Photovoltaic power forecasting method based on adaptive classification strategy and HO-SVR algorithm

Energy Reports ◽

10.1016/j.egyr.2020.11.108 ◽

2020 ◽

Vol 6 ◽

pp. 921-928

Author(s):

T. Xun ◽

S.H. Lei ◽

X.C. Ding ◽

K. Chen ◽

K. Huang ◽

...

Keyword(s):

Adaptive Classification ◽

Photovoltaic Power ◽

Forecasting Method ◽

Classification Strategy ◽

Power Forecasting

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Enhanced Deep Belief Network Based on Ensemble Learning and Tree-structured of Parzen Estimators: An Optimal Photovoltaic Power Forecasting Method

IEEE Access ◽

10.1109/access.2021.3125895 ◽

2021 ◽

pp. 1-1

Author(s):

Mohamed Massaoudi ◽

Haitham Abu-Rub ◽

Shady S. Refaat ◽

Mohamed Trabelsi ◽

Ines Chihi ◽

...

Keyword(s):

Ensemble Learning ◽

Deep Belief Network ◽

Belief Network ◽

Photovoltaic Power ◽

Forecasting Method ◽

Power Forecasting

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Short-term photovoltaic power forecasting method based on irradiance correction and error forecasting

Energy Reports ◽

10.1016/j.egyr.2021.08.167 ◽

2021 ◽

Vol 7 ◽

pp. 5495-5509

Author(s):

Yanhong Ma ◽

Qingquan Lv ◽

Ruixiao Zhang ◽

Yanqi Zhang ◽

Honglu Zhu ◽

...

Keyword(s):

Photovoltaic Power ◽

Forecasting Method ◽

Power Forecasting

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Short-term photovoltaic power forecasting method based on K-means algorithm and spiking neural networks

8th Renewable Power Generation Conference (RPG 2019) ◽

10.1049/cp.2019.0278 ◽

2019 ◽

Author(s):

Biyun Chen ◽

Hongbin Li ◽

Kunlun Han

Keyword(s):

Neural Networks ◽

Spiking Neural Networks ◽

Photovoltaic Power ◽

Forecasting Method ◽

Power Forecasting

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Development of Forecasting Method of Photovoltaic Power Output

The Journal of the Institute of Electrical Engineers of Japan ◽

10.1541/ieejjournal.137.101 ◽

2017 ◽

Vol 137 (2) ◽

pp. 101-104

Author(s):

Takeyoshi KATO

Keyword(s):

Power Output ◽

Photovoltaic Power ◽

Forecasting Method

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Short-term Photovoltaic Power Forecasting Based on Improved Firefly Algorithm to optimize support vector machine

2020 International Symposium on Computer, Consumer and Control (IS3C) ◽

10.1109/is3c50286.2020.00095 ◽

2020 ◽

Author(s):

Cyprien Nsengimana ◽

Xiu Jun Shen ◽

XinTong Han ◽

Lingling Li ◽

HaiYu Wang

Keyword(s):

Support Vector Machine ◽

Firefly Algorithm ◽

Support Vector ◽

Photovoltaic Power ◽

Improved Firefly Algorithm ◽

Power Forecasting

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Photovoltaic Power Forecasting Based on GA improved Bi-LSTM in Microgrid without Meteorological Information

Energy ◽

10.1016/j.energy.2021.120908 ◽

2021 ◽

pp. 120908

Author(s):

Hao Zhen ◽

Dongxiao Niu ◽

Keke Wang ◽

Yucheng Shi ◽

Zhengsen Ji ◽

...

Keyword(s):

Photovoltaic Power ◽

Power Forecasting

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Photovoltaic Power Forecasting Based on IEWT-Attention-LSTM Model

2020 IEEE Sustainable Power and Energy Conference (iSPEC) ◽

10.1109/ispec50848.2020.9350995 ◽

2020 ◽

Author(s):

Yahui Mu ◽

Anna Wang ◽

Haoming Li ◽

Renze Guo ◽

Zhuoyue Sun

Keyword(s):

Photovoltaic Power ◽

Power Forecasting

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Day-ahead hourly photovoltaic power forecasting using attention-based CNN-LSTM neural network embedded with multiple relevant and target variables prediction pattern

Energy ◽

10.1016/j.energy.2021.120996 ◽

2021 ◽

pp. 120996

Author(s):

Jiaqi Qu ◽

Zheng Qian ◽

Yan Pei

Keyword(s):

Neural Network ◽

Photovoltaic Power ◽

Power Forecasting

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Short-term Photovoltaic Power Forecasting Model Based on Improved BP Neural Network Method

2020 IEEE 4th Conference on Energy Internet and Energy System Integration (EI2) ◽

10.1109/ei250167.2020.9346675 ◽

2020 ◽

Author(s):

Yuan Peng ◽

Suhua Lou ◽

Senlin Yang ◽

Yaowu Wu ◽

Xianglu He ◽

...

Keyword(s):

Neural Network ◽

Bp Neural Network ◽

Forecasting Model ◽

Neural Network Method ◽

Model Based ◽

Photovoltaic Power ◽

Network Method ◽

Power Forecasting

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Ultra-Short-Term Solar PV Power Forecasting Method Based on Frequency-Domain Decomposition and Deep Learning

2020 IEEE Industry Applications Society Annual Meeting ◽

10.1109/ias44978.2020.9334889 ◽

2020 ◽

Author(s):

Lin Hu ◽

Zhao Zhen ◽

Fei Wang ◽

Gang Qiu ◽

Yu Li ◽

...

Keyword(s):

Deep Learning ◽

Domain Decomposition ◽

Frequency Domain ◽

Solar Pv ◽

Forecasting Method ◽

Frequency Domain Decomposition ◽

Power Forecasting

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