Extreme Learning Machine Weights Optimization Using Genetic Algorithm In Electrical Load Forecasting

Electric load forecasting using wavelet transform and extreme learning machine

This paper proposes a novel method for load forecast, which integrates wavelet transform and extreme learning machine. In order to capture more internal features, wavelet transform is used to decompose the load series into a set of subcomponents, which are more predictable. Then all the components are separately processed by extreme learning machine. Numerical testing shows that the proposed me...

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Electricity Load Forecasting Using Machine Learning Techniques

Electricity load forecasting has become increasingly important due to the strong impact on the operational efficiency of the power system. However, the accurate load prediction remains a challenging task due to several issues such as the nonlinear character of the time series or the seasonal patterns it exhibits. A large variety of techniques have been proposed to this aim, such as statistical ...

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Electricity Load Forecasting Using Machine Learning Techniques

Electricity load forecasting has become increasingly important due to the strong impact on the operational efficiency of the power system. However, the accurate load prediction remains a challenging task due to several issues such as the nonlinear character of the time series or the seasonal patterns it exhibits. A large variety of techniques have been proposed to this aim, such as statistical ...

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Electricity Load Forecasting Using Machine Learning Techniques

Electricity load forecasting has become increasingly important due to the strong impact on the operational efficiency of the power system. However, the accurate load prediction remains a challenging task due to several issues such as the nonlinear character of the time series or the seasonal patterns it exhibits. A large variety of techniques have been proposed to this aim, such as statistical ...

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Optimization of e-Learning Model Using Fuzzy Genetic Algorithm

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Extreme Learning Machine Weights Optimization Using Genetic Algorithm In Electrical Load Forecasting

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منابع مشابه

Electric load forecasting using wavelet transform and extreme learning machine

Electricity Load Forecasting Using Machine Learning Techniques

Electricity Load Forecasting Using Machine Learning Techniques

Electricity Load Forecasting Using Machine Learning Techniques

Optimization of e-Learning Model Using Fuzzy Genetic Algorithm

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