Fuzzy modeling and optimization of biochemical processes: a case study
This paper presents an application of a neuro-fuzzy modeling approach in order to characterize essential behavior of biological processes. The gathered information from experiments was employed to develop a fuzzy model for an enzyme-catalyzed esterification process. The accuracy of developed model w...
| Main Authors: | Chaibakhsh, Ali, Langroodi, Naz Chaibakhsh, Abdul Rahman, Mohd Basyaruddin |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2010
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/45774/ http://psasir.upm.edu.my/id/eprint/45774/1/Fuzzy%20modeling%20and%20optimization%20of%20biochemical%20processes%20a%20case%20study.pdf |
Similar Items
Modeling And Optimization Of Lipase-Catalyzed Synthesis Of Adipate Esters Using Response Surface Methodology And Artificial Neural Network
by: Langroodi, Naz Chaibakhsh
Published: (2010)
by: Langroodi, Naz Chaibakhsh
Published: (2010)
Modeling and optimization of lipase-catalyzed production of succinic acid ester using central composite design analysis.
by: Abdul Rahman, Mohd Basyaruddin, et al.
Published: (2011)
by: Abdul Rahman, Mohd Basyaruddin, et al.
Published: (2011)
Modeling and optimization of lipase-catalyzed production of succinic acid ester using central composite design analysis.
by: Abdul Rahman, Mohd Basyaruddin, et al.
Published: (2011)
by: Abdul Rahman, Mohd Basyaruddin, et al.
Published: (2011)
Effect of alcohol structure on the optimum condition for Novozym 435-catalyzed synthesis of adipate esters
by: Abdul Rahman, Mohd Basyaruddin, et al.
Published: (2011)
by: Abdul Rahman, Mohd Basyaruddin, et al.
Published: (2011)
A process for producing levulinate and succinate esters.
by: Abdul Rahman, Mohd Basyaruddin, et al.
Published: (2010)
by: Abdul Rahman, Mohd Basyaruddin, et al.
Published: (2010)
Optimization of operational conditions for adipate ester synthesis in a stirred tank reactor
by: Chaibakhsh, Naz, et al.
Published: (2010)
by: Chaibakhsh, Naz, et al.
Published: (2010)
Lipase-catalyzed dimethyl adipate synthesis: response surface modeling and kinetics
by: Chaibakhsh, Naz, et al.
Published: (2010)
by: Chaibakhsh, Naz, et al.
Published: (2010)
Modeling and optimization of lipase-catalyzed synthesis of dilauryl adipate ester by response surface methodology
by: Abdul Rahman, Mohd Basyaruddin, et al.
Published: (2008)
by: Abdul Rahman, Mohd Basyaruddin, et al.
Published: (2008)
Lipase-catalyzed synthesis of a sugar alcohol-based nonionic surfactant.
by: Adnani, Atena, et al.
Published: (2011)
by: Adnani, Atena, et al.
Published: (2011)
Optimized lipase catalyzed synthesis of adipate ester in a solvent-free system
by: Chaibakhsh, Naz, et al.
Published: (2009)
by: Chaibakhsh, Naz, et al.
Published: (2009)
Artificial neural network analysis of lipase-catalyzed synthesis of sugar alcohol ester.
by: Adnani, Atena, et al.
Published: (2011)
by: Adnani, Atena, et al.
Published: (2011)
Optimization of lipase-catalyzed synthesis of xylitol ester by Taguchi robust design method
by: Adnani, Atena, et al.
Published: (2010)
by: Adnani, Atena, et al.
Published: (2010)
Application of artificial neural network for yield prediction of lipase-catalyzed synthesis of dioctyl adipate
by: Abdul Rahman, Mohd Basyaruddin, et al.
Published: (2009)
by: Abdul Rahman, Mohd Basyaruddin, et al.
Published: (2009)
Effect of alcohol chain length on the optimum conditions for lipase-catalysed synthesis of adipate esters
by: Chaibakhsh, Naz, et al.
Published: (2009)
by: Chaibakhsh, Naz, et al.
Published: (2009)
Formulation development and optimization of palm kernel oil esters-based nanoemulsions containing sodium diclofenac
by: Rezaee, Malahat, et al.
Published: (2014)
by: Rezaee, Malahat, et al.
Published: (2014)
Optimization of fuzzy model using genetic algorithm for process control application
by: Yusof, Rubiyah, et al.
Published: (2011)
by: Yusof, Rubiyah, et al.
Published: (2011)
Chemometric analysis of lipase-catalyzed synthesis of xylitol esters in a solvent-free system
by: Adnani, Atena, et al.
Published: (2011)
by: Adnani, Atena, et al.
Published: (2011)
A multivariate modeling for analysis of factors controlling the particle size and viscosity in palm kernel oil esters-based nanoemulsions
by: Rezaee, Malahat, et al.
Published: (2014)
by: Rezaee, Malahat, et al.
Published: (2014)
Modeling of membrane bioreactor treating hypersaline oily wastewater by artificial neural network
by: Pendashteh, Ali Reza, et al.
Published: (2011)
by: Pendashteh, Ali Reza, et al.
Published: (2011)
Fuzzy Optimization Under Uncertainty: A Case Study.
by: Vasant , Pandian, et al.
