Modeling and Optimization of the Drug Extraction Production Process
Joint Authors
He, Dakuo
Wang, Zhengsong
Yang, Le
Liu, Tongshan
Yao, Yao
Mao, Zhizhong
Source
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-12-01
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract EN
Optimized control of the drug extraction production process (DEPP) aims to reduce production costs and improve economic benefit while meeting quality requirements.
However, optimization of DEPP is hampered by model uncertainty.
Thus, in this paper, a strategy that considers model uncertainty is proposed.
Mechanistic modeling of DEPP is first discussed in the context of previous work.
The predictive model used for optimization is then developed by simplifying the mechanism.
Optimization for a single extraction process is first implemented, but this is found to lead to serious wastage of herbs.
Hence, the optimization of a multiextraction process is then conducted.
To manage the uncertainty in the model, a data-driven iterative learning control method is introduced to improve the economic benefit by adjusting the operating variables.
Finally, fuzzy parameter adjustment is adopted to enhance the convergence rate of the algorithm.
The effectiveness of the proposed modeling and optimization strategy is validated through a series of simulations.
American Psychological Association (APA)
He, Dakuo& Wang, Zhengsong& Yang, Le& Liu, Tongshan& Yao, Yao& Mao, Zhizhong. 2016. Modeling and Optimization of the Drug Extraction Production Process. Scientific Programming،Vol. 2016, no. 2016, pp.1-15.
https://search.emarefa.net/detail/BIM-1118180
Modern Language Association (MLA)
He, Dakuo…[et al.]. Modeling and Optimization of the Drug Extraction Production Process. Scientific Programming No. 2016 (2016), pp.1-15.
https://search.emarefa.net/detail/BIM-1118180
American Medical Association (AMA)
He, Dakuo& Wang, Zhengsong& Yang, Le& Liu, Tongshan& Yao, Yao& Mao, Zhizhong. Modeling and Optimization of the Drug Extraction Production Process. Scientific Programming. 2016. Vol. 2016, no. 2016, pp.1-15.
https://search.emarefa.net/detail/BIM-1118180
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1118180