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Technical challenges associated with the integration of wind power into power systems

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  1. Hughes, Larry, 2010. "Meeting residential space heating demand with wind-generated electricity," Renewable Energy, Elsevier, vol. 35(8), pages 1765-1772.
  2. EL-Shimy, M. & Mostafa, N. & Afandi, A.N. & Sharaf, A.M. & Attia, Mahmoud A., 2018. "Impact of load models on the static and dynamic performances of grid-connected wind power plants: A comparative analysis," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 149(C), pages 91-108.
  3. Zhang, Chi & Wei, Haikun & Zhao, Junsheng & Liu, Tianhong & Zhu, Tingting & Zhang, Kanjian, 2016. "Short-term wind speed forecasting using empirical mode decomposition and feature selection," Renewable Energy, Elsevier, vol. 96(PA), pages 727-737.
  4. Karl Stein & Moe Tun & Marc Matsuura & Richard Rocheleau, 2018. "Characterization of a Fast Battery Energy Storage System for Primary Frequency Response," Energies, MDPI, vol. 11(12), pages 1-12, December.
  5. Wang, Jianzhou & Song, Yiliao & Liu, Feng & Hou, Ru, 2016. "Analysis and application of forecasting models in wind power integration: A review of multi-step-ahead wind speed forecasting models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 960-981.
  6. Bell, William Paul & Zheng, Xuemei, 2018. "Inclusive growth and climate change adaptation and mitigation in Australia and China : Removing barriers to solving wicked problems," MPRA Paper 84509, University Library of Munich, Germany.
  7. Weitemeyer, Stefan & Kleinhans, David & Vogt, Thomas & Agert, Carsten, 2015. "Integration of Renewable Energy Sources in future power systems: The role of storage," Renewable Energy, Elsevier, vol. 75(C), pages 14-20.
  8. Lahouar, A. & Ben Hadj Slama, J., 2017. "Hour-ahead wind power forecast based on random forests," Renewable Energy, Elsevier, vol. 109(C), pages 529-541.
  9. Lu, Peng & Ye, Lin & Zhao, Yongning & Dai, Binhua & Pei, Ming & Tang, Yong, 2021. "Review of meta-heuristic algorithms for wind power prediction: Methodologies, applications and challenges," Applied Energy, Elsevier, vol. 301(C).
  10. Md. Ahasan Habib & M. J. Hossain, 2024. "Revolutionizing Wind Power Prediction—The Future of Energy Forecasting with Advanced Deep Learning and Strategic Feature Engineering," Energies, MDPI, vol. 17(5), pages 1-23, March.
  11. Jin, Huaiping & Shi, Lixian & Chen, Xiangguang & Qian, Bin & Yang, Biao & Jin, Huaikang, 2021. "Probabilistic wind power forecasting using selective ensemble of finite mixture Gaussian process regression models," Renewable Energy, Elsevier, vol. 174(C), pages 1-18.
  12. Jose Roberto Razo-Hernandez & Ismael Urbina-Salas & Guillermo Tapia-Tinoco & Juan Pablo Amezquita-Sanchez & Martin Valtierra-Rodriguez & David Granados-Lieberman, 2020. "Improved Performance of M-Class PMUs Based on a Magnitude Compensation Model for Wide Frequency Deviations," Mathematics, MDPI, vol. 8(8), pages 1-21, August.
  13. Da Liu & Shou-Kai Wang & Jin-Chen Liu & Han Huang & Xing-Ping Zhang & Yi Feng & Wei-Jun Wang, 2017. "Optimum Subsidy to Promote Electric Boiler Investment to Accommodate Wind Power," Sustainability, MDPI, vol. 9(6), pages 1-11, May.
  14. Díaz-González, Francisco & Sumper, Andreas & Gomis-Bellmunt, Oriol & Villafáfila-Robles, Roberto, 2012. "A review of energy storage technologies for wind power applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(4), pages 2154-2171.
