Short-term power prediction for photovoltaic power plants using a hybrid improved Kmeans-GRA-Elman model based on multivariate meteorological factors and historical power datasets

2018 ◽  
Vol 177 ◽  
pp. 704-717 ◽  
Author(s):  
Peijie Lin ◽  
Zhouning Peng ◽  
Yunfeng Lai ◽  
Shuying Cheng ◽  
Zhicong Chen ◽  
...  
Keyword(s):  
Power Plants ◽  
Meteorological Factors ◽  
Power Prediction ◽  
Short Term ◽  
Model Based ◽  
Photovoltaic Power

scholarly journals A Short-Term Photovoltaic Power Prediction Model Based on an FOS-ELM Algorithm

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Vol 7 (4) ◽  
pp. 423 ◽  
Author(s):  
Jidong Wang ◽  
Ran Ran ◽  
Yue Zhou
Keyword(s):  
Prediction Model ◽  
Power Prediction ◽  
Short Term ◽  
Model Based ◽  
Photovoltaic Power

scholarly journals SAGA-FCM-LSSVM model-based short-term power forecasting of photovoltaic power plants

2018 ◽  
Vol 188 ◽  
pp. 012079
Author(s):  
Z N Peng ◽  
P J Lin ◽  
Y F Lai ◽  
Z C Chen ◽  
L J Wu ◽  
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Power Plants ◽  
Short Term ◽  
Model Based ◽  
Photovoltaic Power ◽  
Power Forecasting

scholarly journals Study on short-term photovoltaic power prediction model based on the Stacking ensemble learning

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Vol 6 ◽  
pp. 1424-1431
Author(s):  
Xifeng Guo ◽  
Ye Gao ◽  
Di Zheng ◽  
Yi Ning ◽  
Qiannan Zhao
Keyword(s):  
Prediction Model ◽  
Ensemble Learning ◽  
Power Prediction ◽  
Short Term ◽  
Model Based ◽  
Photovoltaic Power

A new ultra-short-term photovoltaic power prediction model based on ground-based cloud images

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Vol 200 ◽  
pp. 731-745 ◽  
Author(s):  
Keyong Hu ◽  
Shihua Cao ◽  
Lidong Wang ◽  
Wenjuan Li ◽  
Mingqi Lv
Keyword(s):  
Prediction Model ◽  
Power Prediction ◽  
Short Term ◽  
Model Based ◽  
Photovoltaic Power

scholarly journals A Short-Term Photovoltaic Power Prediction Model Based on the Gradient Boost Decision Tree

2018 ◽  
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pp. 689 ◽  
Author(s):  
Jidong Wang ◽  
Peng Li ◽  
Ran Ran ◽  
Yanbo Che ◽  
Yue Zhou
Keyword(s):  
Decision Tree ◽  
Prediction Model ◽  
Power Prediction ◽  
Short Term ◽  
Boost Decision Tree ◽  
Model Based ◽  
Photovoltaic Power

scholarly journals Model-based analysis of shading losses in ground-mounted photovoltaic power plants

Solar Energy ◽  
2021 ◽  
Vol 216 ◽  
pp. 428-438
Author(s):  
Nóra Varga ◽  
Martin János Mayer
Keyword(s):  
Power Plants ◽  
Model Based ◽  
Photovoltaic Power ◽  
Model Based Analysis
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