Research and Application of a Hybrid Forecasting Model Based on Data Decomposition for Electrical Load Forecasting

Energies ◽

10.3390/en9121050 ◽

2016 ◽

Vol 9 (12) ◽

pp. 1050 ◽

Author(s):

Yuqi Dong ◽

Xuejiao Ma ◽

Chenchen Ma ◽

Jianzhou Wang

Keyword(s):

Load Forecasting ◽

Forecasting Model ◽

Electrical Load ◽

Data Decomposition ◽

Model Based ◽

Hybrid Forecasting ◽

Electrical Load Forecasting

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Research and Application of Hybrid Forecasting Model Based on an Optimal Feature Selection System—A Case Study on Electrical Load Forecasting

Energies ◽

10.3390/en10040490 ◽

2017 ◽

Vol 10 (4) ◽

pp. 490 ◽

Author(s):

Yunxuan Dong ◽

Jianzhou Wang ◽

Chen Wang ◽

Zhenhai Guo

Keyword(s):

Load Forecasting ◽

Forecasting Model ◽

Selection System ◽

Electrical Load ◽

System A ◽

Hybrid Forecasting ◽

Electrical Load Forecasting ◽

Optimal Feature Selection ◽

Optimal Feature

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A combined model based on multiple seasonal patterns and modified firefly algorithm for electrical load forecasting

Applied Energy ◽

10.1016/j.apenergy.2016.01.050 ◽

2016 ◽

Vol 167 ◽

pp. 135-153 ◽

Author(s):

Liye Xiao ◽

Wei Shao ◽

Tulu Liang ◽

Chen Wang

Keyword(s):

Firefly Algorithm ◽

Load Forecasting ◽

Seasonal Patterns ◽

Electrical Load ◽

Combined Model ◽

Model Based ◽

Electrical Load Forecasting ◽

Modified Firefly Algorithm

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A hybrid forecasting model based on date-framework strategy and improved feature selection technology for short-term load forecasting

Energy ◽

10.1016/j.energy.2016.11.034 ◽

2017 ◽

Vol 119 ◽

pp. 694-709 ◽

Author(s):

Ping Jiang ◽

Feng Liu ◽

Yiliao Song

Keyword(s):

Feature Selection ◽

Load Forecasting ◽

Forecasting Model ◽

Model Based ◽

Short Term Load Forecasting ◽

Hybrid Forecasting

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A Hybrid Short-Term Building Electrical Load Forecasting Model Combining the Periodic Pattern, Fuzzy System, and Wavelet Transform

International Journal of Fuzzy Systems ◽

10.1007/s40815-019-00783-y ◽

2020 ◽

Vol 22 (1) ◽

pp. 156-171 ◽

Author(s):

Chengdong Li ◽

Minjia Tang ◽

Guiqing Zhang ◽

Ruiqi Wang ◽

Chongyi Tian

Keyword(s):

Wavelet Transform ◽

Fuzzy System ◽

Load Forecasting ◽

Periodic Pattern ◽

Forecasting Model ◽

Electrical Load ◽

Model Combining ◽

Electrical Load Forecasting

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Research and application of a hybrid model based on multi-objective optimization for electrical load forecasting

Applied Energy ◽

10.1016/j.apenergy.2016.07.113 ◽

2016 ◽

Vol 180 ◽

pp. 213-233 ◽

Author(s):

Liye Xiao ◽

Wei Shao ◽

Chen Wang ◽

Kequan Zhang ◽

Haiyan Lu

Keyword(s):

Hybrid Model ◽

Load Forecasting ◽

Electrical Load ◽

Multi Objective Optimization ◽

Multi Objective ◽

Model Based ◽

Electrical Load Forecasting

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A combined model based on data pre-analysis and weight coefficients optimization for electrical load forecasting

Energy ◽

10.1016/j.energy.2015.01.063 ◽

2015 ◽

Vol 82 ◽

pp. 524-549 ◽

Author(s):

Liye Xiao ◽

Jianzhou Wang ◽

Ru Hou ◽

Jie Wu

Keyword(s):

Load Forecasting ◽

Electrical Load ◽

Combined Model ◽

Model Based ◽

Electrical Load Forecasting ◽

Weight Coefficients

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A GRU-GA Hybrid Model Based Technique for Short Term Electrical Load Forecasting

2021 2nd International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST) ◽

10.1109/icrest51555.2021.9331156 ◽

2021 ◽

Author(s):

Azfar Inteha ◽

Nahid-Al-Masood

Keyword(s):

Hybrid Model ◽

Load Forecasting ◽

Electrical Load ◽

Model Based ◽

Electrical Load Forecasting

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Neuro-Fuzzy Model based Electrical Load Forecasting System: Hourly, Daily, and Weekly Forecasting

Journal of Korean institute of intelligent systems ◽

10.5391/jkiis.2004.14.5.533 ◽

2004 ◽

Vol 14 (5) ◽

pp. 533-538 ◽

Author(s):

Yong-Jin Park ◽

Bo-Hyeun Wang

Keyword(s):

Load Forecasting ◽

Fuzzy Model ◽

Electrical Load ◽

Model Based ◽

Neuro Fuzzy ◽

Forecasting System ◽

Electrical Load Forecasting

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A novel combined model based on hybrid optimization algorithm for electrical load forecasting

Applied Soft Computing ◽

10.1016/j.asoc.2019.105548 ◽

2019 ◽

Vol 82 ◽

pp. 105548 ◽

Author(s):

Rui Wang ◽

Jiyang Wang ◽

Yunzhen Xu

Keyword(s):

Optimization Algorithm ◽

Load Forecasting ◽

Hybrid Optimization ◽

Electrical Load ◽

Combined Model ◽

Model Based ◽

Hybrid Optimization Algorithm ◽

Electrical Load Forecasting

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Research and application of a combined model based on multi-objective optimization for electrical load forecasting

Energy ◽

10.1016/j.energy.2016.11.035 ◽

2017 ◽

Vol 119 ◽

pp. 1057-1074 ◽

Author(s):

Liye Xiao ◽

Wei Shao ◽

Mengxia Yu ◽

Jing Ma ◽

Congjun Jin

Keyword(s):

Load Forecasting ◽

Electrical Load ◽

Multi Objective Optimization ◽

Combined Model ◽

Multi Objective ◽

Model Based ◽

Electrical Load Forecasting

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