Using least squares support vector machines in short-term electrical load forecasting

2009 International Conference on Management Science and Engineering ◽

10.1109/icmse.2009.5318878 ◽

2009 ◽

Author(s):

Jian Li ◽

Zhen-huan Jiang

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Load Forecasting ◽

Support Vector ◽

Electrical Load ◽

Vector Machines ◽

Electrical Load Forecasting

Download Full-text

Short-term electrical load forecasting using least squares support vector machines

Proceedings. International Conference on Power System Technology ◽

10.1109/icpst.2002.1053540 ◽

2003 ◽

Author(s):

Li Yuancheng ◽

Fang Tingjian ◽

Yu Erkeng

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Load Forecasting ◽

Support Vector ◽

Electrical Load ◽

Vector Machines ◽

Electrical Load Forecasting

Download Full-text

Fixed-size Least Squares Support Vector Machines: A Large Scale Application in Electrical Load Forecasting

Computational Management Science ◽

10.1007/s10287-005-0003-7 ◽

2006 ◽

Vol 3 (2) ◽

pp. 113-129 ◽

Author(s):

Marcelo Espinoza ◽

Johan A. K. Suykens ◽

Bart De Moor

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Large Scale ◽

Load Forecasting ◽

Support Vector ◽

Electrical Load ◽

Vector Machines ◽

Electrical Load Forecasting

Download Full-text

Support vector machines for short-term electrical load forecasting

International Journal of Energy Research ◽

10.1002/er.787 ◽

2002 ◽

Vol 26 (4) ◽

pp. 335-345 ◽

Author(s):

Mohamed Mohandes

Keyword(s):

Support Vector Machines ◽

Load Forecasting ◽

Support Vector ◽

Electrical Load ◽

Vector Machines ◽

Electrical Load Forecasting

Download Full-text

WAVELET AND SUPPORT VECTOR MACHINES FOR SHORT-TERM ELECTRICAL LOAD FORECASTING

Wavelet Analysis and Its Applications ◽

10.1142/9789812796769_0063 ◽

2003 ◽

Author(s):

YUANCHENG LI ◽

TINGJIAN FANG

Keyword(s):

Support Vector Machines ◽

Load Forecasting ◽

Support Vector ◽

Electrical Load ◽

Vector Machines ◽

Electrical Load Forecasting

Download Full-text

Short-term power load forecasting with least squares support vector machines and wavelet transform

2008 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2008.4620629 ◽

2008 ◽

Author(s):

Qi-Song Chen ◽

Xin Zhang ◽

Shi-Huan Xiong ◽

Xiao-Wei Chen

Keyword(s):

Wavelet Transform ◽

Support Vector Machines ◽

Least Squares ◽

Load Forecasting ◽

Support Vector ◽

Vector Machines ◽

Power Load Forecasting

Download Full-text

Short-term electricity load forecasting based on feature selection and Least Squares Support Vector Machines

Knowledge-Based Systems ◽

10.1016/j.knosys.2018.08.027 ◽

2019 ◽

Vol 163 ◽

pp. 159-173 ◽

Author(s):

Ailing Yang ◽

Weide Li ◽

Xuan Yang

Keyword(s):

Feature Selection ◽

Support Vector Machines ◽

Least Squares ◽

Load Forecasting ◽

Support Vector ◽

Vector Machines ◽

Electricity Load ◽

Electricity Load Forecasting

Download Full-text

Short-Term Power Load Forecasting Using Least Squares Support Vector Machines(LS-SVM)

2009 Second International Workshop on Computer Science and Engineering ◽

10.1109/wcse.2009.663 ◽

2009 ◽

Author(s):

Junfang Wu ◽

Dongxiao Niu

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Load Forecasting ◽

Support Vector ◽

Vector Machines ◽

Power Load Forecasting

Download Full-text

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 ◽

Download Full-text

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

Download Full-text

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

Download Full-text