基于时间粒的铝电解过热度预测模型

郭英杰,胡峰,于洪,张红亮

Prediction model of superheat in aluminum electrolysis based on time granularity

Yingjie Guo,Feng Hu,Hong Yu,Hongliang Zhang

表7 各个模型的F?Score值对比

Table 7 F?Score values for each model

Dataset PMBTG?RF PMBTG?XGB PMBTG?J48 PMBTG?IBK RDNF?RF SMM 5?aeData 0.7819 0.8018 0.7052 0.7502 0.5605 0.3064 10?aeData 0.7751 0.7939 0.6987 0.7433 0.6032 0.3573 30?aeData 0.7941 0.8103 0.7099 0.7707 0.6452 0.4377 50?aeData 0.8044 0.8269 0.7236 0.7799 0.6759 0.5388