학술논문

Modelling and Economic Optimal Control for a Laboratory-scale Continuous Stirred Tank Reactor for Single-cell Protein Production
Document Type
Conference
Source
2023 European Control Conference (ECC) Control Conference (ECC), 2023 European. :1-6 Jun, 2023
Subject
Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Economics
Proteins
Biological system modeling
Optimal control
Production
Mathematical models
Numerical models
Language
Abstract
In this paper, we present a novel kinetic growth model for the micro-organism Methytococcus capsutatus (Bath) that couples growth and pH. We apply growth kinetics in a model for single-cell protein production in a laboratory scale continuous stirred tank reactor inspired by a physical laboratory fermentor. The model contains a set of differential algebraic equations describing growth and pH-dynamics in the system. We present a method of simulation that ensures non-negativity in the state and algebraic variables. Additionally, we introduce linear scaling of the algebraic equations and variables for numerical stability in Newton’s method. Finally, we conduct a numerical experiment of economic optimal control for single-cell protein production in the laboratory-scale reactor. The numerical experiment shows non-trivial input profiles for biomass growth and pH tracking.