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ARTICLE

A Control Algorithm for the Optimization of Batch Reactor-Based Processes

Yanling Bai1,*, Feng Liu2

1 Artificial Intelligence Institute, Zhengzhou Railway Vocational & Technical College, Zhengzhou, China.
2 Cyber Security Guard, Henan Provincial Public Security Department, Zhengzhou, China.

* Corresponding Author: Yanling Bai. Email: email.

(This article belongs to the Special Issue: EFD and Heat Transfer)

Fluid Dynamics & Materials Processing 2019, 15(4), 307-319. https://doi.org/10.32604/fdmp.2019.07833

Abstract

Levenberg-Marquardt (LM) algorithm is applied for the optimization of the heat transfer of a batch reactor. The validity of the approach is verified through comparison with experimental results. It is found that the mathematical model can properly describe the heat transfer relationships characterizing the considered system, with the error being kept within ±2°C. Indeed, the difference between the actual measured values and the model calculated value curve is within ±1.5°C, which is in agreement with the model assumptions and demonstrates the reliability and effectiveness of the algorithm applied to the batch reactor heat transfer model. Therefore, the present work provides a theoretical reference for the conversion of practical problems in the field of chemical production into mathematical models.

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Cite This Article

APA Style
Bai, Y., Liu, F. (2019). A control algorithm for the optimization of batch reactor-based processes . Fluid Dynamics & Materials Processing, 15(4), 307-319. https://doi.org/10.32604/fdmp.2019.07833
Vancouver Style
Bai Y, Liu F. A control algorithm for the optimization of batch reactor-based processes . Fluid Dyn Mater Proc. 2019;15(4):307-319 https://doi.org/10.32604/fdmp.2019.07833
IEEE Style
Y. Bai and F. Liu, “A Control Algorithm for the Optimization of Batch Reactor-Based Processes ,” Fluid Dyn. Mater. Proc., vol. 15, no. 4, pp. 307-319, 2019. https://doi.org/10.32604/fdmp.2019.07833



cc Copyright © 2019 The Author(s). Published by Tech Science Press.
This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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