专题：Grey System Theory Applications

This cluster of papers focuses on the application of Grey System Theory in forecasting various aspects related to energy consumption, CO2 emissions, and renewable energy. The papers explore the use of time series prediction models, nonlinear grey models, and multivariable grey models to forecast electricity demand, renewable energy consumption, and CO2 emissions. Additionally, the cluster discusses the optimization and application of fractional grey models for accurate forecasting.
最新文献
Long-Term Electricity Demand Forecasting of a University Campus Based on Advanced Deep Learning Artificial Neural Network Algorithms

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Non-equidistant grey model with dynamic fractional order optimization: High precision carbon emission prediction for carbon neutrality

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Research on e-commerce retail demand forecasting based on multi-model fusion

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A Hybrid GCN-GRU Model with Attention Mechanism for Ultra-Short-Term Photovoltaic Power Forecasting

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SpatialSolar-Net: A Multi-Site Collaborative Framework for Solar Power Forecasting with Adaptive Spatial Correlation Assessment

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Comparative analysis of conformal prediction techniques and machine learning models for very short-term solar power forecasting

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Remaining Useful Life Prediction of Aero-Engine based on Hybrid Temporal Feature and Attention Network

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New Expansion of Chen Distribution According to the Nitrosophic Logic Using the Gompertz Family

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Tuning Performance of Grey-Box Models for Thermal Building Applications

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Research on the application of an improved Autoformer model integrating CNN-attention-BiGRU in short-term power load forecasting

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近5年高被引文献
A VMD and LSTM Based Hybrid Model of Load Forecasting for Power Grid Security

article Full Text OpenAlex 196 FWCI13.539

Short-term load forecasting of industrial customers based on SVMD and XGBoost

article Full Text OpenAlex 180 FWCI12.017

Effective energy consumption forecasting using empirical wavelet transform and long short-term memory

article Full Text OpenAlex 175 FWCI12.497

Price forecasting through neural networks for crude oil, heating oil, and natural gas

article Full Text OpenAlex 170 FWCI137.143

Attention mechanism in intelligent fault diagnosis of machinery: A review of technique and application

review Full Text OpenAlex 169 FWCI6.207

Applications of random forest in multivariable response surface for short-term load forecasting

article Full Text OpenAlex 155 FWCI14.712

Economic recovery, industrial structure and natural resource utilization efficiency in China: Effect on green economic recovery

article Full Text OpenAlex 143 FWCI23.786

Electrical load-temperature CNN for residential load forecasting

article Full Text OpenAlex 140 FWCI8.972

Forecasting short-term electricity load using hybrid support vector regression with grey catastrophe and random forest modeling

article Full Text OpenAlex 137 FWCI9.453

Efficient bootstrap stacking ensemble learning model applied to wind power generation forecasting

article Full Text OpenAlex 136 FWCI9.293