基于SHAP-LightGBM的电动集装箱正面吊运起重机能耗分析和异常识别
郄永军,任杰,孙帅,周东才,张凡

Energy consumption analysis and anomaly identification of electric container reach stacker based on SHAP-LightGBM
Yongjun QIE,Jie REN,Shuai SUN,Dongcai ZHOU,Fan ZHANG
表2 4个能耗模型的预测精度对比
Table 2 Comparison of prediction accuracy of four energy consumption models
能耗模型

MAE/

(kW·h)

MAPE/%R2
微观行驶能耗模型0.15150.92
宏观行驶能耗模型0.21190.84
微观作业能耗模型0.14140.73
宏观作业能耗模型0.17190.65