A novel hybrid model based on combined preprocessing method and advanced optimization algorithm for power load forecasting

Applied Soft Computing ◽

10.1016/j.asoc.2020.106809 ◽

2020 ◽

Vol 97 ◽

pp. 106809

Author(s):

Ying Nie ◽

Ping Jiang ◽

Haipeng Zhang

Keyword(s):

Hybrid Model ◽

Optimization Algorithm ◽

Load Forecasting ◽

Model Based ◽

Preprocessing Method ◽

Power Load Forecasting

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Analysis of Power Load Forecasting Model Based on Intelligent Optimization Algorithm

10.1109/i-smac52330.2021.9640687 ◽

2021 ◽

Author(s):

Jianli Jiao

Keyword(s):

Optimization Algorithm ◽

Load Forecasting ◽

Forecasting Model ◽

Intelligent Optimization ◽

Model Based ◽

Intelligent Optimization Algorithm ◽

Power Load Forecasting

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A CNN-LSTM Hybrid Model Based Short-term Power Load Forecasting

10.1109/psgec51302.2021.9542404 ◽

2021 ◽

Author(s):

Chang Ren ◽

Li Jia ◽

Zhangliang Wang

Keyword(s):

Hybrid Model ◽

Load Forecasting ◽

Model Based ◽

Power Load Forecasting

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A Metro Traction Power Load Forecasting Model Based on Dynamic Passenger Flow

10.1109/cieec50170.2021.9510353 ◽

2021 ◽

Author(s):

Wu Zi Yu ◽

Zhao Xing Dong ◽

Gao Hai Chun

Keyword(s):

Load Forecasting ◽

Forecasting Model ◽

Passenger Flow ◽

Model Based ◽

Power Load Forecasting ◽

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Power Load Forecasting Model Based on Knowledge Discovery for Heilongjiang Province

2009 Second International Symposium on Computational Intelligence and Design ◽

10.1109/iscid.2009.159 ◽

2009 ◽

Author(s):

Dou Quansheng ◽

Shi Zhongzhi ◽

Yang Bin ◽

Liu Zhongyao

Keyword(s):

Knowledge Discovery ◽

Load Forecasting ◽

Forecasting Model ◽

Heilongjiang Province ◽

Model Based ◽

Power Load Forecasting

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Short-Term Power Load Forecasting Model Based on Fuzzy Neural Network using Improved Decision Tree

2019 IEEE Sustainable Power and Energy Conference (iSPEC) ◽

10.1109/ispec48194.2019.8975070 ◽

2019 ◽

Author(s):

Zhenxue Xie ◽

Ruogu Wang ◽

Zihao Wu ◽

Tong Liu

Keyword(s):

Neural Network ◽

Decision Tree ◽

Fuzzy Neural Network ◽

Load Forecasting ◽

Forecasting Model ◽

Model Based ◽

Power Load Forecasting ◽

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Optimization of support vector machine power load forecasting model based on data mining and Lyapunov exponents

Journal of Central South University of Technology ◽

10.1007/s11771-010-0060-0 ◽

2010 ◽

Vol 17 (2) ◽

pp. 406-412 ◽

Author(s):

Dong-xiao Niu ◽

Yong-li Wang ◽

Xiao-yong Ma

Keyword(s):

Data Mining ◽

Support Vector Machine ◽

Lyapunov Exponents ◽

Load Forecasting ◽

Support Vector ◽

Forecasting Model ◽

Model Based ◽

Power Load Forecasting

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A least squares support vector machine model optimized by moth-flame optimization algorithm for annual power load forecasting

Applied Intelligence ◽

10.1007/s10489-016-0810-2 ◽

2016 ◽

Vol 45 (4) ◽

pp. 1166-1178 ◽

Author(s):

Cunbin Li ◽

Shuke Li ◽

Yunqi Liu

Keyword(s):

Support Vector Machine ◽

Least Squares ◽

Optimization Algorithm ◽

Support Vector Machine Model ◽

Load Forecasting ◽

Support Vector ◽

Machine Model ◽

Power Load Forecasting ◽

Moth Flame Optimization Algorithm

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An Improved Prediction Model Based on Grey Clustering Analysis Method and its Application in Power Load Forecasting

International Journal of Control and Automation ◽

10.14257/ijca.2015.8.9.37 ◽

2015 ◽

Vol 8 (9) ◽

pp. 381-388

Author(s):

Wang Ya

Keyword(s):

Prediction Model ◽

Clustering Analysis ◽

Load Forecasting ◽

Analysis Method ◽

Model Based ◽

Grey Clustering ◽

Power Load Forecasting

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A Beta Distribution Based Optimization Algorithm and Its Application in Power Load Forecasting

Lecture Notes in Electrical Engineering - Genetic and Evolutionary Computing ◽

10.1007/978-981-16-8430-2_3 ◽

2022 ◽

pp. 25-35

Author(s):

Jiao Wang ◽

Shu-Chuan Chu ◽

Shi-Jian Liu ◽

Jeng-Shyang Pan

Keyword(s):

Optimization Algorithm ◽

Beta Distribution ◽

Load Forecasting ◽

Power Load Forecasting

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Application of Grey Model Based on Twice Fitting in Short-term Power Load Forecasting

10.1109/ccdc52312.2021.9601426 ◽

2021 ◽

Author(s):

Mengmeng Hou ◽

Linjing Hu

Keyword(s):

Load Forecasting ◽

Model Based ◽

Power Load Forecasting ◽

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