  15. Li, Xue & Li, Wenming & Zhang, Rufeng & Jiang, Tao & Chen, Houhe & Li, Guoqing, 2020. "Collaborative scheduling and flexibility assessment of integrated electricity and district heating systems utilizing thermal inertia of district heating network and aggregated buildings," Applied Energy, Elsevier, vol. 258(C).
  16. Karl Stein & Moe Tun & Keith Musser & Richard Rocheleau, 2018. "Evaluation of a 1 MW, 250 kW-hr Battery Energy Storage System for Grid Services for the Island of Hawaii," Energies, MDPI, vol. 11(12), pages 1-17, December.
  17. Hasan Huseyin Coban & Wojciech Lewicki & Radosław Miśkiewicz & Wojciech Drożdż, 2022. "The Economic Dimension of Using the Integration of Highway Sound Screens with Solar Panels in the Process of Generating Green Energy," Energies, MDPI, vol. 16(1), pages 1-20, December.
  18. Liang, Zhengtang & Liang, Jun & Zhang, Li & Wang, Chengfu & Yun, Zhihao & Zhang, Xu, 2015. "Analysis of multi-scale chaotic characteristics of wind power based on Hilbert–Huang transform and Hurst analysis," Applied Energy, Elsevier, vol. 159(C), pages 51-61.
  19. Rabiee, Abdorreza & Khorramdel, Hossein & Aghaei, Jamshid, 2013. "A review of energy storage systems in microgrids with wind turbines," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 316-326.
  20. William Paul Bell & John Foster, 2017. "Using solar PV feed-in tariff policy history to inform a sustainable flexible pricing regime to enhance the diffusion of energy storage and electric vehicles," Journal of Bioeconomics, Springer, vol. 19(1), pages 127-145, April.
  21. Lei, Hang & Zhou, Dai & Lu, Jiabao & Chen, Caiyong & Han, Zhaolong & Bao, Yan, 2017. "The impact of pitch motion of a platform on the aerodynamic performance of a floating vertical axis wind turbine," Energy, Elsevier, vol. 119(C), pages 369-383.
  22. Haque, Ashraf U. & Mandal, Paras & Kaye, Mary E. & Meng, Julian & Chang, Liuchen & Senjyu, Tomonobu, 2012. "A new strategy for predicting short-term wind speed using soft computing models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(7), pages 4563-4573.
  23. Lewis, Matt & McNaughton, James & Márquez-Dominguez, Concha & Todeschini, Grazia & Togneri, Michael & Masters, Ian & Allmark, Matthew & Stallard, Tim & Neill, Simon & Goward-Brown, Alice & Robins, Pet, 2019. "Power variability of tidal-stream energy and implications for electricity supply," Energy, Elsevier, vol. 183(C), pages 1061-1074.
  24. Yang, Mian & Patiño-Echeverri, Dalia & Yang, Fuxia, 2012. "Wind power generation in China: Understanding the mismatch between capacity and generation," Renewable Energy, Elsevier, vol. 41(C), pages 145-151.
  25. Han, Li & Romero, Carlos E. & Yao, Zheng, 2015. "Wind power forecasting based on principle component phase space reconstruction," Renewable Energy, Elsevier, vol. 81(C), pages 737-744.
  26. Xu Li & Yuping Lu & Tao Huang, 2020. "Impact of the DFIG-Based Wind Farm Connection on the Fault Component-Based Directional Relay and a Mitigation Countermeasure," Energies, MDPI, vol. 13(17), pages 1-27, August.
  27. Emmanuel Songsore & Michael Buzzelli & Jamie Baxter, 2018. "Understanding developer perspectives and experiences of wind energy development in Ontario," Environment and Planning C, , vol. 36(4), pages 649-668, June.
  28. Shakil Rehman Sheikh & Syed Hassan Raza Shah & Umar Rauf & Fawad Rauf & Zareena Kausar & Umair Aziz & Muhammad Faizan Shah & Haseeb Yaqoob & Muhammad Bilal Khan Niazi, 2021. "A Low-Cost Sustainable Energy Solution for Pristine Mountain Areas of Developing Countries," Energies, MDPI, vol. 14(11), pages 1-18, May.
