Sensitivity, Equilibria, and Lyapunov Stability Analysis in Droop's Nonlinear Differential Equation System for Batch Operation Mode of Microalgae Culture Systems

被引:5
|
作者
Guzman-Palomino, Abraham [1 ]
Aguilera-Vazquez, Luciano [1 ]
Hernandez-Escoto, Hector [2 ]
Garcia-Vite, Pedro Martin [1 ]
机构
[1] Inst Tecnol Ciudad Madero, Tecnol Nacl Mexico, Ave 10 Mayo Esq Sor Juana Ines de la Cruz S-N Col, Ciudad Madero 89440, Mexico
[2] Univ Guanajuato, Dept Ingn Quim, Guanajuato 36000, Mexico
关键词
renewable energies; microalgae-batch culture; stability; sensitivity; Droop model; STEADY-STATE; GROWTH; CULTIVATION; ATTRACTIVENESS; PHYTOPLANKTON; CHEMOSTAT; DESIGN;
D O I
10.3390/math9182192
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Microalgae-based biomass has been extensively studied because of its potential to produce several important biochemicals, such as lipids, proteins, carbohydrates, and pigments, for the manufacturing of value-added products, such as vitamins, bioactive compounds, and antioxidants, as well as for its applications in carbon dioxide sequestration, amongst others. There is also increasing interest in microalgae as renewable feedstock for biofuel production, inspiring a new focus on future biorefineries. This paper is dedicated to an in-depth analysis of the equilibria, stability, and sensitivity of a microalgal growth model developed by Droop (1974) for nutrient-limited batch cultivation. Two equilibrium points were found: the long-term biomass production equilibrium was found to be stable, whereas the equilibrium in the absence of biomass was found to be unstable. Simulations of estimated parameters and initial conditions using literature data were performed to relate the found results to a physical context. In conclusion, an examination of the found equilibria showed that the system does not have isolated fixed points but rather has an infinite number of equilibria, depending on the values of the minimal cell quota and initial conditions of the state variables of the model. The numerical solutions of the sensitivity functions indicate that the model outputs were more sensitive, in particular, to variations in the parameters of the half saturation constant and minimal cell quota than to variations in the maximum inorganic nutrient absorption rate and maximum growth rate.
引用
收藏
页数:20
相关论文
共 12 条
  • [1] Lyapunov Stability Analysis of a String Equation Coupled With an Ordinary Differential System
    Barreau, Matthieu
    Seuret, Alexandre
    Gouaisbaut, Frederic
    Baudouin, Lucie
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 63 (11) : 3850 - 3857
  • [2] Stability analysis for uncertain differential equation by Lyapunov's second method
    Huang, Zhiyong
    Zhu, Chunliu
    Gao, Jinwu
    FUZZY OPTIMIZATION AND DECISION MAKING, 2021, 20 (01) : 129 - 144
  • [3] Stability analysis for uncertain differential equation by Lyapunov’s second method
    Zhiyong Huang
    Chunliu Zhu
    Jinwu Gao
    Fuzzy Optimization and Decision Making, 2021, 20 : 129 - 144
  • [4] Sliding mode learning control of uncertain nonlinear systems with Lyapunov stability analysis
    Kayacan, Erkan
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2019, 41 (06) : 1750 - 1760
  • [5] A Class of Vector Lyapunov Functions for Stability Analysis of Nonlinear Impulsive Differential Systems
    Zhang Qunli
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2014, 2014
  • [6] Stability Analysis of Nonlinear Hybrid System in Microbial Fed-batch Culture
    Gao, Caixia
    Feng, Jiuzai
    COMPUTATIONAL SYSTEMS BIOLOGY, 2010, 13 : 363 - 372
  • [7] The eigenvalue product bounds of the Lyapunov matrix differential equation and the stability of a class of time-varying nonlinear system
    Jianzhou Liu
    Juan Zhang
    Hao Huang
    Journal of Inequalities and Applications, 2019
  • [8] The eigenvalue product bounds of the Lyapunov matrix differential equation and the stability of a class of time-varying nonlinear system
    Liu, Jianzhou
    Zhang, Juan
    Huang, Hao
    JOURNAL OF INEQUALITIES AND APPLICATIONS, 2019, 2019 (1)
  • [9] Stability analysis of two-dimensional nonlinear systems using Lyapunov's second method
    Liu, DR
    PROCEEDINGS OF THE 35TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, 1996, : 574 - 579
  • [10] Exponential stability analysis of delayed partial differential equation systems: Applying the Lyapunov method and delay-dependent techniques
    Tian, Hao
    Basem, Ali
    Kenjrawy, Hassan A.
    Al-Rubaye, Ameer H.
    Alfalahi, Saad T. Y.
    Azarinfar, Hossein
    Khosravi, Mohsen
    Xia, Xiuyun
    HELIYON, 2024, 10 (12)