- search hit 1 of 1
Prediction of flow characteristics in the bubble column reactor by the artificial pheromone-based communication of biological ants
- A novel combination of the ant colony optimization algorithm (ACO)and computational fluid dynamics (CFD) data is proposed for modeling the multiphase chemical reactors. The proposed intelligent model presents a probabilistic computational strategy for predicting various levels of three-dimensional bubble column reactor (BCR) flow. The results prove an enhanced communication between ant colonyA novel combination of the ant colony optimization algorithm (ACO)and computational fluid dynamics (CFD) data is proposed for modeling the multiphase chemical reactors. The proposed intelligent model presents a probabilistic computational strategy for predicting various levels of three-dimensional bubble column reactor (BCR) flow. The results prove an enhanced communication between ant colony prediction and CFD data in different sections of the BCR.…
Document Type: | Article |
---|---|
Author: | Shahaboddin ShamshirbandORCiD, Meisam BabanezhadORCiD, Amir MosaviORCiD, Narjes NabipourORCiD, Eva Hajnal, Laszlo Nadai, Kwok-Wing ChauORCiD |
DOI (Cite-Link): | https://doi.org/10.1080/19942060.2020.1715842Cite-Link |
URN (Cite-Link): | https://nbn-resolving.org/urn:nbn:de:gbv:wim2-20200227-41013Cite-Link |
URL: | https://www.tandfonline.com/doi/full/10.1080/19942060.2020.1715842 |
Parent Title (German): | Engineering Applications of Computational Fluid Mechanics |
Publisher: | Taylor & Francis |
Language: | English |
Date of Publication (online): | 2020/02/21 |
Date of first Publication: | 2020/02/03 |
Release Date: | 2020/02/27 |
Publishing Institution: | Bauhaus-Universität Weimar |
Institutes and partner institutions: | Fakultät Bauingenieurwesen / Institut für Strukturmechanik (ISM) |
Volume: | 2020 |
Issue: | volume 14, issue 1 |
Pagenumber: | 13 |
First Page: | 367 |
Last Page: | 378 |
Tag: | OA-Publikationsfonds2020 Bubble column reactor; Machine learning; ant colony optimization algorithm (ACO); big data; computational fluid dynamics (CFD); flow pattern |
GND Keyword: | Maschinelles Lernen |
Dewey Decimal Classification: | 500 Naturwissenschaften und Mathematik |
BKL-Classification: | 54 Informatik |
Open Access Publikationsfonds: | Open-Access-Publikationsfonds 2020 |
Licence (German): | Creative Commons 4.0 - Namensnennung (CC BY 4.0) |