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 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 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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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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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 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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A Combined Model Based on Neural Networks, LSSVM and Weight Coefficients Optimization for Short-Term Electric Load Forecasting

Web-Age Information Management - Lecture Notes in Computer Science ◽

10.1007/978-3-319-47121-1_10 ◽

2016 ◽

pp. 109-121 ◽

Author(s):

Caihong Li ◽

Zhaoshuang He ◽

Yachen Wang

Keyword(s):

Neural Networks ◽

Load Forecasting ◽

Electric Load ◽

Combined Model ◽

Model Based ◽

Weight Coefficients ◽

Electric 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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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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The Evolutionary Deep Learning Model for Electrical Load Forecasting

2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics) ◽

10.1109/ithings-greencom-cpscom-smartdata-cybermatics50389.2020.00147 ◽

2020 ◽

Author(s):

Fei Peng ◽

Dan Li ◽

Tianyu An ◽

Hanjun Wang ◽

Changyi Tian ◽

...

Keyword(s):

Deep Learning ◽

Load Forecasting ◽

Learning Model ◽

Electrical Load ◽

Electrical Load Forecasting ◽

Deep Learning Model

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