研究论文
Interpretable wind speed forecasting through two-stage decomposition with comprehensive relative importance analysis
Huanze Zeng, Binrong Wu, Haoyu Fang, Jiacheng Lin
Hohai University
来源Applied Energy
年份2025
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学术脉络
学科主题
工程Energy Load and Power Forecasting
Wind Energy Research and Development · Machine Fault Diagnosis Techniques
参考文献 53
Recursive wind speed forecasting based on Hammerstein Auto-Regressive model
被引 164Othman Ait Maatallah, Ajit Achuthan, Kerop D. Janoyan · Applied Energy · 2015
Day-ahead wind speed forecasting using f-ARIMA models
被引 959Rajesh Kavasseri, Krithika Seetharaman · Renewable Energy · 2008
ARIMA-Based Frequency-Decomposed Modeling of Wind Speed Time Series
被引 205Kalid Yunus, Torbjörn Thiringer, Peiyuan Chen · IEEE Transactions on Power Systems · 2015
此处列出前 3 条
引用本文 18
Short-term smart grid energy forecasting using a hybrid deep learning method on univariate and multivariate data sets
被引 12William Gomez, Fu‐Kwun Wang, Shey‐Huei Sheu · Energy · 2025
Multiscale VMD-based deep learning with SHAP interpretability for offshore wind speed forecasting
被引 6Anping Wan, Jiale He, Khalil AL-Bukhaiti · Electric Power Systems Research · 2026
Short-term wind speed forecasting using temporal fusion transformers with causal dilated convolution
被引 3Krishna Prakash Natarajan, Jai Govind Singh · Computers & Electrical Engineering · 2025
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