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Wind farm layout optimization using self-informed genetic algorithm with information guided exploitation

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  1. Song, Jeonghwan & Kim, Taewan & You, Donghyun, 2023. "Particle swarm optimization of a wind farm layout with active control of turbine yaws," Renewable Energy, Elsevier, vol. 206(C), pages 738-747.
  2. Javier Serrano González & Manuel Burgos Payán & Jesús Manuel Riquelme Santos & Ángel Gaspar González Rodríguez, 2021. "Optimal Micro-Siting of Weathervaning Floating Wind Turbines," Energies, MDPI, vol. 14(4), pages 1-19, February.
  3. Sichen Tao & Yifei Yang & Ruihan Zhao & Hiroyoshi Todo & Zheng Tang, 2024. "Competitive Elimination Improved Differential Evolution for Wind Farm Layout Optimization Problems," Mathematics, MDPI, vol. 12(23), pages 1-24, November.
  4. Yin, Xiuxing & Wang, Farui & Zhao, Zhigao, 2024. "Coupled complementary operation and optimal planning of energy-water nexus synergies: Balancing water demand and renewable energy production," Renewable Energy, Elsevier, vol. 237(PD).
  5. Zhang, Zihang & Li, Jiayi & Lei, Zhenyu & Zhu, Qianyu & Cheng, Jiujun & Gao, Shangce, 2024. "Reinforcement learning-based particle swarm optimization for wind farm layout problems," Energy, Elsevier, vol. 313(C).
  6. Chen, Kaixuan & Lin, Jin & Qiu, Yiwei & Liu, Feng & Song, Yonghua, 2022. "Joint optimization of wind farm layout considering optimal control," Renewable Energy, Elsevier, vol. 182(C), pages 787-796.
  7. Han, Shuang & Qiao, Yanhui & Yan, Ping & Yan, Jie & Liu, Yongqian & Li, Li, 2020. "Wind turbine power curve modeling based on interval extreme probability density for the integration of renewable energies and electric vehicles," Renewable Energy, Elsevier, vol. 157(C), pages 190-203.
  8. Qiang Yang & Kai-Xuan Zhang & Xu-Dong Gao & Dong-Dong Xu & Zhen-Yu Lu & Sang-Woon Jeon & Jun Zhang, 2022. "A Dimension Group-Based Comprehensive Elite Learning Swarm Optimizer for Large-Scale Optimization," Mathematics, MDPI, vol. 10(7), pages 1-32, March.
  9. Shitu Singh & Jagdish Chand Bansal, 2024. "A modified grey wolf optimizer for wind farm layout optimization problem," 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. 15(10), pages 4750-4778, October.
  10. Laura Castro-Santos & Maite deCastro & Xurxo Costoya & Almudena Filgueira-Vizoso & Isabel Lamas-Galdo & Americo Ribeiro & João M. Dias & Moncho Gómez-Gesteira, 2021. "Economic Feasibility of Floating Offshore Wind Farms Considering Near Future Wind Resources: Case Study of Iberian Coast and Bay of Biscay," IJERPH, MDPI, vol. 18(5), pages 1-16, March.
  11. Zhang, Xiaofeng & Wang, Qiang & Ye, Shitong & Luo, Kun & Fan, Jianren, 2024. "Efficient layout optimization of offshore wind farm based on load surrogate model and genetic algorithm," Energy, Elsevier, vol. 309(C).
  12. Hubert Bialas & Ryszard Pawelek & Irena Wasiak, 2021. "A Simulation Model for Providing Analysis of Wind Farms Frequency and Voltage Regulation Services in an Electrical Power System," Energies, MDPI, vol. 14(8), pages 1-17, April.
  13. Brogna, Roberto & Feng, Ju & Sørensen, Jens Nørkær & Shen, Wen Zhong & Porté-Agel, Fernando, 2020. "A new wake model and comparison of eight algorithms for layout optimization of wind farms in complex terrain," Applied Energy, Elsevier, vol. 259(C).
  14. Mohamed Zaidan Qawaqzeh & Oleksandr Miroshnyk & Taras Shchur & Robert Kasner & Adam Idzikowski & Weronika Kruszelnicka & Andrzej Tomporowski & Patrycja Bałdowska-Witos & Józef Flizikowski & Marcin Zaw, 2021. "Research of Emergency Modes of Wind Power Plants Using Computer Simulation," Energies, MDPI, vol. 14(16), pages 1-15, August.
  15. Azlan, F. & Kurnia, J.C. & Tan, B.T. & Ismadi, M.-Z., 2021. "Review on optimisation methods of wind farm array under three classical wind condition problems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
  16. Wu, Yan & Zhang, Shuai & Wang, Ruiqi & Wang, Yufei & Feng, Xiao, 2020. "A design methodology for wind farm layout considering cable routing and economic benefit based on genetic algorithm and GeoSteiner," Renewable Energy, Elsevier, vol. 146(C), pages 687-698.
  17. Akvile Cibinskiene & Daiva Dumciuviene & Viktorija Bobinaite & Egidijus Dragašius, 2021. "Competitiveness of Industrial Companies Forming the Value Chain of Wind Energy Components: The Case of Lithuania," Sustainability, MDPI, vol. 13(16), pages 1-19, August.
  18. Hosseini Dehshiri, Seyyed Shahabaddin & Firoozabadi, Bahar, 2024. "Comprehensive framework on wind energy: A sustainable site selection under uncertainty and reliability, layout optimization and 7E analysis," Applied Energy, Elsevier, vol. 373(C).
  19. Nagpal, Shriya V. & Liu, M. Vivienne & Anderson, C. Lindsay, 2021. "A comparison of deterministic refinement techniques for wind farm layout optimization," Renewable Energy, Elsevier, vol. 168(C), pages 581-592.
  20. Nouri, Reza & Vasel-Be-Hagh, Ahmad & Archer, Cristina L., 2020. "The Coriolis force and the direction of rotation of the blades significantly affect the wake of wind turbines," Applied Energy, Elsevier, vol. 277(C).
  21. Hosseini Dehshiri, Seyyed Shahabaddin & Firoozabadi, Bahar, 2025. "Hydrogen penetration in textile industry: A hybrid renewable energy system, evolution programming and feasibility analysis," Energy, Elsevier, vol. 318(C).
  22. Masoudi, Seiied Mohsen & Baneshi, Mehdi, 2022. "Layout optimization of a wind farm considering grids of various resolutions, wake effect, and realistic wind speed and wind direction data: A techno-economic assessment," Energy, Elsevier, vol. 244(PB).
  23. Cai, Wei & Hu, Yang & Fang, Fang & Yao, Lujin & Liu, Jizhen, 2023. "Wind farm power production and fatigue load optimization based on dynamic partitioning and wake redirection of wind turbines," Applied Energy, Elsevier, vol. 339(C).
  24. Shafiqur Rehman & Abdul Baseer Mohammed & Luai Alhems, 2020. "A Heuristic Approach to Siting and Design Optimization of an Onshore Wind Farm Layout," Energies, MDPI, vol. 13(22), pages 1-18, November.
  25. Dinçer, A.E. & Demir, A. & Yılmaz, K., 2024. "Multi-objective turbine allocation on a wind farm site," Applied Energy, Elsevier, vol. 355(C).
  26. Sun, Haiying & Qiu, Changyu & Lu, Lin & Gao, Xiaoxia & Chen, Jian & Yang, Hongxing, 2020. "Wind turbine power modelling and optimization using artificial neural network with wind field experimental data," Applied Energy, Elsevier, vol. 280(C).
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