Application of a hybrid model on short‐term load forecasting based on support vector machines (SVM)

New Zealand Journal of Agricultural Research ◽

10.1080/00288230709510324 ◽

2007 ◽

Vol 50 (5) ◽

pp. 567-572 ◽

Author(s):

Limin Ao ◽

Yongchun Wang ◽

Qian Zhang

Keyword(s):

Support Vector Machines ◽

Hybrid Model ◽

Load Forecasting ◽

Support Vector ◽

Vector Machines ◽

Short Term Load Forecasting

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A comparison of artificial neural networks and support vector machines for short-term load forecasting using various load types

2017 IEEE Manchester PowerTech ◽

10.1109/ptc.2017.7980814 ◽

2017 ◽

Author(s):

Glen Mitchell ◽

Sanjay Bahadoorsingh ◽

Neil Ramsamooj ◽

Chandrabhan Sharma

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Support Vector Machines ◽

Load Forecasting ◽

Support Vector ◽

Vector Machines ◽

Short Term Load Forecasting ◽

Artificial Neural ◽

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Integrated architecture for short term load forecasting using support vector machines

2008 40th North American Power Symposium ◽

10.1109/naps.2008.5307343 ◽

2008 ◽

Author(s):

Amit Jain ◽

B. Satish

Keyword(s):

Support Vector Machines ◽

Load Forecasting ◽

Support Vector ◽

Vector Machines ◽

Short Term Load Forecasting ◽

Integrated Architecture

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Short-Term Load Forecasting Based on Fuzzy C-Mean Clustering and Weighted Support Vector Machines

Third International Conference on Natural Computation (ICNC 2007) ◽

10.1109/icnc.2007.659 ◽

2007 ◽

Author(s):

Guo-sheng Hu ◽

Feng-feng Zhu ◽

You-zhi Zhang

Keyword(s):

Support Vector Machines ◽

Load Forecasting ◽

Support Vector ◽

Vector Machines ◽

Short Term Load Forecasting

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Support vector machines with similar day’s training sample application in short-term load forecasting

2008 Third International Conference on Electric Utility Deregulation and Restructuring and Power Technologies ◽

10.1109/drpt.2008.4523593 ◽

2008 ◽

Author(s):

Cai Chang-chun ◽

Wu Min

Keyword(s):

Support Vector Machines ◽

Load Forecasting ◽

Training Sample ◽

Support Vector ◽

Vector Machines ◽

Short Term Load Forecasting ◽

Sample Application ◽

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Power System Short-Term Load Forecasting Based on Improved Support Vector Machines

2008 International Symposium on Knowledge Acquisition and Modeling ◽

10.1109/kam.2008.68 ◽

2008 ◽

Author(s):

Wenbin Ma

Keyword(s):

Support Vector Machines ◽

Power System ◽

Load Forecasting ◽

Support Vector ◽

Vector Machines ◽

Short Term Load Forecasting

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Short-term load forecasting using multiple support vector machines based on fuzzy clustering

2009 Chinese Control and Decision Conference ◽

10.1109/ccdc.2009.5192735 ◽

2009 ◽

Author(s):

Gaorong ◽

Liu Xiao-hua

Keyword(s):

Support Vector Machines ◽

Fuzzy Clustering ◽

Load Forecasting ◽

Support Vector ◽

Vector Machines ◽

Short Term Load Forecasting ◽

Multiple Support ◽

Multiple Support Vector Machines

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Short-term load forecasting based on support vector machines regression

2005 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2005.1527695 ◽

2005 ◽

Author(s):

Ming-Guang Zhang

Keyword(s):

Support Vector Machines ◽

Load Forecasting ◽

Support Vector ◽

Vector Machines ◽

Short Term Load Forecasting

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Clustering based Short Term Load Forecasting using Support Vector Machines

2009 IEEE Bucharest PowerTech ◽

10.1109/ptc.2009.5282144 ◽

2009 ◽

Author(s):

Amit Jain ◽

B. Satish

Keyword(s):

Support Vector Machines ◽

Load Forecasting ◽

Support Vector ◽

Vector Machines ◽

Short Term Load Forecasting

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Short-term load forecasting for city holidays based on genetic support vector machines

2011 International Conference on Electrical and Control Engineering ◽

10.1109/iceceng.2011.6057627 ◽

2011 ◽

Author(s):

Yuanzhe Cai ◽

Qing Xie ◽

Chengqiang Wang ◽

Fangcheng Lu

Keyword(s):

Support Vector Machines ◽

Load Forecasting ◽

Support Vector ◽

Vector Machines ◽

Short Term Load Forecasting

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Short term load forecasting using semi-parametric method and support vector machines

AFRICON 2009 ◽

10.1109/afrcon.2009.5308213 ◽

2009 ◽

Author(s):

J.A. Jordaan ◽

A. Ukil

Keyword(s):

Support Vector Machines ◽

Parametric Method ◽

Load Forecasting ◽

Support Vector ◽

Vector Machines ◽

Short Term Load Forecasting

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