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A feature extraction- and ranking-based framework for electricity spot price forecasting using a hybrid deep neural network

Zhen Shao, Qingru Zheng, Chen Liu, Shuangyan Gao, Gang Wang, Yan Chu

2021Electric Power Systems Research48 citationsDOI

Topics & Concepts

Electricity price forecastingFeature selectionElectricity marketElectricityComputer scienceBiddingMean absolute percentage errorHilbert–Huang transformArtificial intelligenceVolatility (finance)Artificial neural networkEconometricsMachine learningFilter (signal processing)EngineeringEconomicsElectrical engineeringComputer visionMicroeconomicsEnergy Load and Power ForecastingElectric Power System OptimizationImage and Signal Denoising Methods
A feature extraction- and ranking-based framework for electricity spot price forecasting using a hybrid deep neural network | Litcius