Gaussian Kernel Based SVR Model for Short-Term Photovoltaic MPP Power Prediction

Computer Systems Science and Engineering ◽

10.32604/csse.2022.020367 ◽

2022 ◽

Vol 41 (1) ◽

pp. 141-156

Author(s):

Yasemin Onal

Keyword(s):

Gaussian Kernel ◽

Power Prediction ◽

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Short-Term Wind Power Prediction for Wind Turbine via Kalman Filter based on JIT Modeling

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.135.81 ◽

2015 ◽

Vol 135 (1) ◽

pp. 81-89 ◽

Author(s):

Tomoki Ishikawa ◽

Takaaki Kojima ◽

Toru Namerikawa

Keyword(s):

Kalman Filter ◽

Wind Turbine ◽

Power Prediction ◽

Wind Power Prediction

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Research on photovoltaic ultra short-term power prediction algorithm based on attention and LSTM

IOP Conference Series Earth and Environmental Science ◽

10.1088/1755-1315/675/1/012078 ◽

2021 ◽

Vol 675 (1) ◽

pp. 012078

Author(s):

Aiyun Yan ◽

Jinbo Gu ◽

Yahui Mu ◽

Jingjiao Li ◽

Shuowei Jin ◽

...

Keyword(s):

Prediction Algorithm ◽

Power Prediction ◽

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A Short-Term Regional Wind Power Prediction Method Based on XGBoost and Multi-stage Features Selection

2020 IEEE 3rd Student Conference on Electrical Machines and Systems (SCEMS) ◽

10.1109/scems48876.2020.9352249 ◽

2020 ◽

Author(s):

Wenze Li ◽

Xiaosheng Peng ◽

Kai Cheng ◽

Hongyu Wang ◽

Qiyou Xu ◽

...

Keyword(s):

Prediction Method ◽

Features Selection ◽

Power Prediction ◽

Multi Stage ◽

Wind Power Prediction

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Short-term Photovoltaic Power Prediction Based on Daily Feature Matrix and Deep Neural Network

2021 6th Asia Conference on Power and Electrical Engineering (ACPEE) ◽

10.1109/acpee51499.2021.9436879 ◽

2021 ◽

Author(s):

Ruonan Zheng ◽

Guojie Li ◽

Keyou Wang ◽

Bei Han ◽

Zhitong Chen ◽

...

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Power Prediction ◽

Photovoltaic Power

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Very Short-Term Renewable Energy Power Prediction Using XGBoost Optimized by TPE Algorithm

2020 4th International Conference on HVDC (HVDC) ◽

10.1109/hvdc50696.2020.9292870 ◽

2020 ◽

Author(s):

Zhenchuan Ma ◽

Haijun Chang ◽

Zhongqing Sun ◽

Fusuo Liu ◽

Wei Li ◽

...

Keyword(s):

Renewable Energy ◽

Power Prediction ◽

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Short-Term Wind Power Prediction Based on Principal Component Analysis and Elman Artificial Neural Networks

2017 4th International Conference on Information Science and Control Engineering (ICISCE) ◽

10.1109/icisce.2017.146 ◽

2017 ◽

Author(s):

Shaung Hu ◽

Ke-Jun Li

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Artificial Neural Networks ◽

Principal Component ◽

Component Analysis ◽

Power Prediction ◽

Wind Power Prediction ◽

Artificial Neural

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Short-Term Wind Power Prediction Considering the Influence of Terrain

International Journal of Simulation Systems Science & Technology ◽

10.5013/ijssst.a.17.38.28 ◽

2016 ◽

Author(s):

Guest Editor Manhui Su

Keyword(s):

Power Prediction ◽

Wind Power Prediction

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A dynamic adaptive algorithm for statistical up-scaling based short-term wind power prediction of regions

2017 China International Electrical and Energy Conference (CIEEC) ◽

10.1109/cieec.2017.8388524 ◽

2017 ◽

Author(s):

Xiaosheng Peng ◽

Yuzhu Chen ◽

Jianfeng Che ◽

Bo Wang

Keyword(s):

Adaptive Algorithm ◽

Power Prediction ◽

Wind Power Prediction ◽

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An Ultra-Short-Term PV Power Prediction Model Based on Path Space Distance Cross-Similar Clustering and STL Decomposition

2019 IEEE Sustainable Power and Energy Conference (iSPEC) ◽

10.1109/ispec48194.2019.8974906 ◽

2019 ◽

Author(s):

Lin Hu ◽

Zhao Zhen ◽

Kangping Li ◽

Fei Wang

Keyword(s):

Prediction Model ◽

Power Prediction ◽

Model Based ◽

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Short Term Wind Power Prediction Based on Wavelet Transform and BP Neural Network

Green Energy and Networking - Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ◽

10.1007/978-3-030-62483-5_26 ◽

2020 ◽

pp. 245-254

Author(s):

Shuang Zheng ◽

Zhaoju Jia ◽

Ziwei Zhang ◽

Fugang Liu ◽

Long Han

Keyword(s):

Neural Network ◽

Wavelet Transform ◽

Bp Neural Network ◽

Power Prediction ◽

Wind Power Prediction

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