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Mutual information for evaluating renewable power penetration impacts in a distributed generation system

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  • Luo, Yu
  • Shi, Yixiang
  • Zheng, Yi
  • Gang, Zhongxue
  • Cai, Ningsheng

Abstract

Renewable energy (RE) is regarded as the main part of the primary energy in the forthcoming “energy internet”. However, the intermittence and variability of renewable energy limit its present penetration. To study the effect of the renewable energy penetration on power supply and demand, a dynamic distributed multi-energy generation system combining RE, natural gas (NG) and energy storage was built based on the semi-physical model library. The model library consisted of four key links of a distributed generation system: a generation link, storage link, recycle link and user-load link. Simulation indicated that the responses of a reversible solid oxide fuel cell (RSOC) and Li-ion battery were faster than that of a gas internal combustion engine (GICE). Furthermore, a novel indicator based on the mutual information was applied in a distributed generation system coupling RE, NG and energy storage. The results showed that the indicator was applicable for evaluating power balance degree and device capacity selection. Based on the indicator, it was found that the power balance degree decreased with increasing wind power penetration. Co-storage of RSOC and Li-ion was found to effectively alleviate the power unbalance caused by wind power and save the energy storage capacity in the meantime.

Suggested Citation

  • Luo, Yu & Shi, Yixiang & Zheng, Yi & Gang, Zhongxue & Cai, Ningsheng, 2017. "Mutual information for evaluating renewable power penetration impacts in a distributed generation system," Energy, Elsevier, vol. 141(C), pages 290-303.
    • Handle: RePEc:eee:energy:v:141:y:2017:i:c:p:290-303
    DOI: 10.1016/j.energy.2017.09.033
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    as
    1. Zhao, Pan & Wang, Mingkun & Wang, Jiangfeng & Dai, Yiping, 2015. "A preliminary dynamic behaviors analysis of a hybrid energy storage system based on adiabatic compressed air energy storage and flywheel energy storage system for wind power application," Energy, Elsevier, vol. 84(C), pages 825-839.
    2. Petrakopoulou, Fontina & Sanz-Bermejo, Javier & Dufour, Javier & Romero, Manuel, 2016. "Exergetic analysis of hybrid power plants with biomass and photovoltaics coupled with a solid-oxide electrolysis system," Energy, Elsevier, vol. 94(C), pages 304-315.
    3. Gao, Dan & Jiang, Dongfang & Liu, Pei & Li, Zheng & Hu, Sangao & Xu, Hong, 2014. "An integrated energy storage system based on hydrogen storage: Process configuration and case studies with wind power," Energy, Elsevier, vol. 66(C), pages 332-341.
    4. Ladenburg, Jacob, 2014. "Dynamic properties of the preferences for renewable energy sources – A wind power experience-based approach," Energy, Elsevier, vol. 76(C), pages 542-551.
    5. Luo, Yu & Shi, Yixiang & Li, Wenying & Cai, Ningsheng, 2015. "Dynamic electro-thermal modeling of co-electrolysis of steam and carbon dioxide in a tubular solid oxide electrolysis cell," Energy, Elsevier, vol. 89(C), pages 637-647.
    6. Cho, Seolhee & Kim, Jiyong, 2015. "Feasibility and impact analysis of a renewable energy source (RES)-based energy system in Korea," Energy, Elsevier, vol. 85(C), pages 317-328.
    7. Comodi, Gabriele & Carducci, Francesco & Sze, Jia Yin & Balamurugan, Nagarajan & Romagnoli, Alessandro, 2017. "Storing energy for cooling demand management in tropical climates: A techno-economic comparison between different energy storage technologies," Energy, Elsevier, vol. 121(C), pages 676-694.
    8. Smaoui, Mariem & Krichen, Lotfi, 2016. "Control, energy management and performance evaluation of desalination unit based renewable energies using a graphical user interface," Energy, Elsevier, vol. 114(C), pages 1187-1206.
    9. Mahto, Tarkeshwar & Mukherjee, V., 2015. "Energy storage systems for mitigating the variability of isolated hybrid power system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 1564-1577.
    10. Li, Jianwei & Yang, Qingqing & Robinson, Francis. & Liang, Fei & Zhang, Min & Yuan, Weijia, 2017. "Design and test of a new droop control algorithm for a SMES/battery hybrid energy storage system," Energy, Elsevier, vol. 118(C), pages 1110-1122.
    11. Garcia, Humberto E. & Mohanty, Amit & Lin, Wen-Chiao & Cherry, Robert S., 2013. "Dynamic analysis of hybrid energy systems under flexible operation and variable renewable generation – Part II: Dynamic cost analysis," Energy, Elsevier, vol. 52(C), pages 17-26.
    12. Carton, J.G. & Olabi, A.G., 2010. "Wind/hydrogen hybrid systems: Opportunity for Ireland’s wind resource to provide consistent sustainable energy supply," Energy, Elsevier, vol. 35(12), pages 4536-4544.
    13. Song, Ziyou & Hou, Jun & Hofmann, Heath & Li, Jianqiu & Ouyang, Minggao, 2017. "Sliding-mode and Lyapunov function-based control for battery/supercapacitor hybrid energy storage system used in electric vehicles," Energy, Elsevier, vol. 122(C), pages 601-612.
    14. Luo, Yu & Shi, Yixiang & Li, Wenying & Cai, Ningsheng, 2014. "Comprehensive modeling of tubular solid oxide electrolysis cell for co-electrolysis of steam and carbon dioxide," Energy, Elsevier, vol. 70(C), pages 420-434.
    15. Samavati, Mahrokh & Santarelli, Massimo & Martin, Andrew & Nemanova, Vera, 2017. "Thermodynamic and economy analysis of solid oxide electrolyser system for syngas production," Energy, Elsevier, vol. 122(C), pages 37-49.
    16. Bin Shams, Mohamed & Haji, Shaker & Salman, Ali & Abdali, Hussain & Alsaffar, Alaa, 2016. "Time series analysis of Bahrain's first hybrid renewable energy system," Energy, Elsevier, vol. 103(C), pages 1-15.
    17. Papaefthymiou, Stefanos V. & Lakiotis, Vasileios G. & Margaris, Ioannis D. & Papathanassiou, Stavros A., 2015. "Dynamic analysis of island systems with wind-pumped-storage hybrid power stations," Renewable Energy, Elsevier, vol. 74(C), pages 544-554.
    18. Stempien, Jan Pawel & Ni, Meng & Sun, Qiang & Chan, Siew Hwa, 2015. "Production of sustainable methane from renewable energy and captured carbon dioxide with the use of Solid Oxide Electrolyzer: A thermodynamic assessment," Energy, Elsevier, vol. 82(C), pages 714-721.
    19. Garcia, Humberto E. & Mohanty, Amit & Lin, Wen-Chiao & Cherry, Robert S., 2013. "Dynamic analysis of hybrid energy systems under flexible operation and variable renewable generation – Part I: Dynamic performance analysis," Energy, Elsevier, vol. 52(C), pages 1-16.
    20. Lund, H. & Mathiesen, B.V., 2009. "Energy system analysis of 100% renewable energy systems—The case of Denmark in years 2030 and 2050," Energy, Elsevier, vol. 34(5), pages 524-531.
    21. Stempien, Jan Pawel & Sun, Qiang & Chan, Siew Hwa, 2013. "Performance of power generation extension system based on solid-oxide electrolyzer cells under various design conditions," Energy, Elsevier, vol. 55(C), pages 647-657.
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