Development of Correlations for Overall Gas Hold-up, Volumetric Mass Transfer Coefficient, and Effective Interfacial Area in Bubble Column Reactors Using Hybrid Genetic Algorithm-Support Vector Regression Technique: Viscous Newtonian and Non-Newtonian Liquids-Reference-Cited by-同舟云学术

Development of Correlations for Overall Gas Hold-up, Volumetric Mass Transfer Coefficient, and Effective Interfacial Area in Bubble Column Reactors Using Hybrid Genetic Algorithm-Support Vector Regression Technique: Viscous Newtonian and Non-Newtonian Liquids

Published:2009-05-18 Issue:21 Volume:48 Page:9631-9654
ISSN:0888-5885
Container-title:Industrial & Engineering Chemistry Research
language:en
Short-container-title:Ind. Eng. Chem. Res.

Author:

Gupta Prashant P.¹,Merchant Shamel S.¹,Bhat Akshay U.¹,Gandhi Ankit B.¹,Bhagwat Sunil S.¹,Joshi Jyeshtharaj B.¹,Jayaraman Valadi K.¹,Kulkarni Bhaskar D.¹

Affiliation:

1. Institute of Chemical Technology, University of Mumbai, Matunga, Mumbai 400 019, India, and Chemical Engineering and Process Development Division, National Chemical Laboratory, Pune 411008, India

Publisher

American Chemical Society (ACS)

Subject

Industrial and Manufacturing Engineering,General Chemical Engineering,General Chemistry

Link

https://pubs.acs.org/doi/pdf/10.1021/ie801834w

Reference65 articles.

1. Artificial neural network approach for flow regime classification in gas–liquid–fiber flows based on frequency domain analysis of pressure signals

2. Development of an artificial neural network correlation for prediction of overall gas holdup in bubble column reactors

3. Soft-sensor development for fed-batch bioreactors using support vector regression

4. Development of support vector regression (SVR)-based correlation for prediction of overall gas hold-up in bubble column reactors for various gas–liquid systems

Cited by 22 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Customized Software Package for the Simultaneous Prediction of Multiple Fluidization Characteristic Parameters in Liquid–Solid Fluidized Beds;Industrial & Engineering Chemistry Research;2024-07-05

2. Global characterization of hydrodynamics and gas-liquid mass transfer in a thin-gap bubble column in presence of Newtonian or non-Newtonian liquid phase;Chemical Engineering Science;2023-12

3. Development of Effective Voidage Correlations in Pilot-Scale Liquid–Solid Fluidized Bed Based on Data-Driven Modeling;Industrial & Engineering Chemistry Research;2023-06-15

4. Machine Learning and Data-Driven Modeling to Discover the Bed Expansion Ratio Correlation for Gas–Liquid–Solid Three-Phase Flows;Industrial & Engineering Chemistry Research;2022-12-28

5. Correlating Interfacial Area and Volumetric Mass Transfer Coefficient in Bubble Column with the Help of Machine Learning Methods;Industrial & Engineering Chemistry Research;2022-11-24