2024/9/18 16:43:38 BAI Jifei,LI Kanghao,PAN Lei,HAN Yulin,MAN Yi 7true 2024/9/18 16:43:39 MA Yayun,HONG Mengna,LI Jigeng,HE Zhenglei,MAN Yi 6true 2024/9/18 16:43:41 LI Chao,XU Kai,SUN Fuming,CHAI Ning,ZHANG Pu,OU Zhenhua,CHEN Yijian 5true 2024/3/26 0:00:00 ZENG Zhiqiang,CAI Wenqing 4true σ principle and box plots； then the model used the data of pre-sizing quantitatively and winding speed， and realized the classification of different production states by combining with the K-Means clustering algorithm； finally， in view of the different production states， the model compared the economic indexes calculation models established by T-PLS and PLS， and choosed energy efficiency non-optimal reason tracing model based on the T-PLS-GRA in paper drying process. The model was verified with the real-time production data of a paper mill in China， and the results showed that the model judged the industrial production state process based on the economic indexes， and the prediction accuracy rate of the non-optimal process was 77.7%， which can better track the change process of the running state of the equipment in the papermaking process. The model can trace the reasons for the non-optimal state and the frequency of occurrence of the largest contributing variable in the non-optimal production state during the whole working process， which provides a reference basis for the enterprise to improve the process and optimize the energy saving.]]> 2024/3/26 0:00:00 DAI Jingbo,CHEN Xiaobin,FANG Ziyan,ZHENG Qifu,ZHANG Yao,ZHANG Min,DONG Yunyuan,LIAO Jianming 3true 2024/3/26 0:00:00 DANG Shihong,YU Dongwei,LI Minghui 2true 2024/3/26 0:00:00 ZHANG Jihong 1true