RBF-ARX model·based optimal control method for moisture content in output dried cut tobacco

Wang, Xiaofei and Peng, Xiaoyan and Yang, Yubo and Peng, Hui and Ruan, Wenjie (2014) RBF-ARX model·based optimal control method for moisture content in output dried cut tobacco. Tobacco Science and Technology, 2014 (1). pp. 26-30. ISSN 1002-0861

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Abstract

In PID and feedforward control systems, the control loops for moisture content in dried cut tobacco are relatively independent of each other, low in control precision, poor in coordination and hard to be integrated into a full closed-loop automatic control. A model-based predictive control method was proposed, the model of the dynamic characters of drying process was created by RBF-ARX model. According to production process and technology, drying process was divided into 3 stages (start, middle and finish stages), and controlled by model-based optimized setting or predictive control method separately. To obtain optimal technical parameters, the combined influence of cylinder temperature and moisture exhaust acted at the same time on the moisture content of tobacco was taken into account. The results of application showed that: 1) The drying process was automatically controlled, and interference became unnecessary. 2) The moisture content in tobacco at start and finish stages was controlled within the set value ± 0.5%, at middle stage was controlled within the set value ± 0.2% with the standard diviation of no more than 0.10%, and the fluctuation of moisture content caused by various disturbances could be restrained quickly. 3) The amounts of over-dried tobacco at start and finish stages in a drying operation were less than 0.27% and 0.28% of throughput; the waste and breakage of tobacco reduced. The model-based predictive control method was better than controlling cylinder temperature and moisture exhaust independently, and better fit the requirements of industrial application.

Item Type:
Journal Article
Journal or Publication Title:
Tobacco Science and Technology
Uncontrolled Keywords:
/dk/atira/pure/subjectarea/asjc/1100/1101
Subjects:
ID Code:
133239
Deposited By:
Deposited On:
30 Apr 2019 08:35
Refereed?:
Yes
Published?:
Published
Last Modified:
19 Aug 2020 05:22