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Analysis of Effects of Solar Irradiance, Cell Temperature and Wind Speed on Photovoltaic Systems Performance

Author

Listed:
  • Adnan Al-Bashir

    (Industrial Engineeing, Abu Dhabi University, Abu Dhabi UAE,)

  • Mohamed Al-Dweri

    (Department of Mechanical Engineering, the Hashemite University, Zarqa, Jordan,)

  • Ahmad Al-Ghandoor

    (Industrial Engineeing, Abu Dhabi University, Abu Dhabi UAE,)

  • Bashar Hammad

    (Department of Mechatronics Engineering, German-Jordanian University, Amman, Jordan.)

  • Wael Al-Kouz

    (Department of Mechatronics Engineering, German-Jordanian University, Amman, Jordan.)

Abstract

This paper proposes an analytical model to investigate the effects of solar irradiance, cell temperature and wind speed on performance of a photovoltaic system built at the Hashemite University, Jordan. The system is off grid connected with the azimuth and tilt angles are being changed periodically and manually. The model has been developed employing Multivariate Linear Regression to estimate generated power based on experimental data. The methodology of building the model is demonstrated and validated for its accuracy using analysis of variance. The model indicated that a linear relationship among predicting parameters and generated power is valid agreeing with many other reported studies. In addition, the model emphasizes the independency of these predicted parameters; the model indicates that there is no correlation between the predictors themselves. The effect of each predicted parameter also found in agreement with the well-known relationship between each parameter and predicted power through algebraic signs. It is found that the model predicts generated power with R2 values of 96.5% with the solar irradiance being the most effective parameter. Due to the low wind speed for the geographical location where the experiment carried out, its effect according to the model is not significant.

Suggested Citation

  • Adnan Al-Bashir & Mohamed Al-Dweri & Ahmad Al-Ghandoor & Bashar Hammad & Wael Al-Kouz, 2020. "Analysis of Effects of Solar Irradiance, Cell Temperature and Wind Speed on Photovoltaic Systems Performance," International Journal of Energy Economics and Policy, Econjournals, vol. 10(1), pages 353-359.
    • Handle: RePEc:eco:journ2:2020-01-47
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    Citations

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    Cited by:

    1. Ren, Xiaojun & Wu, Yongtang & Hao, Dongmin & Liu, Guoxu & Zafetti, Nicholas, 2021. "Analysis of the performance of the multi-objective hybrid hydropower-photovoltaic-wind system to reduce variance and maximum power generation by developed owl search algorithm," Energy, Elsevier, vol. 231(C).
    2. Alberto Boretti & Jamal Nayfeh & Wael Al-Kouz, 2020. "Validation of SAM Modeling of Concentrated Solar Power Plants," Energies, MDPI, vol. 13(8), pages 1-25, April.
    3. Tuhibur Rahman & Ahmed Al Mansur & Molla Shahadat Hossain Lipu & Md. Siddikur Rahman & Ratil H. Ashique & Mohamad Abou Houran & Rajvikram Madurai Elavarasan & Eklas Hossain, 2023. "Investigation of Degradation of Solar Photovoltaics: A Review of Aging Factors, Impacts, and Future Directions toward Sustainable Energy Management," Energies, MDPI, vol. 16(9), pages 1-30, April.
    4. Adnan Aslam & Naseer Ahmed & Safian Ahmed Qureshi & Mohsen Assadi & Naveed Ahmed, 2022. "Advances in Solar PV Systems; A Comprehensive Review of PV Performance, Influencing Factors, and Mitigation Techniques," Energies, MDPI, vol. 15(20), pages 1-52, October.
    5. Muhannad Haj Hussein & Sameh Monna & Ramez Abdallah & Adel Juaidi & Aiman Albatayneh, 2022. "Improving the Thermal Performance of Building Envelopes: An Approach to Enhancing the Building Energy Efficiency Code," Sustainability, MDPI, vol. 14(23), pages 1-19, December.
    6. Saeed Iqbal & Shahid Nawaz Khan & Muhammad Sajid & Jawad Khan & Yasar Ayaz & Adeel Waqas, 2023. "Impact and performance efficiency analysis of grid-tied solar photovoltaic system based on installation site environmental factors," Energy & Environment, , vol. 34(7), pages 2343-2363, November.
    7. Sameer Al-Dahidi & Salah Al-Nazer & Osama Ayadi & Shuruq Shawish & Nahed Omran, 2020. "Analysis of the Effects of Cell Temperature on the Predictability of the Solar Photovoltaic Power Production," International Journal of Energy Economics and Policy, Econjournals, vol. 10(5), pages 208-219.

    More about this item

    Keywords

    Photovoltaic Systems; Irradiance; Cell Temperature; Wind Speed; Multivariate Linear Regression; Modeling; Simulation;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • C3 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables
    • C6 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights

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