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Optimal capacity allocation of multiple solar trackers and storage capacity for utility-scale photovoltaic plants considering output characteristics and complementary demand

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  • Hua, Zhengcao
  • Ma, Chao
  • Lian, Jijian
  • Pang, Xiulan
  • Yang, Weichao

Abstract

The most striking features of solar energy are its intermittency and instability resulting from environmental influence. Combination of different solar trackers can be a feasible option to stabilize output fluctuations. The main aim of this study was to analyze the optimal capacity allocation of multiple solar trackers and storage capacity. In this regard, a multi-objective optimization model considering fluctuations and the net present value was developed. A desert area in the west of China was considered as the case study. Results indicate that: (1) horizontal-axis trackers and its bifacial modules have complementarity with other kinds of solar trackers; (2) fluctuations of the photovoltaic plant with optimal capacity allocation can be significantly reduced; (3) optimal capacity allocation is sensitive to the feed-in tariff and the adjustment value of automatic generation control; (4) energy storage is crucial to improving the stability of the photovoltaic system while its capacity is constrained by the cost. The novel capacity allocation method does not only improve the stability and benefit of the utility-scale grid-connected photovoltaic plant but also provides a valuable reference for the optimal utilization of other renewable energy resources worldwide.

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  • Hua, Zhengcao & Ma, Chao & Lian, Jijian & Pang, Xiulan & Yang, Weichao, 2019. "Optimal capacity allocation of multiple solar trackers and storage capacity for utility-scale photovoltaic plants considering output characteristics and complementary demand," Applied Energy, Elsevier, vol. 238(C), pages 721-733.
    • Handle: RePEc:eee:appene:v:238:y:2019:i:c:p:721-733
    DOI: 10.1016/j.apenergy.2019.01.099
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    as
    1. Chang, Tian Pau, 2009. "Performance study on the east–west oriented single-axis tracked panel," Energy, Elsevier, vol. 34(10), pages 1530-1538.
    2. Shabani, Masoume & Mahmoudimehr, Javad, 2018. "Techno-economic role of PV tracking technology in a hybrid PV-hydroelectric standalone power system," Applied Energy, Elsevier, vol. 212(C), pages 84-108.
    3. Sun, Xingshu & Khan, Mohammad Ryyan & Deline, Chris & Alam, Muhammad Ashraful, 2018. "Optimization and performance of bifacial solar modules: A global perspective," Applied Energy, Elsevier, vol. 212(C), pages 1601-1610.
    4. Lai, Chun Sing & McCulloch, Malcolm D., 2017. "Levelized cost of electricity for solar photovoltaic and electrical energy storage," Applied Energy, Elsevier, vol. 190(C), pages 191-203.
    5. Bahrami, Arian & Okoye, Chiemeka Onyeka & Atikol, Ugur, 2016. "The effect of latitude on the performance of different solar trackers in Europe and Africa," Applied Energy, Elsevier, vol. 177(C), pages 896-906.
    6. Seme, Sebastijan & Srpčič, Gregor & Kavšek, Domen & Božičnik, Stane & Letnik, Tomislav & Praunseis, Zdravko & Štumberger, Bojan & Hadžiselimović, Miralem, 2017. "Dual-axis photovoltaic tracking system – Design and experimental investigation," Energy, Elsevier, vol. 139(C), pages 1267-1274.
    7. Sidek, M.H.M. & Azis, N. & Hasan, W.Z.W. & Ab Kadir, M.Z.A. & Shafie, S. & Radzi, M.A.M., 2017. "Automated positioning dual-axis solar tracking system with precision elevation and azimuth angle control," Energy, Elsevier, vol. 124(C), pages 160-170.
    8. Al-Mohamad, Ali, 2004. "Efficiency improvements of photo-voltaic panels using a Sun-tracking system," Applied Energy, Elsevier, vol. 79(3), pages 345-354, November.
    9. Eldin, S.A. Sharaf & Abd-Elhady, M.S. & Kandil, H.A., 2016. "Feasibility of solar tracking systems for PV panels in hot and cold regions," Renewable Energy, Elsevier, vol. 85(C), pages 228-233.
    10. Elsa Couderc, 2018. "From both sides," Nature Energy, Nature, vol. 3(4), pages 249-249, April.
    11. Bahrami, Arian & Okoye, Chiemeka Onyeka & Atikol, Ugur, 2017. "Technical and economic assessment of fixed, single and dual-axis tracking PV panels in low latitude countries," Renewable Energy, Elsevier, vol. 113(C), pages 563-579.
    12. Hoffmann, Fábio Moacir & Molz, Rolf Fredi & Kothe, João Victor & Nara, Elpidio Oscar Benitez & Tedesco, Leonel Pablo Carvalho, 2018. "Monthly profile analysis based on a two-axis solar tracker proposal for photovoltaic panels," Renewable Energy, Elsevier, vol. 115(C), pages 750-759.
    13. Okoye, Chiemeka Onyeka & Bahrami, Arian & Atikol, Ugur, 2018. "Evaluating the solar resource potential on different tracking surfaces in Nigeria," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 1569-1581.
    14. Li, Zhimin & Liu, Xinyue & Tang, Runsheng, 2010. "Optical performance of inclined south-north single-axis tracked solar panels," Energy, Elsevier, vol. 35(6), pages 2511-2516.
