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Self-Learning and Its Application to Laminar Cooling Model of Hot Rolled Strip 被引量:16

Self-Learning and Its Application to Laminar Cooling Model of Hot Rolled Strip
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摘要 The mathematical model for online controlling hot rolled steel cooling on run-out table (ROT for abbreviation) was analyzed, and water cooling is found to be the main cooling mode for hot rolled steel. The calculation of the drop in strip temperature by both water cooling and air cooling is summed up to obtain the change of heat transfer coefficient. It is found that the learning coefficient of heat transfer coefficient is the kernel coefficient of coiler temperature control (CTC) model tuning. To decrease the deviation between the calculated steel temperature and the measured one at coiler entrance, a laminar cooling control self-learning strategy is used. Using the data acquired in the field, the results of the self-learning model used in the field were analyzed. The analyzed results show that the self-learning function is effective. The mathematical model for online controlling hot rolled steel cooling on run-out table (ROT for abbreviation) was analyzed, and water cooling is found to be the main cooling mode for hot rolled steel. The calculation of the drop in strip temperature by both water cooling and air cooling is summed up to obtain the change of heat transfer coefficient. It is found that the learning coefficient of heat transfer coefficient is the kernel coefficient of coiler temperature control (CTC) model tuning. To decrease the deviation between the calculated steel temperature and the measured one at coiler entrance, a laminar cooling control self-learning strategy is used. Using the data acquired in the field, the results of the self-learning model used in the field were analyzed. The analyzed results show that the self-learning function is effective.
出处 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2007年第4期11-14,共4页
基金 Item Sponsored by National Natural Science Foundation of China(50474016)
关键词 laminar cooling hot rolled strip SELF-LEARNING process control model laminar cooling hot rolled strip self-learning process control model
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二级参考文献2

  • 1Auzinger D. Rencent Development in Process Optimization for Laminar Cooling in Hot Strip Mills. Ironmaking and Steelmaking, 1996,23 ( 1 ) : 84 - 87. 被引量:1
  • 2Henrich L, Holz R, Neppe G K. Physically Based Cooling Line Model to Meet Growing Demands in Temperature and Flexibility. Ironmaking and Steelmaking, 1996,23 ( 1 ) : 79- 81. 被引量:1

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