Overview of Applications and Research Directions of Deep Learning Methods for Wind Power Prediction by LIU Tan, LIU Na, LIU Guiping, LIU Kunjie, LIU Min, ZHUANG Xufei, ZHANG Zhonghao

Subjects: “…wind power prediction; neural networks; deep learning…”
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VMD-CAT: A hybrid model for short-term wind power prediction by Huan Zheng, Zhenda Hu, Xuguang Wang, Junhong Ni, Mengqi Cui

Subjects: “…Wind power prediction…”
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An emotional neural network based approach for wind power prediction by Guoling ZHANG

Subjects: “…emotional neural network;wind power;prediction;genetic algorithm…”
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Ultra-Short-Term Wind Power Forecasting Based on DT-DSCTransformer Model by Yanlong Gao, Feng Xing, Lipeng Kang, Mingming Zhang, Caiyan Qin

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Advanced Machine Learning Techniques for Accurate Very-Short-Term Wind Power Forecasting in Wind Energy Systems Using Historical Data Analysis by G. Ponkumar, S. Jayaprakash, Karthick Kanagarathinam

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Wind-Mambaformer: Ultra-Short-Term Wind Turbine Power Forecasting Based on Advanced Transformer and Mamba Models by Zhe Dong, Yiyang Zhao, Anqi Wang, Meng Zhou

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Wind Power Forecasting in a Semi-Arid Region Based on Machine Learning Error Correction by Mirella Lima Saraiva Araujo, Yasmin Kaore Lago Kitagawa, Arthur Lúcide Cotta Weyll, Francisco José Lopes de Lima, Thalyta Soares dos Santos, William Duarte Jacondino, Allan Rodrigues Silva, Márcio de Carvalho Filho, Willian Ramires Pires Bezerra, José Bione de Melo Filho, Alex Álisson Bandeira Santos, Diogo Nunes da Silva Ramos, Davidson Martins Moreira

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Modeling of Ultra-Short Term Offshore Wind Power Prediction Based on Condition-Assessment of Wind Turbines by Suo Li, Ling-ling Huang, Yang Liu, Meng-yao Zhang

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Data Pre-processing Method Based on Distorted Data Noise Reduction and Its Application in Wind Power Prediction by Xincheng JIN, Xiuyuan YANG

Subjects: “…wind power prediction…”
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A Hybrid Three-Staged, Short-Term Wind-Power Prediction Method Based on SDAE-SVR Deep Learning and BA Optimization by Ruiqin Duan, Xiaosheng Peng, Cong Li, Zimin Yang, Yan Jiang, Xiufeng Li, Shuangquan Liu

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A bi-level mode decomposition framework for multi-step wind power forecasting using deep neural network by Jingxuan Wu, Shuting Li, Juan C. Vasquez, Josep M. Guerrero

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Irregular distribution of wind power prediction by Kun YUAN, Kaifeng ZHANG, Yaxian ZHENG, Dawei LI, Ying WANG, Zhenglin YANG

Subjects: “…Wind power prediction…”
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KAN-Transformer Model for UltraShort-Term Wind Power Prediction Based on EWMA Data Processing by Feng Xing, Yanlong Gao, Lipeng Kang, Mingming Zhang, Caiyan Qin

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Multi-branch wind power prediction based on optimized variational mode decomposition by Bangru Xiong, Xinyu Meng, Gang Xiong, Hui Ma, Lu Lou, Zhengxia Wang

Subjects: “…Wind power prediction…”
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Short-Term Wind Power Prediction Based On Particle Swarm Optimization-Extreme Learning Machine Model Combined With Adaboost Algorithm by Guoqing An, Ziyao Jiang, Xin Cao, Yufei Liang, Yuyang Zhao, Zheng Li, Weichao Dong, Hexu Sun

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Capturing Spatial Influence in Wind Prediction With a Graph Convolutional Neural Network by Zeyi Liu, Zeyi Liu, Tony Ware

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Short-term prediction of the power of a new wind turbine based on IAO-LSTM by Zheng Li, Xiaorui Luo, Mengjie Liu, Xin Cao, Shenhui Du, Hexu Sun

Subjects: “…Wind power prediction…”
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Ultra-Short-Term Wind Power Prediction by Salp Swarm Algorithm-Based Optimizing Extreme Learning Machine by Lian Tan, Jing Han, Hongtao Zhang

Subjects: “…Wind power prediction…”
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Wind Power Prediction Based on a Hybrid Granular Chaotic Time Series Model by Yanyang Wang, Wei Xiong, Shiping E., Qingguo Liu, Nan Yang, Ping Fu, Kang Gong, Yu Huang

Subjects: “…wind power prediction…”
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Hybrid Forecasting Model for Short-Term Wind Power Prediction Using Modified Long Short-Term Memory by Namrye Son, Seunghak Yang, Jeongseung Na

Subjects: “…wind power prediction…”
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