High Power Laser and Particle Beams, Volume. 36, Issue 8, 085001(2024)

EMD-FFT-SARIMA photovoltaic power generation prediction model using fast fourier transform optimization cycle parameters

Chuanyu Xiong1... Xiaohong Liao1, Shiying He2,*, Ran Chen1, Wei Wang1, Nan Zang2,3, Ying Wang2,4, and Menghan Xiao56 |Show fewer author(s)
Author Affiliations
  • 1Economic and Technological Research Institute, State Grid Hubei Electric Power Co., Ltd. Wuhan 430000, China
  • 2Institute of Plasma Physics, Chinese Academy of Sciences, Hefei 230031, China
  • 3School of Mechanical and Electrical Engineering, Anhui Jianzhu University, Hefei 230601, China
  • 4Institutes of Physical Science and Information Technology, Anhui University, Hefei 230601, China
  • 5School of Electrical Engineering and Electronics, Huazhong University of Science and Technology, Wuhan 430074, China
  • 6Electric Power Research Institute, State Grid Hubei Electric Power Co., Ltd. Wuhan 430000, China
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    References(14)

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    [11] Li Hongyu, Peng Kang, Song Laixin. Load interval forecast based on EMD-BiLSTM-ANFIS[J]. Journal of Jilin University (Information Science Edition), 42, 176-185(2024).

    [12] Liang Jichong, Jin Tao, Niu Shu. Research on GIS mechanical defect diagnosis method based on EMD-FFT feature extraction[J]. Journal of Electric Power Science and Technology, 38, 216-223(2023).

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    [14] Zhang Xuning. Prediction of railway transportation volume of commodity vehicles based on EMD-SARIMA[J]. Logistics Technology, 41, 87-91(2022).

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    Chuanyu Xiong, Xiaohong Liao, Shiying He, Ran Chen, Wei Wang, Nan Zang, Ying Wang, Menghan Xiao. EMD-FFT-SARIMA photovoltaic power generation prediction model using fast fourier transform optimization cycle parameters[J]. High Power Laser and Particle Beams, 2024, 36(8): 085001

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    Paper Information

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    Received: Oct. 11, 2023

    Accepted: Mar. 11, 2024

    Published Online: Aug. 8, 2024

    The Author Email: He Shiying (shyinghe@ipp.ac.cn)

    DOI:10.11884/HPLPB202436.230349

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