A hybrid forecasting system based on multi-objective optimization for           predicting short-term electricity load

Yanru Song; Yi Yang; Zhaoshuang He; Caihong Li; Lian Li

doi:10.1063/1.5109213

A hybrid forecasting system based on multi-objective optimization for predicting short-term electricity load

Journal of Renewable and Sustainable Energy ◽

10.1063/1.5109213 ◽

2019 ◽

Vol 11 (6) ◽

pp. 066101

Author(s):

Yanru Song ◽

Yi Yang ◽

Zhaoshuang He ◽

Caihong Li ◽

Lian Li

Keyword(s):

Multi Objective Optimization ◽

Short Term ◽

Multi Objective ◽

Hybrid Forecasting ◽

Forecasting System ◽

Electricity Load

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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 ◽

Cited By ~ 46

Author(s):

Ping Jiang ◽

Hufang Yang ◽

Jiani Heng

Keyword(s):

Time Series ◽

Wind Speed ◽

Fuzzy Time Series ◽

Multi Objective Optimization ◽

Wind Speed Forecasting ◽

Multi Objective ◽

Hybrid Forecasting ◽

Forecasting System

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Interval forecasting system for electricity load based on data pre-processing strategy and multi-objective optimization algorithm

Applied Energy ◽

10.1016/j.apenergy.2021.117911 ◽

2022 ◽

Vol 305 ◽

pp. 117911

Author(s):

Jianzhou Wang ◽

Linyue Zhang ◽

Zhiwu Li

Keyword(s):

Optimization Algorithm ◽

Processing Strategy ◽

Multi Objective Optimization ◽

Multi Objective ◽

Forecasting System ◽

Electricity Load

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Research and application of a novel hybrid forecasting system based on multi-objective optimization for wind speed forecasting

Energy Conversion and Management ◽

10.1016/j.enconman.2017.07.065 ◽

2017 ◽

Vol 150 ◽

pp. 90-107 ◽

Cited By ~ 90

Author(s):

Pei Du ◽

Jianzhou Wang ◽

Zhenhai Guo ◽

Wendong Yang

Keyword(s):

Wind Speed ◽

Multi Objective Optimization ◽

Wind Speed Forecasting ◽

Multi Objective ◽

Hybrid Forecasting ◽

Forecasting System

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A combined forecasting system based on modified multi-objective optimization and sub-model selection strategy for short-term wind speed

Applied Soft Computing ◽

10.1016/j.asoc.2020.106463 ◽

2020 ◽

Vol 94 ◽

pp. 106463 ◽

Cited By ~ 1

Author(s):

Qingguo Zhou ◽

Chen Wang ◽

Gaofeng Zhang

Keyword(s):

Wind Speed ◽

Model Selection ◽

Selection Strategy ◽

Multi Objective Optimization ◽

Short Term ◽

Multi Objective ◽

Forecasting System ◽

Combined Forecasting

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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 ◽

Wind Speed ◽

Multivariate Time Series ◽

Multi Objective Optimization ◽

Short Term ◽

Wind Speed Forecasting ◽

Multi Objective ◽

Forecasting System

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A hybrid forecasting system based on a dual decomposition strategy and multi-objective optimization for electricity price forecasting

Applied Energy ◽

10.1016/j.apenergy.2018.11.034 ◽

2019 ◽

Vol 235 ◽

pp. 1205-1225 ◽

Cited By ~ 50

Author(s):

Wendong Yang ◽

Jianzhou Wang ◽

Tong Niu ◽

Pei Du

Keyword(s):

Electricity Price ◽

Price Forecasting ◽

Multi Objective Optimization ◽

Dual Decomposition ◽

Multi Objective ◽

Electricity Price Forecasting ◽

Hybrid Forecasting ◽

Forecasting System

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A combined forecasting system based on multi-objective optimization and feature extraction strategy for hourly PM2.5 concentration

Applied Soft Computing ◽

10.1016/j.asoc.2021.108034 ◽

2021 ◽

pp. 108034

Author(s):

Jianzhou Wang ◽

Rui Wang ◽

Zhiwu Li

Keyword(s):

Feature Extraction ◽

Multi Objective Optimization ◽

Multi Objective ◽

Forecasting System ◽

Combined Forecasting ◽

Pm2.5 Concentration

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Research and application of a hybrid forecasting framework based on multi-objective optimization for electrical power system

Energy ◽

10.1016/j.energy.2018.01.112 ◽

2018 ◽

Vol 148 ◽

pp. 59-78 ◽

Cited By ~ 81

Author(s):

Jianzhou Wang ◽

Wendong Yang ◽

Pei Du ◽

Yifan Li

Keyword(s):

Power System ◽

Electrical Power ◽

Multi Objective Optimization ◽

Electrical Power System ◽

Multi Objective ◽

Hybrid Forecasting

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Constrained Multi-objective Optimization of Short-term Crude Oil Scheduling with Dual Pipelines and Charging Tank Maintenance Requirement

Information Sciences ◽

10.1016/j.ins.2021.12.067 ◽

2021 ◽

Author(s):

Yan Hou ◽

Yixian Zhang ◽

NaiQi Wu ◽

QingHua Zhu

Keyword(s):

Crude Oil ◽

Multi Objective Optimization ◽

Short Term ◽

Maintenance Requirement ◽

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 ◽

Cited By ~ 52

Author(s):

Xinsong Niu ◽

Jiyang Wang

Keyword(s):

Wind Speed ◽

Optimization Algorithm ◽

Data Preprocessing ◽

Multi Objective Optimization ◽

Short Term ◽

Combined Model ◽

Wind Speed Forecasting ◽

Multi Objective ◽

Model Based

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