IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v16y2023i9p3715-d1133510.html
   My bibliography  Save this article

Impact of the Air Filtration in the Nacelle on the Wind Turbine Performance

Author

Listed:
  • Mohammad Shalby

    (Department of Mechanical Engineering, Faculty of Engineering, Al-Hussein Bin Talal University, Ma’an 71111, Jordan)

  • Mohamed R. Gomaa

    (Department of Mechanical Engineering, Faculty of Engineering, Al-Hussein Bin Talal University, Ma’an 71111, Jordan
    Department of Mechanical Engineering, Benha Faculty of Engineering, Benha University, Benha 13511, Egypt)

  • Ahmad Salah

    (Department of Electrical Engineering, Faculty of Engineering, Al-Hussein Bin Talal University, Ma’an 71111, Jordan)

  • Abdullah Marashli

    (Department of Mechanical Engineering, Faculty of Engineering, Al-Hussein Bin Talal University, Ma’an 71111, Jordan)

  • Talal Yusaf

    (School of Engineering and Technology, Central Queensland University, Brisbane, QLD 4008, Australia)

  • Mohamd Laimon

    (Department of Mechanical Engineering, Faculty of Engineering, Al-Hussein Bin Talal University, Ma’an 71111, Jordan)

Abstract

Wind turbine farms require efficient operation and maintenance strategies to ensure long-term profitability and cost-effectiveness. However, temperatures and dust accumulation can significantly affect turbine performance and increase maintenance costs. This study investigates the impact of air filter clogging on wind turbine nacelle temperature and performance by collecting data from the Supervisory Control and Data Acquisition (SCADA) system of wind farms in southern Jordan, including temperature, wind speed, and power generation. The findings demonstrate that uncleaned air filters can lead to inefficient heat dissipation, higher nacelle temperatures, and reduced power production. Turbines with uncleaned filters experienced an average nacelle temperature increase of 15.44 °C compared to 13.30 °C for turbines with clean filters, resulting in a difference in the power production of 66.54 kW.

