Application of Least Squares Support Vector Machine(LS-SVM) Based on Time Series in Power System Monthly Load Forecasting

2011 Asia-Pacific Power and Energy Engineering Conference ◽

10.1109/appeec.2011.5748632 ◽

2011 ◽

Author(s):

De-yue Men ◽

Wen-ying Liu

Keyword(s):

Time Series ◽

Support Vector Machine ◽

Power System ◽

Least Squares ◽

Load Forecasting ◽

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Short-Term Load Forecasting in Power System Using Least Squares Support Vector Machine

Computational Intelligence, Theory and Applications ◽

10.1007/3-540-34783-6_13 ◽

2006 ◽

pp. 117-126 ◽

Author(s):

Ganyun LV ◽

Xiaodong Wang ◽

Yuanyuan Jin

Keyword(s):

Support Vector Machine ◽

Power System ◽

Least Squares ◽

Load Forecasting ◽

Support Vector ◽

Short Term Load Forecasting

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Electric Load Forecasting Based on a Least Squares Support Vector Machine with Fuzzy Time Series and Global Harmony Search Algorithm

Energies ◽

10.3390/en9020070 ◽

2016 ◽

Vol 9 (2) ◽

pp. 70 ◽

Author(s):

Yan Chen ◽

Wei-Chiang Hong ◽

Wen Shen ◽

Ning Huang

Keyword(s):

Time Series ◽

Support Vector Machine ◽

Least Squares ◽

Search Algorithm ◽

Harmony Search ◽

Load Forecasting ◽

Harmony Search Algorithm ◽

Fuzzy Time Series ◽

Support Vector ◽

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A novel recursive modal parameter estimator for operational time-varying structural dynamic systems based on least squares support vector machine and time series model

Computers & Structures ◽

10.1016/j.compstruc.2019.106173 ◽

2020 ◽

Vol 229 ◽

pp. 106173 ◽

Author(s):

Jie Kang ◽

Li Liu ◽

Si-Da Zhou ◽

Da-Yu Wang ◽

Yuan-Chen Ma

Keyword(s):

Time Series ◽

Support Vector Machine ◽

Least Squares ◽

Dynamic Systems ◽

Support Vector ◽

Time Varying ◽

Modal Parameter ◽

Parameter Estimator ◽

Structural Dynamic ◽

Operational Time

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Short-Term Load Forecasting Based on Wavelet Transform and Least Squares Support Vector Machine Optimized by Improved Cuckoo Search

Energies ◽

10.3390/en9100827 ◽

2016 ◽

Vol 9 (10) ◽

pp. 827 ◽

Author(s):

Yi Liang ◽

Dongxiao Niu ◽

Minquan Ye ◽

Wei-Chiang Hong

Keyword(s):

Support Vector Machine ◽

Wavelet Transform ◽

Least Squares ◽

Load Forecasting ◽

Cuckoo Search ◽

Support Vector ◽

Short Term 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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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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Power System Early Warning Mechanism based on Least Squares Support Vector Machine

Journal of Convergence Information Technology ◽

10.4156/jcit.vol8.issue9.72 ◽

2013 ◽

Vol 8 (9) ◽

pp. 577-584

Author(s):

Luo Zhikun ◽

Liu Xiaoxiao ◽

Guo Xinze ◽

Qi Wenhui ◽

Lian Guohai ◽

...

Keyword(s):

Support Vector Machine ◽

Power System ◽

Least Squares ◽

Early Warning ◽

Support Vector ◽

Early Warning Mechanism

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Prediction of water quality time series data based on least squares support vector machine

Procedia Engineering ◽

10.1016/j.proeng.2012.01.1162 ◽

2012 ◽

Vol 31 ◽

pp. 1194-1199 ◽

Author(s):

Guohua Tan ◽

Jianzhuo Yan ◽

Chen Gao ◽

Suhua Yang

Keyword(s):

Water Quality ◽

Time Series ◽

Support Vector Machine ◽

Least Squares ◽

Time Series Data ◽

Series Data ◽

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A time series model based on hybrid-kernel least-squares support vector machine for short-term wind power forecasting

ISA Transactions ◽

10.1016/j.isatra.2020.09.002 ◽

2020 ◽

Author(s):

Min Ding ◽

Hao Zhou ◽

Hua Xie ◽

Min Wu ◽

Kang-Zhi Liu ◽

...

Keyword(s):

Time Series ◽

Support Vector Machine ◽

Least Squares ◽

Time Series Model ◽

Support Vector ◽

Wind Power Forecasting ◽

Model Based ◽

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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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