  29. Furuoka, Fumitaka, 2017. "Renewable electricity consumption and economic development: New findings from the Baltic countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 450-463.
  30. Kluger, Jocelyn M. & Haji, Maha N. & Slocum, Alexander H., 2023. "The power balancing benefits of wave energy converters in offshore wind-wave farms with energy storage," Applied Energy, Elsevier, vol. 331(C).
  31. Jingpeng Yue & Zhijian Hu & Amjad Anvari-Moghaddam & Josep M. Guerrero, 2019. "A Multi-Market-Driven Approach to Energy Scheduling of Smart Microgrids in Distribution Networks," Sustainability, MDPI, vol. 11(2), pages 1-16, January.
  32. Ayman M. Mansour & Abdulaziz Almutairi & Saeed Alyami & Mohammad A. Obeidat & Dhafer Almkahles & Jagabar Sathik, 2021. "A Unique Unified Wind Speed Approach to Decision-Making for Dispersed Locations," Sustainability, MDPI, vol. 13(16), pages 1-17, August.
  33. McDonald, Paul, 2024. "Interrelationships of renewable energy zones in Queensland: localised effects on capacity value and congestion," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 818-833.
  34. Le, Ngoc Anh & Bhattacharyya, Subhes C., 2011. "Integration of wind power into the British system in 2020," Energy, Elsevier, vol. 36(10), pages 5975-5983.
  35. Battke, Benedikt & Schmidt, Tobias S. & Grosspietsch, David & Hoffmann, Volker H., 2013. "A review and probabilistic model of lifecycle costs of stationary batteries in multiple applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 240-250.
  36. Zhang, Buen & Jin, Yaqing & Cheng, Shyuan & Zheng, Yuan & Chamorro, Leonardo P., 2022. "On the dynamics of a model wind turbine under passive tower oscillations," Applied Energy, Elsevier, vol. 311(C).
  37. Karthik Tamvada & Rohit Babu, 2022. "Control of doubly fed induction generator for power quality improvement: an overview," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(6), pages 2809-2832, December.
  38. Zhao, Pan & Wang, Jiangfeng & Dai, Yiping, 2015. "Capacity allocation of a hybrid energy storage system for power system peak shaving at high wind power penetration level," Renewable Energy, Elsevier, vol. 75(C), pages 541-549.
  39. Höltinger, Stefan & Salak, Boris & Schauppenlehner, Thomas & Scherhaufer, Patrick & Schmidt, Johannes, 2016. "Austria's wind energy potential – A participatory modeling approach to assess socio-political and market acceptance," Energy Policy, Elsevier, vol. 98(C), pages 49-61.
  40. Talari, Saber & Shafie-khah, Miadreza & Osório, Gerardo J. & Aghaei, Jamshid & Catalão, João P.S., 2018. "Stochastic modelling of renewable energy sources from operators' point-of-view: A survey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 1953-1965.
  41. Gupta, Neeraj, 2016. "A review on the inclusion of wind generation in power system studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 530-543.
  42. Tarroja, Brian & Mueller, Fabian & Eichman, Joshua D. & Samuelsen, Scott, 2012. "Metrics for evaluating the impacts of intermittent renewable generation on utility load-balancing," Energy, Elsevier, vol. 42(1), pages 546-562.
  43. Tascikaraoglu, A. & Uzunoglu, M. & Vural, B. & Erdinc, O., 2011. "Power quality assessment of wind turbines and comparison with conventional legal regulations: A case study in Turkey," Applied Energy, Elsevier, vol. 88(5), pages 1864-1872, May.
  44. Beccali, M. & Brunone, S. & Finocchiaro, P. & Galletto, J.M., 2013. "Method for size optimisation of large wind–hydrogen systems with high penetration on power grids," Applied Energy, Elsevier, vol. 102(C), pages 534-544.