Suggested Citation

  • Mohammad Shalby & Mohamed R. Gomaa & Ahmad Salah & Abdullah Marashli & Talal Yusaf & Mohamd Laimon, 2023. "Impact of the Air Filtration in the Nacelle on the Wind Turbine Performance," Energies, MDPI, vol. 16(9), pages 1-12, April.
    • Handle: RePEc:gam:jeners:v:16:y:2023:i:9:p:3715-:d:1133510
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/16/9/3715/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1996-1073/16/9/3715/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. George Xydis & George Pechlivanoglou & Navid Christian Nayeri, 2015. "Wind Turbine Waste Heat Recovery—A Short-Term Heat Loss Forecasting Approach," Challenges, MDPI, vol. 6(2), pages 1-14, July.
    2. Zahid Ullah & Arshad & Hany Hassanin & James Cugley & Mohammed Al Alawi, 2022. "Planning, Operation, and Design of Market-Based Virtual Power Plant Considering Uncertainty," Energies, MDPI, vol. 15(19), pages 1-16, October.
    3. Zahid Ullah & Arshad & Hany Hassanin, 2022. "Modeling, Optimization, and Analysis of a Virtual Power Plant Demand Response Mechanism for the Internal Electricity Market Considering the Uncertainty of Renewable Energy Sources," Energies, MDPI, vol. 15(14), pages 1-16, July.
    4. Mohamed R. Gomaa & Hegazy Rezk & Ramadan J. Mustafa & Mujahed Al-Dhaifallah, 2019. "Evaluating the Environmental Impacts and Energy Performance of a Wind Farm System Utilizing the Life-Cycle Assessment Method: A Practical Case Study," Energies, MDPI, vol. 12(17), pages 1-25, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Zahid Ullah & Arshad & Jawad Ahmad, 2022. "The Development of a Cross-Border Energy Trade Cooperation Model of Interconnected Virtual Power Plants Using Bilateral Contracts," Energies, MDPI, vol. 15(21), pages 1-16, November.
    2. Łukasz Mazur & Sławomir Cieślik & Stanislaw Czapp, 2023. "Trends in Locally Balanced Energy Systems without the Use of Fossil Fuels: A Review," Energies, MDPI, vol. 16(12), pages 1-31, June.
    3. Ali Ahmadian & Kumaraswamy Ponnambalam & Ali Almansoori & Ali Elkamel, 2023. "Optimal Management of a Virtual Power Plant Consisting of Renewable Energy Resources and Electric Vehicles Using Mixed-Integer Linear Programming and Deep Learning," Energies, MDPI, vol. 16(2), pages 1-17, January.
    4. Shalini Verma & Akshoy Ranjan Paul & Nawshad Haque, 2022. "Selected Environmental Impact Indicators Assessment of Wind Energy in India Using a Life Cycle Assessment," Energies, MDPI, vol. 15(11), pages 1-16, May.
    5. Gemina Quest & Rosalie Arendt & Christian Klemm & Vanessa Bach & Janik Budde & Peter Vennemann & Matthias Finkbeiner, 2022. "Integrated Life Cycle Assessment (LCA) of Power and Heat Supply for a Neighborhood: A Case Study of Herne, Germany," Energies, MDPI, vol. 15(16), pages 1-21, August.
    6. Li, Jinying & Li, Sisi & Wu, Fan, 2020. "Research on carbon emission reduction benefit of wind power project based on life cycle assessment theory," Renewable Energy, Elsevier, vol. 155(C), pages 456-468.
    7. Angel L. Cedeño & Reinier López Ahuar & José Rojas & Gonzalo Carvajal & César Silva & Juan C. Agüero, 2022. "Model Predictive Control for Photovoltaic Plants with Non-Ideal Energy Storage Using Mixed Integer Linear Programming," Energies, MDPI, vol. 15(17), pages 1-21, September.
    8. Bartłomiej Mroczek & Paweł Pijarski, 2022. "Machine Learning in Operating of Low Voltage Future Grid," Energies, MDPI, vol. 15(15), pages 1-30, July.
    9. A. G. Olabi & Khaled Obaideen & Mohammad Ali Abdelkareem & Maryam Nooman AlMallahi & Nabila Shehata & Abdul Hai Alami & Ayman Mdallal & Asma Ali Murah Hassan & Enas Taha Sayed, 2023. "Wind Energy Contribution to the Sustainable Development Goals: Case Study on London Array," Sustainability, MDPI, vol. 15(5), pages 1-22, March.
    10. Xinlei Cai & Naixiao Wang & Qinqin Cai & Hengzhen Wang & Zhangying Cheng & Zhijun Wang & Tingxiang Zhang & Ying Xu, 2023. "Day-Ahead Dynamic Assessment of Consumption Service Reserve Based on Morphological Filter," Energies, MDPI, vol. 16(16), pages 1-11, August.
    11. Ali M. Hakami & Kazi N. Hasan & Mohammed Alzubaidi & Manoj Datta, 2022. "A Review of Uncertainty Modelling Techniques for Probabilistic Stability Analysis of Renewable-Rich Power Systems," Energies, MDPI, vol. 16(1), pages 1-26, December.
    12. Cyril Anak John & Lian See Tan & Jully Tan & Peck Loo Kiew & Azmi Mohd Shariff & Hairul Nazirah Abdul Halim, 2021. "Selection of Renewable Energy in Rural Area Via Life Cycle Assessment-Analytical Hierarchy Process (LCA-AHP): A Case Study of Tatau, Sarawak," Sustainability, MDPI, vol. 13(21), pages 1-18, October.
    13. Louise Christine Dammeier & Joyce H. C. Bosmans & Mark A. J. Huijbregts, 2023. "Variability in greenhouse gas footprints of the global wind farm fleet," Journal of Industrial Ecology, Yale University, vol. 27(1), pages 272-282, February.
    14. Gomaa, Mohamed R. & Al-Dmour, Nesrien & AL-Rawashdeh, Hani A. & Shalby, Mohammad, 2020. "Theoretical model of a fluidized bed solar reactor design with the aid of MCRT method and synthesis gas production," Renewable Energy, Elsevier, vol. 148(C), pages 91-102.
    15. Mostafa Darvishi & Mehrdad Tahmasebi & Ehsan Shokouhmand & Jagadeesh Pasupuleti & Pitshou Bokoro & Jwan Satei Raafat, 2023. "Optimal Operation of Sustainable Virtual Power Plant Considering the Amount of Emission in the Presence of Renewable Energy Sources and Demand Response," Sustainability, MDPI, vol. 15(14), pages 1-25, July.
    16. Zhou, Jincheng & Hai, Tao & Ali, Masood Ashraf & Shamseldin, Mohamed A. & Almojil, Sattam Fahad & Almohana, Abdulaziz Ibrahim & Alali, Abdulrhman Fahmi, 2023. "Waste heat recovery of a wind turbine for poly-generation purpose: Feasibility analysis, environmental impact assessment, and parametric optimization," Energy, Elsevier, vol. 263(PD).
    17. Mahmoud G. Hemeida & Ashraf M. Hemeida & Tomonobu Senjyu & Dina Osheba, 2022. "Renewable Energy Resources Technologies and Life Cycle Assessment: Review," Energies, MDPI, vol. 15(24), pages 1-36, December.
    18. Hani Al-Rawashdeh & Omar Ali Al-Khashman & Jehad T. Al Bdour & Mohamed R. Gomaa & Hegazy Rezk & Abdullah Marashli & Laith M. Arrfou & Mohamed Louzazni, 2023. "Performance Analysis of a Hybrid Renewable-Energy System for Green Buildings to Improve Efficiency and Reduce GHG Emissions with Multiple Scenarios," Sustainability, MDPI, vol. 15(9), pages 1-32, May.
    19. George Xydis & Evanthia Nanaki, 2015. "Wind Energy Based Electric Vehicle Charging Stations Sitting. A GIS/Wind Resource Assessment Approach," Challenges, MDPI, vol. 6(2), pages 1-13, November.
    20. Anatoliy Swishchuk, 2023. "Overview of Some Recent Results of Energy Market Modeling and Clean Energy Vision in Canada," Risks, MDPI, vol. 11(8), pages 1-30, August.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:16:y:2023:i:9:p:3715-:d:1133510. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.