A multi-source feature engineering-enhanced framework for mid-to-long-term EV charging load forecasting: Integrating self-adaptive optimization and BiLSTM-iTransformer predictor
Xiaonan Shen, Junjie Shen, Yuting Zhang, Haoyu Wu, Yang Wang
Topics & Concepts
Benchmark (surveying)Key (lock)Computer scienceFeature (linguistics)HyperparameterComponent (thermodynamics)Hyperparameter optimizationNoise (video)GeneralizationGridData miningPrincipal component analysisArtificial intelligenceMachine learningEnergy (signal processing)Power (physics)Global optimizationSmart gridPattern recognition (psychology)Robustness (evolution)Real-time computingEngineeringElectric power systemFeature extractionEfficient energy useCore (optical fiber)Load profileEnergy Load and Power ForecastingTraffic Prediction and Management TechniquesVehicle emissions and performance