  45. Karim L. Anaya & Michael Pollitt, 2013. "Understanding best practice regarding interruptible connections for wind generation: lessons from national and international experience," Cambridge Working Papers in Economics 1316, Faculty of Economics, University of Cambridge.
  46. Farid, Amro M. & Jiang, Bo & Muzhikyan, Aramazd & Youcef-Toumi, Kamal, 2016. "The need for holistic enterprise control assessment methods for the future electricity grid," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 669-685.
  47. Luickx, Patrick J. & Delarue, Erik D. & D'haeseleer, William D., 2010. "Impact of large amounts of wind power on the operation of an electricity generation system: Belgian case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(7), pages 2019-2028, September.
  48. Fogelberg, Sara & Lazarczyk, Ewa, 2017. "Wind power volatility and its impact on production failures in the Nordic electricity market," Renewable Energy, Elsevier, vol. 105(C), pages 96-105.
  49. Mahto, Tarkeshwar & Mukherjee, V., 2015. "Energy storage systems for mitigating the variability of isolated hybrid power system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 1564-1577.
  50. Zafirakis, Dimitrios & Chalvatzis, Konstantinos J. & Baiocchi, Giovanni & Daskalakis, George, 2013. "Modeling of financial incentives for investments in energy storage systems that promote the large-scale integration of wind energy," Applied Energy, Elsevier, vol. 105(C), pages 138-154.
  51. Bell, William Paul & Wild, Phillip & Foster, John & Hewson, Michael, 2017. "Revitalising the wind power induced merit order effect to reduce wholesale and retail electricity prices in Australia," Energy Economics, Elsevier, vol. 67(C), pages 224-241.
  52. Robles, Eider & Haro-Larrode, Marta & Santos-Mugica, Maider & Etxegarai, Agurtzane & Tedeschi, Elisabetta, 2019. "Comparative analysis of European grid codes relevant to offshore renewable energy installations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 102(C), pages 171-185.
  53. Guillermo Martínez-Lucas & José Ignacio Sarasúa & José Ángel Sánchez-Fernández, 2018. "Frequency Regulation of a Hybrid Wind–Hydro Power Plant in an Isolated Power System," Energies, MDPI, vol. 11(1), pages 1-25, January.
  54. Sabarathinam Srinivasan & Suresh Kumarasamy & Zacharias E. Andreadakis & Pedro G. Lind, 2023. "Artificial Intelligence and Mathematical Models of Power Grids Driven by Renewable Energy Sources: A Survey," Energies, MDPI, vol. 16(14), pages 1-56, July.
  55. Rappaport, Ron D. & Miles, John, 2017. "Cloud energy storage for grid scale applications in the UK," Energy Policy, Elsevier, vol. 109(C), pages 609-622.
  56. de Groot, Mats & Crijns-Graus, Wina & Harmsen, Robert, 2017. "The effects of variable renewable electricity on energy efficiency and full load hours of fossil-fired power plants in the European Union," Energy, Elsevier, vol. 138(C), pages 575-589.
  57. Chinmoy, Lakshmi & Iniyan, S. & Goic, Ranko, 2019. "Modeling wind power investments, policies and social benefits for deregulated electricity market – A review," Applied Energy, Elsevier, vol. 242(C), pages 364-377.
  58. Calif, Rudy & Emilion, Richard & Soubdhan, Ted, 2011. "Classification of wind speed distributions using a mixture of Dirichlet distributions," Renewable Energy, Elsevier, vol. 36(11), pages 3091-3097.
  59. Ma, Ning & Lei, Hang & Han, Zhaolong & Zhou, Dai & Bao, Yan & Zhang, Kai & Zhou, Lei & Chen, Caiyong, 2018. "Airfoil optimization to improve power performance of a high-solidity vertical axis wind turbine at a moderate tip speed ratio," Energy, Elsevier, vol. 150(C), pages 236-252.
  60. Kar, Sanjay Kumar & Sharma, Atul, 2015. "Wind power developments in India," Renewable and Sustainable Energy Reviews, Elsevier, vol. 48(C), pages 264-275.
