Differential Evolution and fuzzy inference system for modeling multiphase flow in bubble column reactors

• Post by: meisambaba
• October 28, 2022
• No Comment

Project Targets

• To develop the differential evolution with a fuzzy inference system (DEFIS) to predict air velocity.
• To adjust the differential evolution parameters for the best intelligence.
• To derive a correlation for air velocity calculation as a function of nodes locations, time, and water velocity.

Project Targets

• To develop the differential evolution with a fuzzy inference system (DEFIS) to predict air velocity.
• To adjust the differential evolution parameters for the best intelligence.
• To derive a correlation for air velocity calculation as a function of nodes locations, time, and water velocity.

 

Collaborators

This project collaborated with several researchers from various reputable universities, such as Ton Duc Thang University, South Ural State University, and Duy Tan University.

Project outcomes

• Codes development for the differential evolution-based fuzzy inference system (DEFIS).
• ISI paper published in Q1 journal of Scientific Reports with the title of “High‑performance hybrid modeling chemical reactors using differential evolution based fuzzy inference system.”
• DOI: https://doi.org/10.1038/s41598-020-78277-3

Findings