Application of artificial neural network genetic algorithm in inferential estimation and control of a distillation column
Adaptation of network weights using Genetic Algorithm (GA) was proposed as a mechanism to improve the performance of Artificial Neural Network (ANN) inferential estimator. This is particularly useful for cases involving changing operating condition as well as highly nonlinear processes. As a case st...
| Main Author: | Chen, Wah Sit |
|---|---|
| Format: | Thesis |
| Language: | English |
| Published: |
2005
|
| Subjects: | |
| Online Access: | http://eprints.utm.my/4455/ http://eprints.utm.my/4455/1/ChenWahSitMFChR2005.pdf |
Similar Items
Neural network inferential estimator for product composition of a fatty acid distillation column
by: Ahmad, Arshad, et al.
Published: (2001)
by: Ahmad, Arshad, et al.
Published: (2001)
Neural Network Based Soft Sensor for Inferential Control of a Binary Distillation Column
by: Mohanad , Osman, et al.
Published: (2009)
by: Mohanad , Osman, et al.
Published: (2009)
Improving robustness of artificial neural networks model using genetic algorithm
by: Ahmad, Arshad, et al.
Published: (2003)
by: Ahmad, Arshad, et al.
Published: (2003)
Inferential control of fatty acid fractionation column
by: Lim, Wan Piang, et al.
Published: (2004)
by: Lim, Wan Piang, et al.
Published: (2004)
Development of inferential measurement for air density using neural network
by: Shankar, Ramakishan
Published: (2008)
by: Shankar, Ramakishan
Published: (2008)
Development of neural network models for a crude oil distillation column
by: Mohd. Yusof, Khairiyah, et al.
Published: (2003)
by: Mohd. Yusof, Khairiyah, et al.
Published: (2003)
Neural Network Based Inferential Model For Ethane Steam Cracking Furnace
by: Rosli, Mohd Nazarudin
Published: (2019)
by: Rosli, Mohd Nazarudin
Published: (2019)
Artificial neural networks and genetic algorithm for transformer winding/insulation faults
by: K.S.R., Rao, et al.
Published: (2008)
by: K.S.R., Rao, et al.
Published: (2008)
CCS501 – NEURAL NETWORKS AND GENETIC ALGORITHMS
CSC513 – ARTIFICIAL NEURAL NETWORKS - SEPT. 2001
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2001)
by: PPSKOM, Pusat Pengajian Sains Komputer
Published: (2001)
Analysis of partial least square estimation process and control of distillation column process
by: Nurul Hamizah, Baharan
Published: (2006)
by: Nurul Hamizah, Baharan
Published: (2006)
Modelling of biogas production process with evolutionary artificial neural network and genetic algorithm
by: Fakharudin, Abdul Sahli
Published: (2017)
by: Fakharudin, Abdul Sahli
Published: (2017)
Monitoring and Controlling System for Binary Distillation Column
by: Mohamed Adel, Islam, et al.
Published: (2009)
by: Mohamed Adel, Islam, et al.
Published: (2009)
Modeling and Control of an Ill-Conditioned Distillation Column
by: Vu, Trieu Minh, et al.
Published: (2010)
by: Vu, Trieu Minh, et al.
Published: (2010)
Inferential estimation and control of chemical processes using partial least squares based model
by: Lim, Wan Piang
Published: (2005)
by: Lim, Wan Piang
Published: (2005)
Implementing artificial neural networks and genetic algorithms to solve modeling and optimisation of biogas production
by: Abdul Sahli, Fakharudin, et al.
Published: (2013)
by: Abdul Sahli, Fakharudin, et al.
Published: (2013)
Implementing artificial neural networks and genetic algorithms to solve modeling and optimisation of biogas production
by: Fakharudin, Abdul Sahli, et al.
Published: (2013)
by: Fakharudin, Abdul Sahli, et al.
Published: (2013)
Modeling and control of distillation column in a petroleum process
by: Abdul Rani, A. M., et al.
Published: (2009)
by: Abdul Rani, A. M., et al.
Published: (2009)
Model Predictive Control of a Condensate Distillation Column
by: Vu, Trieu Minh, et al.
Published: (2010)
by: Vu, Trieu Minh, et al.
Published: (2010)
Slope stability prediction of road embankment using artificial neural network combined with genetic algorithm
by: Rufaizal Che Mamat,, et al.
Published: (2022)
by: Rufaizal Che Mamat,, et al.
Published: (2022)
Fuzzy modelling for distillation column
by: Yusof, Rubiyah, et al.
Published: (2005)
by: Yusof, Rubiyah, et al.
