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Short-term individual residential load forecasting using an enhanced machine learning-based approach based on a feature engineering framework: A comparative study with deep learning methods

Ali Forootani, Mohammad Rastegar, Ashkan Sami

2022Electric Power Systems Research33 citationsDOI

Topics & Concepts

Machine learningArtificial intelligenceComputer scienceInterpretabilityFeature selectionFeature engineeringBenchmarkingOutlierFeature (linguistics)Feature extractionDeep learningSupport vector machineAnomaly detectionData pre-processingData miningMarketingBusinessPhilosophyLinguisticsEnergy Load and Power ForecastingImage and Signal Denoising MethodsTraffic Prediction and Management Techniques
Short-term individual residential load forecasting using an enhanced machine learning-based approach based on a feature engineering framework: A comparative study with deep learning methods | Litcius