  61. Ukashatu Abubakar & Saad Mekhilef & Hazlie Mokhlis & Mehdi Seyedmahmoudian & Ben Horan & Alex Stojcevski & Hussain Bassi & Muhyaddin Jamal Hosin Rawa, 2018. "Transient Faults in Wind Energy Conversion Systems: Analysis, Modelling Methodologies and Remedies," Energies, MDPI, vol. 11(9), pages 1-33, August.
  62. Ioannis K. Bazionis & Markos A. Kousounadis-Knudsen & Theodoros Konstantinou & Pavlos S. Georgilakis, 2021. "A WT-LUBE-PSO-CWC Wind Power Probabilistic Forecasting Model for Prediction Interval Construction and Seasonality Analysis," Energies, MDPI, vol. 14(18), pages 1-23, September.
  63. Chiou-Jye Huang & Ping-Huan Kuo, 2018. "A Short-Term Wind Speed Forecasting Model by Using Artificial Neural Networks with Stochastic Optimization for Renewable Energy Systems," Energies, MDPI, vol. 11(10), pages 1-20, October.
  64. Qadrdan, Meysam & Chaudry, Modassar & Wu, Jianzhong & Jenkins, Nick & Ekanayake, Janaka, 2010. "Impact of a large penetration of wind generation on the GB gas network," Energy Policy, Elsevier, vol. 38(10), pages 5684-5695, October.
  65. Jannik Schütz Roungkvist & Peter Enevoldsen, 2020. "Timescale classification in wind forecasting: A review of the state‐of‐the‐art," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 39(5), pages 757-768, August.
  66. Taylor, David D.J. & Layurova, Mariya & Vogel, David S. & Slocum, Alexander H., 2019. "Black into green: A BIG opportunity for North Dakota’s oil and gas producers," Applied Energy, Elsevier, vol. 242(C), pages 1189-1197.
  67. Wagner, Johannes, 2016. "Grid Investment and Support Schemes for Renewable Electricity Generation," EWI Working Papers 2016-8, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI), revised 10 Aug 2017.
  68. Yang, Rui & Liu, Hui & Nikitas, Nikolaos & Duan, Zhu & Li, Yanfei & Li, Ye, 2022. "Short-term wind speed forecasting using deep reinforcement learning with improved multiple error correction approach," Energy, Elsevier, vol. 239(PB).
  69. Tu, Baofeng & Wang, Xiaojing & Ou, Dingrong & Qi, Huiying & Qiu, Peng & Zhang, Tonghuan & Han, Shuna & Cheng, Mojie & Su, Xin, 2024. "Investigation of limiting H2O/CO2 co-electrolysis to convert renewable electricity into chemical energy using solid oxide electrolysis cell," Renewable Energy, Elsevier, vol. 232(C).
  70. Zhao, Pan & Wang, Peizi & Xu, Wenpan & Zhang, Shiqiang & Wang, Jiangfeng & Dai, Yiping, 2021. "The survey of the combined heat and compressed air energy storage (CH-CAES) system with dual power levels turbomachinery configuration for wind power peak shaving based spectral analysis," Energy, Elsevier, vol. 215(PB).
  71. Qi, Huiying & Zhang, Junfeng & Tu, Baofeng & Yin, Yanxia & Zhang, Tonghuan & Liu, Di & Zhang, Fujun & Su, Xin & Cui, Daan & Cheng, Mojie, 2022. "Extreme management strategy and thermodynamic analysis of high temperature H2O/CO2 co-electrolysis for energy conversion," Renewable Energy, Elsevier, vol. 183(C), pages 229-241.
  72. Sousa, Jorge A.M. & Teixeira, Fábio & Faias, Sérgio, 2014. "Impact of a price-maker pumped storage hydro unit on the integration of wind energy in power systems," Energy, Elsevier, vol. 69(C), pages 3-11.
