Related Experiment Video
Updated: Jul 4, 2026

Automated Microbial Cultivation and Adaptive Evolution using Microbial Microdroplet Culture System (MMC)
Published on: February 18, 2022
Control of Escherichia coli-Candida utilis continuous, competitive mixed-culture system using the dynamic matrix
C F Goochee1, R T Hatch, T W Cadman
1Department of Chemical and Nuclear Engineering, University of Maryland, College Park, Maryland 20742, USA.
Researchers controlled a mixed culture of yeast (Candida utilis) and bacteria (Escherichia coli) using dynamic matrix control (DMC). This study successfully stabilized the microbial community at a metastable equilibrium point via automatic control.
Area of Science:
- Microbiology
- Biotechnology
- Control Engineering
Background:
- Mixed microbial cultures are crucial in industrial biotechnology.
- Maintaining stable populations in competitive cultures is challenging.
- Previous methods lacked precise control over metastable states.
Purpose of the Study:
- To investigate the automatic control of a continuous, competitive mixed culture.
- To stabilize the microbial community at a metastable equilibrium point.
- To demonstrate the application of advanced control algorithms in microbial systems.
Main Methods:
- Utilized a modified dynamic matrix control (DMC) algorithm.
- Tested the DMC algorithm in a simulated environment.
- Successfully implemented the DMC algorithm for real-time control.
Main Results:
- Achieved precise control over the continuous, competitive mixed culture.
- Successfully located and stabilized the mixed culture at a metastable equilibrium.
- Demonstrated the feasibility of automatic control for complex microbial consortia.
Conclusions:
- The modified DMC algorithm is effective for controlling mixed microbial cultures.
- Automatic control can stabilize microbial communities at metastable points.
- This work pioneers the use of control engineering for microbial consortia management.
Related Concept Videos
Methods for Controlling Microbial Growth
Batch vs Continuous Culture
Bioreactor Controls-III
Bioreactor Controls-I
Bioreactor Controls-II

