An adaptive fuzzy combination model based on self-organizing map and support vector regression for electric load forecasting

Energy ◽

10.1016/j.energy.2011.10.034 ◽

2012 ◽

Vol 37 (1) ◽

pp. 657-664 ◽

Author(s):

Jinxing Che ◽

Jianzhou Wang ◽

Guangfu Wang

Keyword(s):

Support Vector Regression ◽

Load Forecasting ◽

Support Vector ◽

Electric Load ◽

Self Organizing Map ◽

Combination Model ◽

Adaptive Fuzzy ◽

Model Based ◽

Self Organizing ◽

Electric Load Forecasting

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An incremental electric load forecasting model based on support vector regression

Energy ◽

10.1016/j.energy.2016.07.092 ◽

2016 ◽

Vol 113 ◽

pp. 796-808 ◽

Author(s):

YouLong Yang ◽

JinXing Che ◽

YanYing Li ◽

YanJun Zhao ◽

SuLing Zhu

Keyword(s):

Support Vector Regression ◽

Load Forecasting ◽

Support Vector ◽

Forecasting Model ◽

Electric Load ◽

Model Based ◽

Electric Load Forecasting

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Optimal training subset in a support vector regression electric load forecasting model

Applied Soft Computing ◽

10.1016/j.asoc.2011.12.017 ◽

2012 ◽

Vol 12 (5) ◽

pp. 1523-1531 ◽

Author(s):

JinXing Che ◽

JianZhou Wang ◽

YuJuan Tang

Keyword(s):

Support Vector Regression ◽

Load Forecasting ◽

Support Vector ◽

Forecasting Model ◽

Electric Load ◽

Training Subset ◽

Electric Load Forecasting

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Electric load forecasting by complete ensemble empirical mode decomposition adaptive noise and support vector regression with quantum-based dragonfly algorithm

Nonlinear Dynamics ◽

10.1007/s11071-019-05252-7 ◽

2019 ◽

Vol 98 (2) ◽

pp. 1107-1136 ◽

Author(s):

Zichen Zhang ◽

Wei-Chiang Hong

Keyword(s):

Support Vector Regression ◽

Empirical Mode Decomposition ◽

Load Forecasting ◽

Ensemble Empirical Mode Decomposition ◽

Support Vector ◽

Electric Load ◽

Dragonfly Algorithm ◽

Mode Decomposition ◽

Adaptive Noise ◽

Electric Load Forecasting

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A Hybrid Seasonal Mechanism with a Chaotic Cuckoo Search Algorithm with a Support Vector Regression Model for Electric Load Forecasting

Energies ◽

10.3390/en11041009 ◽

2018 ◽

Vol 11 (4) ◽

pp. 1009 ◽

Author(s):

Yongquan Dong ◽

Zichen Zhang ◽

Wei-Chiang Hong

Keyword(s):

Regression Model ◽

Support Vector Regression ◽

Search Algorithm ◽

Load Forecasting ◽

Cuckoo Search ◽

Cuckoo Search Algorithm ◽

Support Vector ◽

Electric Load ◽

Support Vector Regression Model ◽

Electric Load Forecasting

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Support Vector Regression Model Based on Empirical Mode Decomposition and Auto Regression for Electric Load Forecasting

Energies ◽

10.3390/en6041887 ◽

2013 ◽

Vol 6 (4) ◽

pp. 1887-1901 ◽

Author(s):

Guo-Feng Fan ◽

Shan Qing ◽

Hua Wang ◽

Wei-Chiang Hong ◽

Hong-Juan Li

Keyword(s):

Regression Model ◽

Support Vector Regression ◽

Empirical Mode Decomposition ◽

Load Forecasting ◽

Support Vector ◽

Electric Load ◽

Support Vector Regression Model ◽

Model Based ◽

Mode Decomposition ◽

Auto Regression

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Sequential grid approach based support vector regression for short-term electric load forecasting

Applied Energy ◽

10.1016/j.apenergy.2019.01.127 ◽

2019 ◽

Vol 238 ◽

pp. 1010-1021 ◽

Author(s):

Youlong Yang ◽

Jinxing Che ◽

Chengzhi Deng ◽

Li Li

Keyword(s):

Support Vector Regression ◽

Load Forecasting ◽

Support Vector ◽

Electric Load ◽

Grid Approach ◽

Electric Load Forecasting

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The potentiality of support vector regression with immune algorithm for regional electric load forecasting

2007 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2007.4371347 ◽

2007 ◽

Author(s):

Wei-Chiang Hong ◽

Shao-Lun Lee ◽

Chien-Yuan Lai ◽

Yi-Hsien Wu ◽

Kuo-Liang Wang

Keyword(s):

Support Vector Regression ◽

Load Forecasting ◽

Immune Algorithm ◽

Support Vector ◽

Electric Load ◽

Electric Load Forecasting

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Support Vector Regression with Multi-Strategy Artificial Bee Colony Algorithm for Annual Electric Load Forecasting

Proceedings of the Fifth Euro-China Conference on Intelligent Data Analysis and Applications - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-03766-6_65 ◽

2018 ◽

pp. 576-585

Author(s):

Siyang Zhang ◽

Fangjun Kuang ◽

Rong Hu

Keyword(s):

Support Vector Regression ◽

Artificial Bee Colony Algorithm ◽

Artificial Bee Colony ◽

Load Forecasting ◽

Support Vector ◽

Electric Load ◽

Electric Load Forecasting

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An Electric Load Forecasting Scheme for University Campus Buildings Using Artificial Neural Network and Support Vector Regression

KIPS Transactions on Computer and Communication Systems ◽

10.3745/ktccs.2016.5.10.293 ◽

2016 ◽

Vol 5 (10) ◽

pp. 293-302 ◽

Author(s):

Jihoon Moon ◽

Sanghoon Jun ◽

Jinwoong Park ◽

Young-Hwan Choi ◽

Eenjun Hwang

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Support Vector Regression ◽

Load Forecasting ◽

Support Vector ◽

Electric Load ◽

University Campus ◽

Artificial Neural ◽

Electric Load Forecasting

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Support Vector Regression with Chaotic Hybrid Algorithm in Cyclic Electric Load Forecasting

Advances in Intelligent and Soft Computing - Proceedings of the International Conference on Soft Computing for Problem Solving (SocProS 2011) December 20-22, 2011 ◽

10.1007/978-81-322-0487-9_79 ◽

2012 ◽

pp. 833-846

Author(s):

Wei-Chiang Hong ◽

Yucheng Dong ◽

Li-Yueh Chen ◽

B. K. Panigrahi ◽

Shih-Yung Wei

Keyword(s):

Support Vector Regression ◽

Hybrid Algorithm ◽

Load Forecasting ◽

Support Vector ◽

Electric Load ◽

Electric Load Forecasting

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