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 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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Research and application of a combined model based on multi-objective optimization for multi-step ahead wind speed forecasting

Energy ◽

10.1016/j.energy.2017.02.150 ◽

2017 ◽

Vol 125 ◽

pp. 591-613 ◽

Author(s):

Jianzhou Wang ◽

Jiani Heng ◽

Liye Xiao ◽

Chen Wang

Keyword(s):

Multi Objective Optimization ◽

Combined Model ◽

Wind Speed Forecasting ◽

Multi Objective ◽

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Research and application of a combined model based on variable weight for short term wind speed forecasting

Renewable Energy ◽

10.1016/j.renene.2017.09.089 ◽

2018 ◽

Vol 116 ◽

pp. 669-684 ◽

Author(s):

Hongmin Li ◽

Jianzhou Wang ◽

Haiyan Lu ◽

Zhenhai Guo

Keyword(s):

Combined Model ◽

Wind Speed Forecasting ◽

Model Based ◽

Variable Weight

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A new combined model based on multi-objective salp swarm optimization for wind speed forecasting

Applied Soft Computing ◽

10.1016/j.asoc.2020.106294 ◽

2020 ◽

Vol 92 ◽

pp. 106294 ◽

Author(s):

Zishu Cheng ◽

Jiyang Wang

Keyword(s):

Combined Model ◽

Swarm Optimization ◽

Wind Speed Forecasting ◽

Multi Objective ◽

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A compositive architecture coupling outlier correction, EWT, nonlinear Volterra multi-model fusion with multi-objective optimization for short-term wind speed forecasting

Applied Energy ◽

10.1016/j.apenergy.2021.118191 ◽

2021 ◽

pp. 118191

Author(s):

Ping Fang ◽

Wenlong Fu ◽

Kai Wang ◽

Dongzhen Xiong ◽

Kai Zhang

Keyword(s):

Multi Objective Optimization ◽

Model Fusion ◽

Wind Speed Forecasting ◽

Multi Objective

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Short-term wind speed forecasting system based on multivariate time series and multi-objective optimization

Energy ◽

10.1016/j.energy.2021.122024 ◽

2021 ◽

pp. 122024

Author(s):

Zhihao Shang ◽

Zhaoshuang He ◽

Yao Chen ◽

Yanhua Chen ◽

MingLiang Xu

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Multi Objective Optimization ◽

Wind Speed Forecasting ◽

Multi Objective ◽

Forecasting System

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A novel combined model based on advanced optimization algorithm for short-term wind speed forecasting

Applied Energy ◽

10.1016/j.apenergy.2018.02.070 ◽

2018 ◽

Vol 215 ◽

pp. 643-658 ◽

Author(s):

Jingjing Song ◽

Jianzhou Wang ◽

Haiyan Lu

Keyword(s):

Optimization Algorithm ◽

Combined Model ◽

Wind Speed Forecasting ◽

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A hybrid forecasting system based on fuzzy time series and multi-objective optimization for wind speed forecasting

Applied Energy ◽

10.1016/j.apenergy.2018.11.012 ◽

2019 ◽

Vol 235 ◽

pp. 786-801 ◽

Author(s):

Ping Jiang ◽

Hufang Yang ◽

Jiani Heng

Keyword(s):

Time Series ◽

Fuzzy Time Series ◽

Multi Objective Optimization ◽

Wind Speed Forecasting ◽

Multi Objective ◽

Hybrid Forecasting ◽

Forecasting System

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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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An innovative hybrid system for wind speed forecasting based on fuzzy preprocessing scheme and multi-objective optimization

Energy ◽

10.1016/j.energy.2019.02.194 ◽

2019 ◽

Vol 174 ◽

pp. 1219-1237 ◽

Author(s):

Chen Li ◽

Zhijie Zhu ◽

Hufang Yang ◽

Ranran Li

Keyword(s):

Hybrid System ◽

Multi Objective Optimization ◽

Wind Speed Forecasting ◽

Multi Objective

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