Published: (2005)
Modeling and simulation of distillation column
by: Ann, Ivy Wong Fui
Published: (2014)
by: Ann, Ivy Wong Fui
Published: (2014)
Simulation of Batch Distillation Column
by: Tan, Ronnie Boon How
Published: (2011)
by: Tan, Ronnie Boon How
Published: (2011)
Committee neural networks with fuzzy genetic algorithm.
by: Jafari , S.A., et al.
Published: (2011)
by: Jafari , S.A., et al.
Published: (2011)
Composition Control of the CSTC Packed-Type Binary Distillation Column
by: Malik, Asaad Abdallah Yousuf
Published: (1999)
by: Malik, Asaad Abdallah Yousuf
Published: (1999)
Implementation Of Internal Model Control (IMC) In Continuous Distillation Column.
by: Muhammad, D., et al.
Published: (2010)
by: Muhammad, D., et al.
Published: (2010)
Novel Algorithms And Artificial Neural Network Techniques For Optimal Operation And Control Of Electrical Distribution Networks
by: Abul Kashem, Mohammad
Published: (2000)
by: Abul Kashem, Mohammad
Published: (2000)
Novel Algorithms And Artificial Neural Network Techniques For Optimal Operation And Control Of Electrical Distribution Networks
by: Mohammad Abul Kashem,
Published: (2000)
by: Mohammad Abul Kashem,
Published: (2000)
Coalition of genetic algorithms and artificial neural network for isolated spoken Malay speech recognition / Noraini Seman
by: Seman, Noraini
Published: (2012)
by: Seman, Noraini
Published: (2012)
An integrated artificial neural network-genetic algorithm clustering ensemble for performance assessment of decision making units
by: Azadeh, A., et al.
Published: (2011)
by: Azadeh, A., et al.
Published: (2011)
Feed Forward Neural Network Model for Isopropyl Myristate
Production in Industrial-scale Semi-batch Reactive Distillation
Columns
by: Bashah, Nur Alwani Ali, et al.
Published: (2015)
by: Bashah, Nur Alwani Ali, et al.
Published: (2015)
Reflected radiation intensity estimation using artificial neural network
by: Eusuf, Muhammad Abu, et al.
Published: (2011)
by: Eusuf, Muhammad Abu, et al.
Published: (2011)
Review of artificial neural network model for suspended sediment estimation
by: Rezapour, Omolbani Mohamad, et al.
Published: (2010)
by: Rezapour, Omolbani Mohamad, et al.
Published: (2010)
Artificial Neural Network Based Byzantine Agreement Protocol
by: Lee, Kok Wah
Published: (2002)
by: Lee, Kok Wah
Published: (2002)
Artificial Neural Network Based Byzantine Agreement Protocol
by: Lee, Kok Wah
Published: (2002)
by: Lee, Kok Wah
Published: (2002)
Application of Sustainable Integrated Process Design and Control for Four Distillation Column Systems
by: Mohamad Z., Nordin, et al.
Published: (2015)
by: Mohamad Z., Nordin, et al.
Published: (2015)
Predicting stress and strain of FRP-confined square/rectangular columns using artificial neural networks
by: Pham, Thong, et al.
Published: (2014)
by: Pham, Thong, et al.
Published: (2014)
A Simplified Wiener Based Model Predictive Control For Distillation Column
by: Iqbal, Imam Mujahidin
Published: (2012)
by: Iqbal, Imam Mujahidin
Published: (2012)
Development of neural network based models to
control temperature and estimate composition of
a debutaniser column / Nasser Mohamed Ramli
by: Nasser, Mohamed Ramli
Published: (2015)
by: Nasser, Mohamed Ramli
Published: (2015)
Artificial neural network
by: Muhamad Nor, Norfarina, et al.
Published: (2016)
by: Muhamad Nor, Norfarina, et al.
Published: (2016)
Offline artificial neural network rotor flux estimator for induction motor
by: Siti Nursyuhada, Mahsahirun, et al.
Published: (2020)
by: Siti Nursyuhada, Mahsahirun, et al.
Published: (2020)
Similar Items
-
Neural network inferential estimator for product composition of a fatty acid distillation column
by: Ahmad, Arshad, et al.
Published: (2001) -
Neural Network Based Soft Sensor for Inferential Control of a Binary Distillation Column
by: Mohanad , Osman, et al.
Published: (2009) -
Improving robustness of artificial neural networks model using genetic algorithm
by: Ahmad, Arshad, et al.
Published: (2003) -
Inferential control of fatty acid fractionation column
by: Lim, Wan Piang, et al.
Published: (2004) -
Development of inferential measurement for air density using neural network
by: Shankar, Ramakishan
Published: (2008)