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Wavelet spectral analysis of the temperature and wind speed data at Adrar, Algeria

Author

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  • Chellali, F.
  • Khellaf, A.
  • Belouchrani, A.

Abstract

Spectra of many meteorological data such as wind speed and temperature are time variable. Thus a Fourier analysis is not sufficient. In the present work, the wavelet transform is applied as a time-frequency analysis to the meteorological data for the region of Adrar (27.9°N, 0.3°W, 263m), Algeria. This analysis is carried out in order to investigate the power spectra behaviors of both temperature and wind speed and their variations with time.

Suggested Citation

  • Chellali, F. & Khellaf, A. & Belouchrani, A., 2010. "Wavelet spectral analysis of the temperature and wind speed data at Adrar, Algeria," Renewable Energy, Elsevier, vol. 35(6), pages 1214-1219.
    • Handle: RePEc:eee:renene:v:35:y:2010:i:6:p:1214-1219
    DOI: 10.1016/j.renene.2009.10.010
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    Citations

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    Cited by:

    1. Janajreh, Isam & Su, Liu & Alan, Fathi, 2013. "Wind energy assessment: Masdar City case study," Renewable Energy, Elsevier, vol. 52(C), pages 8-15.
    2. Chang, Tian-Pau & Liu, Feng-Jiao & Ko, Hong-Hsi & Huang, Ming-Chao, 2017. "Oscillation characteristic study of wind speed, global solar radiation and air temperature using wavelet analysis," Applied Energy, Elsevier, vol. 190(C), pages 650-657.
    3. Aliashim Albani & Mohd Zamri Ibrahim & Kim Hwang Yong, 2018. "Influence of the ENSO and Monsoonal Season on Long-Term Wind Energy Potential in Malaysia," Energies, MDPI, vol. 11(11), pages 1-18, November.
    4. Chellali, Farouk & Khellaf, Adballah & Belouchrani, Adel & Recioui, Abdelmadjid, 2011. "A contribution in the actualization of wind map of Algeria," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(2), pages 993-1002, February.
    5. Hussain, Sajid & AlAlili, Ali, 2017. "A hybrid solar radiation modeling approach using wavelet multiresolution analysis and artificial neural networks," Applied Energy, Elsevier, vol. 208(C), pages 540-550.
    6. Xinxin He & Jungang Luo & Ganggang Zuo & Jiancang Xie, 2019. "Daily Runoff Forecasting Using a Hybrid Model Based on Variational Mode Decomposition and Deep Neural Networks," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(4), pages 1571-1590, March.
    7. Diaf, S. & Notton, G., 2013. "Technical and economic analysis of large-scale wind energy conversion systems in Algeria," Renewable and Sustainable Energy Reviews, Elsevier, vol. 19(C), pages 37-51.
    8. Wen, Yi & Kamranzad, Bahareh & Lin, Pengzhi, 2021. "Assessment of long-term offshore wind energy potential in the south and southeast coasts of China based on a 55-year dataset," Energy, Elsevier, vol. 224(C).
    9. Boudries, R. & Dizene, R., 2011. "Prospects of solar hydrogen production in the Adrar region," Renewable Energy, Elsevier, vol. 36(11), pages 2872-2877.

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