DEVELOPMENT AND IMPLEMENTATION OF AN AUTOMATED CONTROL SYSTEM FOR SUGAR EXTRACTION FROM WHEAT STRAW BASED ON MATHEMATICAL MODELING OF ACID AND ENZYMATIC HYDROLYSIS
https://doi.org/10.53360/2788-7995-2026-2(22)-5
Abstract
The study presents the development and experimental verification of an automated control system for the two-stage hydrolysis of wheat straw, implemented through the integration of a dynamic kinetic model into a model predictive control framework. The control object is characterized by nonlinear dynamics, the presence of technological constraints, and sensitivity to variations in feedstock composition, including cellulose, hemicellulose, and lignin content, which justifies the application of predictive control methods.
The structure of the control system is based on a hierarchical architecture: local PID controllers ensure stabilization of temperature and pH conditions, while model predictive control optimizes control actions according to the criterion of maximizing sugar yield under constraints on temperature, pressure, and processing time. The mathematical model includes the kinetics of acid hydrolysis (hemicellulose-xylosefurfural) and the enzymatic stage based on a modified Michaelis-Menten equation accounting for enzyme inhibition and deactivation.
Control is implemented using a discrete state-space model with a time step of 1 minute, taking into account transient processes. The system is implemented on a programmable logic controller platform with SCADA integration for data acquisition and visualization. Experimental validation demonstrated an increase in sugar yield up to 76-85%, a reduction in the coefficient of variation to 4%, a decrease in inhibitor concentration, reduced stabilization time and energy consumption, as well as robustness to disturbances and variations in feedstock composition.
About the Authors
R. S. BekbayevaKazakhstan
Roza Bekbayeva – PhD in Technical Sciences, Associate Professor of the Department of Automation and Information Technologies,
071412, Semey, 20А Glinka Street
M. D. Sarbayeva
Kazakhstan
Meruert Sarbayeva – PhD student of the Department of Automation and Information Technologies,
071412, Semey, 20А Glinka Street
K. S. Bekbayev
Kazakhstan
Kairat Bekbayev – PhD in Technical Sciences, Associate Professor, Head of the Department of Bioengineering Systems,
071412, Semey, 20А Glinka Street
G. B. Abdilova
Kazakhstan
Galiya Abdilova – PhD in Technical Sciences, Associate Professor of the Department of Bioengineering Systems,
071412, Semey, 20А Glinka Street
N. A. Aimanbetov
Kazakhstan
Nurgeldi Aimanbetov – PhD student of the Department of Bioengineering Systems,
071412, Semey, 20А Glinka Street
References
1. Lignocellulosic biomass to bioethanol: a comprehensive review with a focus on pretreatment / S.H. Mood et al // Renewable and Sustainable Energy Reviews. – 2013. – Vol. 27. – P. 77-93. (In English).
2. The role of pretreatment in improving the enzymatic hydrolysis of lignocellulosic materials / S. Sun et al // Bioresource Technology. – 2016. – Vol. 199. – P. 49-58. (In English).
3. Acid hydrolysis of wheat straw: A kinetic study / E. Guerra-Rodríguez et al // Biomass and Bioenergy. – 2012. – Vol. 36. – P. 346-355. (In English).
4. A review on delignification of lignocellulosic biomass for enhancement of ethanol production potential / R. Singh et al // Renewable and Sustainable Energy Reviews. – 2014. – Vol. 32. – P. 713- 728. (In English).
5. Enzymatic hydrolysis of lignocellulosic biomass / H. Ostby et al // Journal of Industrial Microbiology & Biotechnology. – 2020. – Vol. 47. P. 623-657. (In English).
6. Areeya S. Model predictive control of enzymatic hydrolysis reactor / S. Areeya, M. Sriariyanun // Springer. Lecture Notes in Networks and Systems. – 2021. – Vol. 251, E3. – P. 257-266. (In English).
7. Development of novel bioreactor control systems based on smart sensors and actuators / B. Wang et al // Frontiers in Bioengineering and Biotechnology. – 2020. – Vol. 8. – Article 7. (In English).
8. Evstafev S.N. Aktivatsiya polisakharidov solomy pshenitsy dlya fermentativnogo gidroliza metodom vysokotemperaturnogo ehtanoliza / S.N. Evstafev, E.S. Fomina // Biotekhnologiya. – 2024. – Vol. 40, № 2. – S. 62-67. (In Russian).
9. Chemeris O.V. Fermentativnyi gidroliz solomy pshenitsy i yachmenya preparatom tsellyulaz griba Irpex lacteus / O.V. Chemeris // Problemy ehkologii i okhrany prirody tekhnogennogo regiona. – 2025. – № 1. – S. 70-74. (In Russian).
10. Kedelbaev B.Sh. Poluchenie polisakharidov iz pshenichnoi solomy / B.Sh. Kedelbaev // Arkhivarius. – 2016. – № 5(9). – S. 623-657. (In Russian).
Review
For citations:
Bekbayeva R.S., Sarbayeva M.D., Bekbayev K.S., Abdilova G.B., Aimanbetov N.A. DEVELOPMENT AND IMPLEMENTATION OF AN AUTOMATED CONTROL SYSTEM FOR SUGAR EXTRACTION FROM WHEAT STRAW BASED ON MATHEMATICAL MODELING OF ACID AND ENZYMATIC HYDROLYSIS. Bulletin of Shakarim University. Technical Sciences. 2026;(2(22)):50-58. (In Russ.) https://doi.org/10.53360/2788-7995-2026-2(22)-5
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