Optimization of support vector machine power load forecasting model based on data mining and Lyapunov exponents

Journal of Central South University of Technology ◽

10.1007/s11771-010-0060-0 ◽

2010 ◽

Vol 17 (2) ◽

pp. 406-412 ◽

Author(s):

Dong-xiao Niu ◽

Yong-li Wang ◽

Xiao-yong Ma

Keyword(s):

Data Mining ◽

Support Vector Machine ◽

Lyapunov Exponents ◽

Load Forecasting ◽

Support Vector ◽

Forecasting Model ◽

Model Based ◽

Power Load Forecasting

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Research of Least Square Support Vector Machine Based on Chaotic Time Series in Power Load Forecasting Model

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/11893257_108 ◽

2006 ◽

pp. 984-993 ◽

Author(s):

Wei Sun ◽

Chenguang Yang

Keyword(s):

Time Series ◽

Support Vector Machine ◽

Load Forecasting ◽

Chaotic Time Series ◽

Least Square ◽

Support Vector ◽

Forecasting Model ◽

Power Load Forecasting

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Support vector machines based on Lyapunov exponents in power load forecasting model

APCCAS 2008 - 2008 IEEE Asia Pacific Conference on Circuits and Systems ◽

10.1109/apccas.2008.4746036 ◽

2008 ◽

Author(s):

Dongxiao Niu ◽

Yongli Wang ◽

Zhihong Gu

Keyword(s):

Support Vector Machines ◽

Lyapunov Exponents ◽

Load Forecasting ◽

Support Vector ◽

Forecasting Model ◽

Vector Machines ◽

Power Load Forecasting

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A Research on Power Load Forecasting Model Based on Data Mining

IFIP International Federation for Information Processing - Research and Practical Issues of Enterprise Information Systems II ◽

10.1007/978-0-387-76312-5_65 ◽

2007 ◽

pp. 1369-1377

Author(s):

Fuyu Sun ◽

Yunshi Yang

Keyword(s):

Data Mining ◽

Load Forecasting ◽

Forecasting Model ◽

Model Based ◽

Power Load Forecasting

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A Metro Traction Power Load Forecasting Model Based on Dynamic Passenger Flow

10.1109/cieec50170.2021.9510353 ◽

2021 ◽

Author(s):

Wu Zi Yu ◽

Zhao Xing Dong ◽

Gao Hai Chun

Keyword(s):

Load Forecasting ◽

Forecasting Model ◽

Passenger Flow ◽

Model Based ◽

Power Load Forecasting ◽

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Power Load Forecasting Model Based on Knowledge Discovery for Heilongjiang Province

2009 Second International Symposium on Computational Intelligence and Design ◽

10.1109/iscid.2009.159 ◽

2009 ◽

Author(s):

Dou Quansheng ◽

Shi Zhongzhi ◽

Yang Bin ◽

Liu Zhongyao

Keyword(s):

Knowledge Discovery ◽

Load Forecasting ◽

Forecasting Model ◽

Heilongjiang Province ◽

Model Based ◽

Power Load Forecasting

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Short-Term Power Load Forecasting of Least Squares Support Vector Machine Based on Wavelet Transform and Drosophila Algorithm

Proceedings of the 2017 2nd International Conference on Education, Management Science and Economics (ICEMSE 2017) ◽

10.2991/icemse-17.2017.79 ◽

2017 ◽

Author(s):

Jian-Na Zhao ◽

Xiao-Bo He

Keyword(s):

Support Vector Machine ◽

Wavelet Transform ◽

Least Squares ◽

Load Forecasting ◽

Support Vector ◽

Power Load Forecasting

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Algorithm Optimization of Short-Term Load Forecasting Model Based on Least Square Support Vector Machine

Proceedings of the International Conference on Artificial Intelligence and Computer Vision (AICV2021) - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-76346-6_26 ◽

2021 ◽

pp. 279-287

Author(s):

Yuh-Chung Lin ◽

Shusen Kuang ◽

Kuo-Chi Chang ◽

Hui-Qiong Deng ◽

Fu-Hsiang Chang ◽

...

Keyword(s):

Support Vector Machine ◽

Load Forecasting ◽

Least Square ◽

Support Vector ◽

Forecasting Model ◽

Algorithm Optimization ◽

Model Based ◽

Short Term Load Forecasting

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Short-Term Power Load Forecasting Model Based on Fuzzy Neural Network using Improved Decision Tree

2019 IEEE Sustainable Power and Energy Conference (iSPEC) ◽

10.1109/ispec48194.2019.8975070 ◽

2019 ◽

Author(s):

Zhenxue Xie ◽

Ruogu Wang ◽

Zihao Wu ◽

Tong Liu

Keyword(s):

Neural Network ◽

Decision Tree ◽

Fuzzy Neural Network ◽

Load Forecasting ◽

Forecasting Model ◽

Model Based ◽

Power Load Forecasting ◽

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Short-term power load forecasting based on Least Squares Support Vector Machine optimized by Bare Bones Fireworks algorithm

2018 IEEE 3rd Advanced Information Technology, Electronic and Automation Control Conference (IAEAC) ◽

10.1109/iaeac.2018.8577212 ◽

2018 ◽

Author(s):

Caijia Lei ◽

Binghua Fang ◽

Hui Gao ◽

Wei Jia ◽

Wei Pan

Keyword(s):

Support Vector Machine ◽

Least Squares ◽

Load Forecasting ◽

Support Vector ◽

Fireworks Algorithm ◽

Power Load Forecasting ◽

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A hybrid load forecasting model based on support vector machine with intelligent methods for feature selection and parameter optimization

Applied Energy ◽

10.1016/j.apenergy.2020.115332 ◽

2020 ◽

Vol 279 ◽

pp. 115332

Author(s):

Yeming Dai ◽

Pei Zhao

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Parameter Optimization ◽

Load Forecasting ◽

Support Vector ◽

Forecasting Model ◽

Model Based ◽

Intelligent Methods

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