengshan
  • Li, Peng
  • Fu, Xiaopeng
  • Wu, Jianzhong

Abstract

Real-time simulation of large-scale active distribution networks exhibiting a wide range of time-scales puts forward higher requirements for simulation accuracy and efficiency. This paper presents an extendable method and design for the real-time simulation of active distribution networks utilising high-performance hardware field programmable gate arrays. In the aspect of numerical algorithm, a high-accuracy and stable multirate simulation algorithm is proposed. The entire active distribution network is decoupled into different subsystems by their inherent time-scales and distinct time steps are used to solve the subsystems. Then root-matching method is adopted to form the exponential difference equations that represent the behaviours of the electric distribution network being modelled, which eliminates the truncation errors and thus provides a highly accurate time-domain solution. To handle the interface between the subsystems, a multirate interfacing method is proposed. The hardware design of the multirate interfaces is presented as well. With the multirate algorithm, a fully functional extendable real-time simulator based on field programmable gate arrays is designed and implemented. Two modified IEEE 33-node systems with photovoltaics and energy storage are simulated on the 4-field-programmable-gate-arrays-based real-time simulator. Simulation results are compared with the commercial simulation tool PSCAD/EMTDC to validate the correctness and effectiveness of the proposed method and design.

Suggested Citation

  • Wang, Zhiying & Wang, Chengshan & Li, Peng & Fu, Xiaopeng & Wu, Jianzhong, 2018. "Extendable multirate real-time simulation of active distribution networks based on field programmable gate arrays," Applied Energy, Elsevier, vol. 228(C), pages 2422-2436.
  • Handle: RePEc:eee:appene:v:228:y:2018:i:c:p:2422-2436
    DOI: 10.1016/j.apenergy.2018.07.099
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    1. Hong, Ying-Yi & Beltran, Angelo A. & Paglinawan, Arnold C., 2018. "A robust design of maximum power point tracking using Taguchi method for stand-alone PV system," Applied Energy, Elsevier, vol. 211(C), pages 50-63.
    2. Bandara, Kapila & Sweet, Tracy & Ekanayake, Janaka, 2012. "Photovoltaic applications for off-grid electrification using novel multi-level inverter technology with energy storage," Renewable Energy, Elsevier, vol. 37(1), pages 82-88.
    3. Ramos-Paja, Carlos Andrés & Spagnuolo, Giovanni & Petrone, Giovanni & Mamarelis, Emilio, 2014. "A perturbation strategy for fuel consumption minimization in polymer electrolyte membrane fuel cells: Analysis, Design and FPGA implementation," Applied Energy, Elsevier, vol. 119(C), pages 21-32.
    4. Li, Yang & Feng, Bo & Li, Guoqing & Qi, Junjian & Zhao, Dongbo & Mu, Yunfei, 2018. "Optimal distributed generation planning in active distribution networks considering integration of energy storage," Applied Energy, Elsevier, vol. 210(C), pages 1073-1081.
    5. Yadav, Jaykumar & Ramesh, A., 2018. "Injection strategies for reducing smoke and improving the performance of a butanol-diesel common rail dual fuel engine," Applied Energy, Elsevier, vol. 212(C), pages 1-12.
    6. Li, Jianwei & Wang, Xudong & Zhang, Zhenyu & Le Blond, Simon & Yang, Qingqing & Zhang, Min & Yuan, Weijia, 2017. "Analysis of a new design of the hybrid energy storage system used in the residential m-CHP systems," Applied Energy, Elsevier, vol. 187(C), pages 169-179.
    7. Yu, Wenbin & Yang, Wenming & Mohan, Balaji & Tay, Kun Lin & Zhao, Feiyang, 2017. "Macroscopic spray characteristics of wide distillation fuel (WDF)," Applied Energy, Elsevier, vol. 185(P2), pages 1372-1382.
    8. Wang, Chengshan & Song, Guanyu & Li, Peng & Ji, Haoran & Zhao, Jinli & Wu, Jianzhong, 2017. "Optimal siting and sizing of soft open points in active electrical distribution networks," Applied Energy, Elsevier, vol. 189(C), pages 301-309.
    Full references (including those not matched with items on IDEAS)

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