Published: (2007)
by: Vasant , Pandian, et al.
Published: (2007)
High performance enzyme-catalyzed synthesis and characterization of a nonionic surfactant
by: Adnani, Atena, et al.
Published: (2013)
by: Adnani, Atena, et al.
Published: (2013)
Fuzzy optimization with multi-objective evolutionary algorithms: A case study
by: P., Vasant, et al.
Published: (2007)
by: P., Vasant, et al.
Published: (2007)
Fuzzy optimization with multi-objective evolutionary algorithms: A case study
by: Sanchez , G., et al.
Published: (2007)
by: Sanchez , G., et al.
Published: (2007)
A Hybrid of Optimization Method for Multi-Objective Constraint Optimization of Biochemical System Production
by: Mohd Arfian, Ismail, et al.
Published: (2015)
by: Mohd Arfian, Ismail, et al.
Published: (2015)
Optimized enzymatic synthesis of levulinate ester in solvent-free system
by: Lee, Alice, et al.
Published: (2010)
by: Lee, Alice, et al.
Published: (2010)
A Model For The Fuzzy Front End Of New Product Development Process
by: Abd Rahman, Md Nizam
Published: (2016)
by: Abd Rahman, Md Nizam
Published: (2016)
Fuzzy modelling of knee joint with genetic
optimization
by: K. Ibrahim, B. S. K., et al.
Published: (2011)
by: K. Ibrahim, B. S. K., et al.
Published: (2011)
Optimization of biochemical systems production using combination of newton method and particle swarm optimization
by: Mohd Arfian, Ismail, et al.
Published: (2019)
by: Mohd Arfian, Ismail, et al.
Published: (2019)
EKC 376 - DOWNSTREAM PROCESSING OF BIOCHEMICAL & PHARMACEUTICAL PRODUCTS
by: PPKK, Pusat Pengajian Kejuruteraan Kimia
Published: (2011)
by: PPKK, Pusat Pengajian Kejuruteraan Kimia
Published: (2011)
EKC 574 - DOWNSTREAM PROCESSING OF BIOCHEMICAL & PHARMACEUTICAL PRODUCTS
by: PPKK, Pusat Pengajian Kejuruteraan Kimia
Published: (2011)
by: PPKK, Pusat Pengajian Kejuruteraan Kimia
Published: (2011)
Hybrid multi-objective optimization methods for in silico biochemical system production
by: Mohd Arfian, Ismail
Published: (2016)
by: Mohd Arfian, Ismail
Published: (2016)
Fuzzy Optimization with Robust Logistic Membership Function: A Case Study In For Home Textile Industry
by: Vasant, Pandian
Published: (2008)
by: Vasant, Pandian
Published: (2008)
Modeling of a liquid epoxy molding process using a particle swarm optimization based fuzzy regression approach
by: Chan, Kit Yan, et al.
Published: (2011)
by: Chan, Kit Yan, et al.
Published: (2011)
Biochemical profile of young pre- and mildly hypertensive adults: a single centre, case control study
by: Abdullah, Aszrin, et al.
Published: (2011)
by: Abdullah, Aszrin, et al.
Published: (2011)
An integrated fuzzy analytic hierarchy process and life cycle optimization model for microalgae production / Tan Jully
by: Tan, Jully
Published: (2018)
by: Tan, Jully
Published: (2018)
Newton competitive genetic algorithm method for optimization the production of biochemical systems
by: Mohd Arfian, Ismail, et al.
Published: (2018)
by: Mohd Arfian, Ismail, et al.
Published: (2018)
Newton competitive genetic algorithm method for optimization the production of biochemical systems
by: Ismail, Mohd Arfian, et al.
Published: (2018)
by: Ismail, Mohd Arfian, et al.
Published: (2018)
An experimental study of a fuzzy adaptive emperor penguin optimizer for global optimization problem
by: Kader, Md. Abdul, et al.
Published: (2022)
by: Kader, Md. Abdul, et al.
Published: (2022)
Fuzzy modeling using Bat Algorithm optimization for classification
by: Noor Amidah, Ahmad Sultan
Published: (2018)
by: Noor Amidah, Ahmad Sultan
Published: (2018)
Biochemical studies of cocoa bean polyphenol oxidase
by: Pat, M Lee, et al.
Published: (1991)
by: Pat, M Lee, et al.
Published: (1991)
Similar Items
-
Modeling And Optimization Of Lipase-Catalyzed Synthesis Of Adipate Esters Using Response Surface Methodology And Artificial Neural Network
by: Langroodi, Naz Chaibakhsh
Published: (2010) -
Modeling and optimization of lipase-catalyzed production of succinic acid ester using central composite design analysis.
by: Abdul Rahman, Mohd Basyaruddin, et al.
Published: (2011) -
Modeling and optimization of lipase-catalyzed production of succinic acid ester using central composite design analysis.
by: Abdul Rahman, Mohd Basyaruddin, et al.
Published: (2011) -
Effect of alcohol structure on the optimum condition for Novozym 435-catalyzed synthesis of adipate esters
by: Abdul Rahman, Mohd Basyaruddin, et al.
Published: (2011) -
A process for producing levulinate and succinate esters.
by: Abdul Rahman, Mohd Basyaruddin, et al.
Published: (2010)