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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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 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 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 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 on combined model based on multi-objective optimization and application in time series forecast

Soft Computing ◽

10.1007/s00500-018-03690-w ◽

2018 ◽

Vol 23 (22) ◽

pp. 11493-11521 ◽

Author(s):

Shenghui Zhang ◽

Jiyang Wang ◽

Zhenhai Guo

Keyword(s):

Time Series ◽

Multi Objective Optimization ◽

Combined Model ◽

Time Series Forecast ◽

Multi Objective ◽

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A combined model based on data preprocessing strategy and multi-objective optimization algorithm for short-term wind speed forecasting

Applied Energy ◽

10.1016/j.apenergy.2019.03.097 ◽

2019 ◽

Vol 241 ◽

pp. 519-539 ◽

Author(s):

Xinsong Niu ◽

Jiyang Wang

Keyword(s):

Optimization Algorithm ◽

Data Preprocessing ◽

Multi Objective Optimization ◽

Combined Model ◽

Wind Speed Forecasting ◽

Multi Objective ◽

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A combined model based on seasonal autoregressive integrated moving average and modified particle swarm optimization algorithm for electrical load forecasting

Journal of Intelligent & Fuzzy Systems ◽

10.3233/jifs-169283 ◽

2017 ◽

Vol 32 (5) ◽

pp. 3447-3459 ◽

Author(s):

Tao Ma ◽

Fen Wang ◽

Jianzhou Wang ◽

Yukai Yao ◽

Xiaoyun Chen

Keyword(s):

Particle Swarm Optimization ◽

Particle Swarm Optimization Algorithm ◽

Moving Average ◽

Load Forecasting ◽

Electrical Load ◽

Combined Model ◽

Swarm Optimization ◽

Autoregressive Integrated Moving Average ◽

Modified Particle Swarm Optimization ◽

Electrical Load Forecasting

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Variable weights combined model based on multi-objective optimization for short-term wind speed forecasting

Applied Soft Computing ◽

10.1016/j.asoc.2019.105587 ◽

2019 ◽

Vol 82 ◽

pp. 105587 ◽

Author(s):

Ping Jiang ◽

Zhenkun Liu

Keyword(s):

Multi Objective Optimization ◽

Combined Model ◽

Wind Speed Forecasting ◽

Multi Objective ◽

Variable Weights ◽

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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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Research and application of a combined model based on frequent pattern growth algorithm and multi-objective optimization for solar radiation forecasting

Applied Energy ◽

10.1016/j.apenergy.2017.09.063 ◽

2017 ◽

Vol 208 ◽

pp. 845-866 ◽

Author(s):

Jiani Heng ◽

Jianzhou Wang ◽

Liye Xiao ◽

Haiyan Lu

Keyword(s):

Solar Radiation ◽

Frequent Pattern ◽

Multi Objective Optimization ◽

Combined Model ◽

Multi Objective ◽

Model Based ◽

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