  73. Zhang, Jinhua & Meng, Hang & Gu, Bo & Li, Pin, 2020. "Research on short-term wind power combined forecasting and its Gaussian cloud uncertainty to support the integration of renewables and EVs," Renewable Energy, Elsevier, vol. 153(C), pages 884-899.
  74. Song, Jingjing & Wang, Jianzhou & Lu, Haiyan, 2018. "A novel combined model based on advanced optimization algorithm for short-term wind speed forecasting," Applied Energy, Elsevier, vol. 215(C), pages 643-658.
  75. Zhong, Jin & He, Lina & Li, Canbing & Cao, Yijia & Wang, Jianhui & Fang, Baling & Zeng, Long & Xiao, Guoxuan, 2014. "Coordinated control for large-scale EV charging facilities and energy storage devices participating in frequency regulation," Applied Energy, Elsevier, vol. 123(C), pages 253-262.
  76. Schallenberg-Rodríguez, Julieta & García Montesdeoca, Nuria, 2018. "Spatial planning to estimate the offshore wind energy potential in coastal regions and islands. Practical case: The Canary Islands," Energy, Elsevier, vol. 143(C), pages 91-103.
  77. Malhotra, Abhishek & Battke, Benedikt & Beuse, Martin & Stephan, Annegret & Schmidt, Tobias, 2016. "Use cases for stationary battery technologies: A review of the literature and existing projects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 705-721.
  78. Zountouridou, E.I. & Kiokes, G.C. & Chakalis, S. & Georgilakis, P.S. & Hatziargyriou, N.D., 2015. "Offshore floating wind parks in the deep waters of Mediterranean Sea," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 433-448.
  79. Devlin, Joseph & Li, Kang & Higgins, Paraic & Foley, Aoife, 2016. "The importance of gas infrastructure in power systems with high wind power penetrations," Applied Energy, Elsevier, vol. 167(C), pages 294-304.
  80. Wang, Sarah & Tarroja, Brian & Schell, Lori Smith & Shaffer, Brendan & Samuelsen, Scott, 2019. "Prioritizing among the end uses of excess renewable energy for cost-effective greenhouse gas emission reductions," Applied Energy, Elsevier, vol. 235(C), pages 284-298.
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  82. Zhao, Ning & You, Fengqi, 2022. "Sustainable power systems operations under renewable energy induced disjunctive uncertainties via machine learning-based robust optimization," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).
  83. Ayodele, T.R. & Ogunjuyigbe, A.S.O., 2015. "Mitigation of wind power intermittency: Storage technology approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 44(C), pages 447-456.
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  85. Tascikaraoglu, A. & Uzunoglu, M., 2014. "A review of combined approaches for prediction of short-term wind speed and power," Renewable and Sustainable Energy Reviews, Elsevier, vol. 34(C), pages 243-254.
  86. Huang, Yu Wen & Kittner, Noah & Kammen, Daniel M., 2019. "ASEAN grid flexibility: Preparedness for grid integration of renewable energy," Energy Policy, Elsevier, vol. 128(C), pages 711-726.
  87. Pavlak, Gregory S. & Henze, Gregor P. & Cushing, Vincent J., 2015. "Evaluating synergistic effect of optimally controlling commercial building thermal mass portfolios," Energy, Elsevier, vol. 84(C), pages 161-176.
  88. Justin Ugwu & Kenneth C. Odo & Chibuike Peter Ohanu & Jorge García & Ramy Georgious, 2022. "Comprehensive Review of Renewable Energy Communication Modeling for Smart Systems," Energies, MDPI, vol. 16(1), pages 1-28, December.
  89. Dowds, Jonathan & Hines, Paul & Ryan, Todd & Buchanan, William & Kirby, Elizabeth & Apt, Jay & Jaramillo, Paulina, 2015. "A review of large-scale wind integration studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 768-794.
  90. Islam, M.R. & Mekhilef, S. & Saidur, R., 2013. "Progress and recent trends of wind energy technology," Renewable and Sustainable Energy Reviews, Elsevier, vol. 21(C), pages 456-468.
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