基于集成学习的电动汽车充电站超短期负荷预测

李恒杰, 朱江皓, 傅晓飞, 方陈, 梁达明, 周云

Ultra-Short-Term Load Forecasting of Electric Vehicle Charging Stations Based on Ensemble Learning

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表2 16种不同算法基础回归器框架的名称与简称

Tab.2 Names and abbreviations of 16 basic regression frameworks of different algorithms

序号 算法名称 简称 1 Light Gradient Boosting Machin LGBM 2 Extra Trees Regressor Et 3 Random Forest Rf 4 Gradient Boosting Regressor Gbr 5 Decision Tree Dt 6 Bayesian Ridge Br 7 Ridge Regression Ridge 8 AdaBoost Regressor Ada 9 Lasso Regression Lasso 10 Linear Regression Lr 11 Elastic Net En 12 Orthogonal Matching Pursuit Omp 13 Lasso Least Angle Regression Llar 14 K Neighbors Regressor Knr 15 Huber Regressor Huber 16 Passive Aggressive Regressor Par