Electricity price forecasting using Support Vector Machines by considering oil and natural gas price impacts

2015 IEEE International Conference on Smart Energy Grid Engineering (SEGE) ◽

10.1109/sege.2015.7324591 ◽

2015 ◽

Author(s):

Ali Shiri ◽

Mohammad Afshar ◽

Ashkan Rahimi-Kian ◽

Behrouz Maham

Keyword(s):

Support Vector Machines ◽

Natural Gas ◽

Electricity Price ◽

Support Vector ◽

Price Forecasting ◽

Electricity Price Forecasting ◽

Price Impacts ◽

Vector Machines ◽

Oil And Natural Gas ◽

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A hybrid model for electricity price forecasting based on least square support vector machines with combined kernel

Journal of Renewable and Sustainable Energy ◽

10.1063/1.5045172 ◽

2018 ◽

Vol 10 (5) ◽

pp. 055502 ◽

Author(s):

Yanhua Chen ◽

Min Li ◽

Yi Yang ◽

Caihong Li ◽

Yafei Li ◽

...

Keyword(s):

Support Vector Machines ◽

Hybrid Model ◽

Electricity Price ◽

Least Square ◽

Support Vector ◽

Price Forecasting ◽

Electricity Price Forecasting ◽

Vector Machines

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Next-day electricity price forecasting based on support vector machines and data mining technology

10.1109/chicc.2008.4605091 ◽

2008 ◽

Author(s):

Li Jinying ◽

Li Jinchao

Keyword(s):

Data Mining ◽

Support Vector Machines ◽

Electricity Price ◽

Support Vector ◽

Price Forecasting ◽

Mining Technology ◽

Electricity Price Forecasting ◽

Vector Machines

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Impact of Natural Gas Price on Electricity Price Forecasting in Turkish Day-Ahead Market

2019 1st Global Power, Energy and Communication Conference (GPECOM) ◽

10.1109/gpecom.2019.8778514 ◽

2019 ◽

Author(s):

Oguzhan Goktug Poyrazoglu ◽

Gokturk Poyrazoglu

Keyword(s):

Natural Gas ◽

Electricity Price ◽

Price Forecasting ◽

Electricity Price Forecasting ◽

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Day-ahead electricity price forecasting based on rolling time series and least square-support vector machine model

2011 Chinese Control and Decision Conference (CCDC) ◽

10.1109/ccdc.2011.5968342 ◽

2011 ◽

Author(s):

Jianhua Zhang ◽

Jian Han ◽

Rui Wang ◽

Guolian Hou

Keyword(s):

Time Series ◽

Support Vector Machine ◽

Support Vector Machine Model ◽

Electricity Price ◽

Least Square ◽

Support Vector ◽

Price Forecasting ◽

Machine Model ◽

Electricity Price Forecasting

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Natural Gas Load Forecasting using Fuzzy Sigmoid Kernel Support Vector Machines with Genetic Algorithms

2019 Chinese Automation Congress (CAC) ◽

10.1109/cac48633.2019.8997284 ◽

2019 ◽

Author(s):

Qiyun Liu ◽

Penglong Lian ◽

Han Liu

Keyword(s):

Genetic Algorithms ◽

Support Vector Machines ◽

Natural Gas ◽

Load Forecasting ◽

Support Vector ◽

Vector Machines ◽

Kernel Support Vector Machines

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Carbon Price Forecasting with a Hybrid ARIMA and Least Squares Support Vector Machines Methodology

Pricing and Forecasting Carbon Markets ◽

10.1007/978-3-319-57618-3_6 ◽

2017 ◽

pp. 87-107

Author(s):

Bangzhu Zhu ◽

Julien Chevallier

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Carbon Price ◽

Support Vector ◽

Price Forecasting ◽

Vector Machines

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A Comparative Study Using Deep Learning and Support Vector Regression for Electricity Price Forecasting in Smart Grids

2019 IEEE 6th International Conference on Industrial Engineering and Applications (ICIEA) ◽

10.1109/iea.2019.8715213 ◽

2019 ◽

Author(s):

Sara Atef ◽

Amr B. Eltawil

Keyword(s):

Deep Learning ◽

Comparative Study ◽

Support Vector Regression ◽

Smart Grids ◽

Electricity Price ◽

Support Vector ◽

Price Forecasting ◽

Electricity Price Forecasting

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The Combination of Autoregressive Integrated Moving Average (ARIMA) and Support Vector Machines (SVM) for Daily Rubber Price Forecasting

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/917/1/012044 ◽

2020 ◽

Vol 917 ◽

pp. 012044

Author(s):

Lai Jing Jong ◽

Shuhaida Ismail ◽

Aida Mustapha ◽

Mohd Helmy Abd Wahab ◽

Syed Zulkarnain Syed Idrus

Keyword(s):

Support Vector Machines ◽

Moving Average ◽

Support Vector ◽

Price Forecasting ◽

Autoregressive Integrated Moving Average ◽

Vector Machines

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Short-Term Electricity Price Forecasting Based on Nonparametric GARCH Residuals Correction-Least Square Support Vector Machine

Management Information and Optoelectronic Engineering ◽

10.1142/9789813202689_0006 ◽

2017 ◽

Author(s):

Yuan-Sheng Huang ◽

Shen-Hai Huang ◽

Yin-Ping Hu

Keyword(s):

Support Vector Machine ◽

Electricity Price ◽

Least Square ◽

Support Vector ◽

Price Forecasting ◽

Electricity Price Forecasting

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Carbon price forecasting with a novel hybrid ARIMA and least squares support vector machines methodology

Omega ◽

10.1016/j.omega.2012.06.005 ◽

2013 ◽

Vol 41 (3) ◽

pp. 517-524 ◽

Author(s):

Bangzhu Zhu ◽

Yiming Wei

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Carbon Price ◽

Support Vector ◽

Price Forecasting ◽

Vector Machines

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