Unified correlation for overall gas hold-up in bubble column reactors for various gas-liquid systems using hybrid genetic algorithm-support vector regression technique

Ankit B. Gandhi; Jyeshtharaj B. Joshi

doi:10.1002/cjce.20296

Unified correlation for overall gas hold-up in bubble column reactors for various gas-liquid systems using hybrid genetic algorithm-support vector regression technique

The Canadian Journal of Chemical Engineering ◽

10.1002/cjce.20296 ◽

2010 ◽

Vol 88 (5) ◽

pp. 758-776 ◽

Cited By ~ 9

Author(s):

Ankit B. Gandhi ◽

Jyeshtharaj B. Joshi

Keyword(s):

Genetic Algorithm ◽

Support Vector Regression ◽

Bubble Column ◽

Hybrid Genetic Algorithm ◽

Regression Technique ◽

Support Vector ◽

Bubble Column Reactors ◽

Liquid Systems

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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

Industrial & Engineering Chemistry Research ◽

10.1021/ie801834w ◽

2009 ◽

Vol 48 (21) ◽

pp. 9631-9654 ◽

Cited By ~ 12

Author(s):

Prashant P. Gupta ◽

Shamel S. Merchant ◽

Akshay U. Bhat ◽

Ankit B. Gandhi ◽

Sunil S. Bhagwat ◽

...

Keyword(s):

Genetic Algorithm ◽

Mass Transfer ◽

Transfer Coefficient ◽

Bubble Column ◽

Hybrid Genetic Algorithm ◽

Interfacial Area ◽

Support Vector ◽

Volumetric Mass Transfer Coefficient ◽

Bubble Column Reactors ◽

Newtonian Liquids

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

Chemical Engineering Science ◽

10.1016/j.ces.2007.07.071 ◽

2007 ◽

Vol 62 (24) ◽

pp. 7078-7089 ◽

Cited By ~ 28

Author(s):

Ankit B. Gandhi ◽

Jyeshtharaj B. Joshi ◽

Valadi K. Jayaraman ◽

Bhaskar D. Kulkarni

Keyword(s):

Support Vector Regression ◽

Bubble Column ◽

Support Vector ◽

Bubble Column Reactors ◽

Liquid Systems

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Development of Unified Correlations for Volumetric Mass-Transfer Coefficient and Effective Interfacial Area in Bubble Column Reactors for Various Gas−Liquid Systems Using Support Vector Regression

Industrial & Engineering Chemistry Research ◽

10.1021/ie8003489 ◽

2009 ◽

Vol 48 (9) ◽

pp. 4216-4236 ◽

Cited By ~ 12

Author(s):

Ankit B. Gandhi ◽

Prashant P. Gupta ◽

Jyeshtharaj B. Joshi ◽

Valadi K. Jayaraman ◽

Bhaskar D. Kulkarni

Keyword(s):

Mass Transfer ◽

Transfer Coefficient ◽

Mass Transfer Coefficient ◽

Support Vector Regression ◽

Bubble Column ◽

Interfacial Area ◽

Support Vector ◽

Volumetric Mass Transfer Coefficient ◽

Bubble Column Reactors ◽

Liquid Systems

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Modeling and prediction of the specific heat capacity of Al2 O3/water nanofluids using hybrid genetic algorithm/support vector regression model

Nano-Structures & Nano-Objects ◽

10.1016/j.nanoso.2018.12.001 ◽

2019 ◽

Vol 17 ◽

pp. 103-111 ◽

Cited By ~ 30

Author(s):

Ibrahim Olanrewaju Alade ◽

Mohd Amiruddin Abd Rahman ◽

Tawfik A. Saleh

Keyword(s):

Genetic Algorithm ◽

Heat Capacity ◽

Regression Model ◽

Specific Heat ◽

Support Vector Regression ◽

Specific Heat Capacity ◽

Hybrid Genetic Algorithm ◽

Support Vector ◽

Support Vector Regression Model ◽

Modeling And Prediction

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A novel hybrid Genetic Algorithm and Simulated Annealing for feature selection and kernel optimization in support vector regression

2012 IEEE Fifth International Conference on Advanced Computational Intelligence (ICACI) ◽

10.1109/icaci.2012.6463321 ◽

2012 ◽

Cited By ~ 2

Author(s):

Jiansheng Wu ◽

Zusong Lu

Keyword(s):

Genetic Algorithm ◽

Feature Selection ◽

Simulated Annealing ◽

Support Vector Regression ◽

Hybrid Genetic Algorithm ◽

Support Vector ◽

Kernel Optimization

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A novel hybrid genetic algorithm and Simulated Annealing for feature selection and kernel optimization in support vector regression

2012 IEEE 13th International Conference on Information Reuse & Integration (IRI) ◽

10.1109/iri.2012.6303037 ◽

2012 ◽

Author(s):

Jiansheng Wu ◽

Zusong Lu ◽

Long Jin

Keyword(s):

Genetic Algorithm ◽

Feature Selection ◽

Simulated Annealing ◽

Support Vector Regression ◽

Hybrid Genetic Algorithm ◽

Support Vector ◽

Kernel Optimization

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Design optimization of tailor-rolled blank thin-walled structures based on -support vector regression technique and genetic algorithm

Engineering Optimization ◽

10.1080/0305215x.2016.1241016 ◽

2016 ◽

Vol 49 (7) ◽

pp. 1148-1165 ◽

Cited By ~ 16

Author(s):

Libin Duan ◽

Ning-cong Xiao ◽

Guangyao Li ◽

Aiguo Cheng ◽

Tao Chen

Keyword(s):

Genetic Algorithm ◽

Design Optimization ◽

Support Vector Regression ◽

Regression Technique ◽

Support Vector ◽

Tailor Rolled Blank ◽

Thin Walled Structures ◽

Thin Walled

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A Novel hybrid genetic algorithm for kernel function and parameter optimization in support vector regression

Expert Systems with Applications ◽

10.1016/j.eswa.2008.06.046 ◽

2009 ◽

Vol 36 (3) ◽

pp. 4725-4735 ◽

Cited By ~ 160

Author(s):

Chih-Hung Wu ◽

Gwo-Hshiung Tzeng ◽

Rong-Ho Lin

Keyword(s):

Genetic Algorithm ◽

Support Vector Regression ◽

Kernel Function ◽

Parameter Optimization ◽

Hybrid Genetic Algorithm ◽

Support Vector

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Software reliability prediction based on support vector regression using a hybrid genetic algorithm and simulated annealing algorithm

IET Software ◽

10.1049/iet-sen.2010.0073 ◽

2011 ◽

Vol 5 (4) ◽

pp. 398 ◽

Cited By ~ 20

Author(s):

C. Jin

Keyword(s):

Genetic Algorithm ◽

Simulated Annealing ◽

Support Vector Regression ◽

Software Reliability ◽

Simulated Annealing Algorithm ◽

Hybrid Genetic Algorithm ◽

Reliability Prediction ◽

Support Vector ◽

Software Reliability Prediction ◽

Annealing Algorithm

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Estimation of heat transfer coefficient in bubble column reactors using support vector regression

Chemical Engineering Journal ◽

10.1016/j.cej.2010.03.026 ◽

2010 ◽

Vol 160 (1) ◽

pp. 302-310 ◽

Cited By ~ 27

Author(s):

Ankit B. Gandhi ◽

Jyeshtharaj B. Joshi

Keyword(s):

Heat Transfer ◽

Heat Transfer Coefficient ◽

Transfer Coefficient ◽

Support Vector Regression ◽

Bubble Column ◽

Support Vector ◽

Bubble Column Reactors

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