Condition Assessment and Analysis of Bearing of Doubly Fed Wind Turbines Using Machine Learning Technique
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- Jamshid Ali Turi & Joanna Rosak-Szyrocka & Maryam Mansoor & Hira Asif & Ahad Nazir & Daniel Balsalobre-Lorente, 2022. "Assessing Wind Energy Projects Potential in Pakistan: Challenges and Way Forward," Energies, MDPI, vol. 15(23), pages 1-21, November.
- Islam, Md. Monirul & Sohag, Kazi & Alam, Md. Mahmudul, 2022.
"Mineral import demand and clean energy transitions in the top mineral-importing countries,"
Resources Policy, Elsevier, vol. 78(C).
- Islam, Monirul & Sohag, Kazi & Alam, Md. Mahmudul, 2022. "Mineral Import Demand and Clean Energy Transitions in the Top Mineral Importing Countries," OSF Preprints kbj69, Center for Open Science.
- Yao Li & Caichao Zhu & Xu Chen & Jianjun Tan, 2020. "Fatigue Reliability Analysis of Wind Turbine Drivetrain Considering Strength Degradation and Load Sharing Using Survival Signature and FTA," Energies, MDPI, vol. 13(8), pages 1-21, April.
- Yasir Ahmed Solangi & Qingmei Tan & Muhammad Waris Ali Khan & Nayyar Hussain Mirjat & Ifzal Ahmed, 2018. "The Selection of Wind Power Project Location in the Southeastern Corridor of Pakistan: A Factor Analysis, AHP, and Fuzzy-TOPSIS Application," Energies, MDPI, vol. 11(8), pages 1-26, July.
- Dongmei Zhang & Jun Yuan & Jiang Zhu & Qingchang Ji & Xintong Zhang & Hao Liu, 2020. "Fault Diagnosis Strategy for Wind Turbine Generator Based on the Gaussian Process Metamodel," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-10, January.
- Rafiq Asghar & Zahid Ullah & Babar Azeem & Sheraz Aslam & Muhammad Harris Hashmi & Ehtsham Rasool & Bilawal Shaker & Muhammad Junaid Anwar & Kainat Mustafa, 2022. "Wind Energy Potential in Pakistan: A Feasibility Study in Sindh Province," Energies, MDPI, vol. 15(22), pages 1-23, November.
- Peng Qian & Xiandong Ma & Dahai Zhang, 2017. "Estimating Health Condition of the Wind Turbine Drivetrain System," Energies, MDPI, vol. 10(10), pages 1-19, October.
- Han, Woobeom & Kim, Jonghwa & Kim, Bumsuk, 2018. "Effects of contamination and erosion at the leading edge of blade tip airfoils on the annual energy production of wind turbines," Renewable Energy, Elsevier, vol. 115(C), pages 817-823.
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- Davide Astolfi & Silvia Iuliano & Antony Vasile & Marco Pasetti & Salvatore Dello Iacono & Alfredo Vaccaro, 2024. "Wind Turbine Static Errors Related to Yaw, Pitch or Anemometer Apparatus: Guidelines for the Diagnosis and Related Performance Assessment," Energies, MDPI, vol. 17(24), pages 1-34, December.
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Keywords
bearings; condition monitoring; DFIG; K means; SCADA data; wind turbine;All these keywords.
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