A complementary fused method using GRU and XGBoost models for long-term solar energy hourly forecasting

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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Keyphrases

100
Solar Energy Keyphrases
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Hourly Forecasting Keyphrases
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XGBoost Model Keyphrases
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GRU Model Keyphrases
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Feature Engineering Keyphrases
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Renewable Energy Ge... Keyphrases
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Solar Forecasting Keyphrases
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Solar Irradiance Keyphrases
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Intelligent Decisio... Keyphrases
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Wind Speed Keyphrases
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Forecasting Model Keyphrases
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Wind Direction Keyphrases
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Overfitting Keyphrases
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Scheduling Decision... Keyphrases
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Scheduling Planning Keyphrases
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Superior Performanc... Keyphrases
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Data Preprocessing Keyphrases
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Energy Scheduling Keyphrases
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Forecast Horizon Keyphrases
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Fusion Technique Keyphrases
25
Solar Photovoltaic Keyphrases
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Long-term Forecasti... Keyphrases
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Planning Decision Keyphrases
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Energy Solar Keyphrases
25
Algorithm Competiti... Keyphrases
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Solar Energy Produc... Keyphrases
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Engineering Trainin... Keyphrases
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GEFCom2014 Keyphrases
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Numerical Weather P... Keyphrases
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Power Generation Fo... Keyphrases

INIS

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forecasting INIS
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solar energy INIS
30
data INIS
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performance INIS
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energy INIS
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competition INIS
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engineering INIS
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wind INIS
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datasets INIS
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renewable energy so... INIS
10
speed INIS
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algorithms INIS
10
decision making INIS
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production INIS
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comparative evaluat... INIS
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metrics INIS
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prediction INIS
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weather INIS
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tracks INIS
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risks INIS
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irradiance INIS
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exploration INIS
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planning INIS
10
power generation INIS

Engineering

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Solar Energy Engineering
100
Model Engineering
28
Performance Engineering
28
Engineering Engineering
28
Dataset Engineering
28
Research Engineering
14
Energy Engineering Engineering
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Combines Engineering
14
Irradiance Engineering
14
Natural Resources E... Engineering
14
Planning Engineering
14
Input Data Engineering
14
Metrics Engineering
14
Long-Term Forecasti... Engineering
14
Photovoltaics Engineering
14
Graphics Processing... Engineering
14
Energy Production Engineering
14
Fusion Technique Engineering
14
Data Preprocessing Engineering
14
Renewable Conversio... Engineering
14
Renewable Energy Po... Engineering
14
Experiment Engineering
14
Prediction Engineering
14
Temperature Engineering
14
Algorithm Engineering
Research OutputsResearch Output authored by A complementary fused method using GRU and XGBoost models for long-term solar energy hourly forecasting is tagged with the concept