    15. Luo, Xing & Wang, Jihong & Dooner, Mark & Clarke, Jonathan, 2015. "Overview of current development in electrical energy storage technologies and the application potential in power system operation," Applied Energy, Elsevier, vol. 137(C), pages 511-536.
    16. Ming, Bo & Liu, Pan & Guo, Shenglian & Zhang, Xiaoqi & Feng, Maoyuan & Wang, Xianxun, 2017. "Optimizing utility-scale photovoltaic power generation for integration into a hydropower reservoir by incorporating long- and short-term operational decisions," Applied Energy, Elsevier, vol. 204(C), pages 432-445.
    17. Obara, Shin’ya & Konno, Daisuke & Utsugi, Yuta & Morel, Jorge, 2014. "Analysis of output power and capacity reduction in electrical storage facilities by peak shift control of PV system with bifacial modules," Applied Energy, Elsevier, vol. 128(C), pages 35-48.
    18. Guerrero-Lemus, R. & Vega, R. & Kim, Taehyeon & Kimm, Amy & Shephard, L.E., 2016. "Bifacial solar photovoltaics – A technology review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1533-1549.
    19. Ding, Ming & Xu, Zhicheng & Wang, Weisheng & Wang, Xiuli & Song, Yunting & Chen, Dezhi, 2016. "A review on China׳s large-scale PV integration: Progress, challenges and recommendations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 639-652.
    20. Mondol, Jayanta Deb & Yohanis, Yigzaw G. & Norton, Brian, 2007. "The impact of array inclination and orientation on the performance of a grid-connected photovoltaic system," Renewable Energy, Elsevier, vol. 32(1), pages 118-140.
    21. Hammad, Bashar & Al-Sardeah, Ali & Al-Abed, Mohammad & Nijmeh, Salem & Al-Ghandoor, Ahmed, 2017. "Performance and economic comparison of fixed and tracking photovoltaic systems in Jordan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 827-839.
    22. de Oliveira e Silva, Guilherme & Hendrick, Patrick, 2016. "Lead–acid batteries coupled with photovoltaics for increased electricity self-sufficiency in households," Applied Energy, Elsevier, vol. 178(C), pages 856-867.
    23. Adinoyi, Muhammed J. & Said, Syed A.M., 2013. "Effect of dust accumulation on the power outputs of solar photovoltaic modules," Renewable Energy, Elsevier, vol. 60(C), pages 633-636.
    24. Li, Zhimin & Liu, Xinyue & Tang, Runsheng, 2011. "Optical performance of vertical single-axis tracked solar panels," Renewable Energy, Elsevier, vol. 36(1), pages 64-68.
    25. Şenpinar, Ahmet & Cebeci, Mehmet, 2012. "Evaluation of power output for fixed and two-axis tracking PVarrays," Applied Energy, Elsevier, vol. 92(C), pages 677-685.
    26. Wang, Xianxun & Mei, Yadong & Kong, Yanjun & Lin, Yuru & Wang, Hao, 2017. "Improved multi-objective model and analysis of the coordinated operation of a hydro-wind-photovoltaic system," Energy, Elsevier, vol. 134(C), pages 813-839.
    27. R. Kopecek & J. Libal, 2018. "Towards large-scale deployment of bifacial photovoltaics," Nature Energy, Nature, vol. 3(6), pages 443-446, June.
    28. Bertsch, Valentin & Geldermann, Jutta & Lühn, Tobias, 2017. "What drives the profitability of household PV investments, self-consumption and self-sufficiency?," Applied Energy, Elsevier, vol. 204(C), pages 1-15.
    29. Nsengiyumva, Walter & Chen, Shi Guo & Hu, Lihua & Chen, Xueyong, 2018. "Recent advancements and challenges in Solar Tracking Systems (STS): A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 250-279.
    30. Fossati, Juan P. & Galarza, Ainhoa & Martín-Villate, Ander & Fontán, Luis, 2015. "A method for optimal sizing energy storage systems for microgrids," Renewable Energy, Elsevier, vol. 77(C), pages 539-549.
    31. Vieira, R.G. & Guerra, F.K.O.M.V. & Vale, M.R.B.G. & Araújo, M.M., 2016. "Comparative performance analysis between static solar panels and single-axis tracking system on a hot climate region near to the equator," Renewable and Sustainable Energy Reviews, Elsevier, vol. 64(C), pages 672-681.
    32. Guo, Siyu & Walsh, Timothy Michael & Peters, Marius, 2013. "Vertically mounted bifacial photovoltaic modules: A global analysis," Energy, Elsevier, vol. 61(C), pages 447-454.
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    3. Chao Ma & Sen Dong & Jijian Lian & Xiulan Pang, 2019. "Multi-Objective Sizing of Hybrid Energy Storage System for Large-Scale Photovoltaic Power Generation System," Sustainability, MDPI, vol. 11(19), pages 1-15, October.
    4. Ming, Bo & Liu, Pan & Guo, Shenglian & Cheng, Lei & Zhang, Jingwen, 2019. "Hydropower reservoir reoperation to adapt to large-scale photovoltaic power generation," Energy, Elsevier, vol. 179(C), pages 268-279.
    5. Barbón, A. & Carreira-Fontao, V. & Bayón, L. & Silva, C.A., 2023. "Optimal design and cost analysis of single-axis tracking photovoltaic power plants," Renewable Energy, Elsevier, vol. 211(C), pages 626-646.
    6. Zhu, Yongqiang & Liu, Jiahao & Yang, Xiaohua, 2020. "Design and performance analysis of a solar tracking system with a novel single-axis tracking structure to maximize energy collection," Applied Energy, Elsevier, vol. 264(C).
    7. Li, Yan & Ming, Bo & Huang, Qiang & Wang, Yimin & Liu, Pan & Guo, Pengcheng, 2022. "Identifying effective operating rules for large hydro–solar–wind hybrid systems based on an implicit stochastic optimization framework," Energy, Elsevier, vol. 245(C).

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