A Nonlinear Model Predictive Control Strategy Using
Multiple Neural Network Models.

QR Code

A Nonlinear Model Predictive Control Strategy Using Multiple Neural Network Models.

Combining multiple neural networks appears to be a very promising approach for improving neural network generalization since it is very difficult, if not impossible, to develop a perfect single neural network.

Bibliographic Details
Main Authors:	Ahmad, Zainal, Jie, Zhang
Format:	Conference or Workshop Item
Language:	English
Published:	2006
Subjects:	TP1-1185 Chemical technology
Online Access:	http://eprints.usm.my/15567/ http://eprints.usm.my/15567/1/nonlinear.pdf

Similar Items

Nonlinear process modeling of pH neutralization process in CSTR using,selective combination of multiple neural Networks.
by: Ahmad, Zainal Ariffin, et al.
Published: (2008)

Nonlinear Model Predictive Control For Bioethanol Fermentation Process
by: Mohd, Noraini
Published: (2014)

Nonlinear Model Predictive Control Of A Distillation Column Using Hammerstein Model And Nonlinear Autoregressive Model With Exogenous Input.
by: Kanthasamy, Ramesh
Published: (2009)

Development Of Multiple-Input Multiple-Output (MIMO) And Multiple-Input Single-Out (MISO) Neural Network Models For Continuos Distillation Column.
by: Abdullah, Zalizawati
Published: (2008)

Nonlinear Autoregressive With Exogenous Input Model Based Control Strategy For Batch Esterification Reactor
by: Zulkeflee, Asyura Binti
Published: (2009)

Air Pollution Index Prediction Using Multiple Neural Networks
by: Ahmad, Zainal, et al.
Published: (2017)

Air pollution index prediction using multiple neural networks
by: Ahmad, Zainal, et al.
Published: (2017)

Modeling Of Biopolymerization Process Using First Principle Model And Bootstrap Re-Sampling Neural Network
by: Noor, Rabiatul 'Adawiah Mat
Published: (2011)

Neural Network Models And Sensitivity Analysis For The Production Of Isopropyl Myristate In Semibatch Reactive Distillation
by: Bashah, Nur Alwani Ali
Published: (2013)

A Simplified Wiener Based Model Predictive Control For Distillation Column
by: Iqbal, Imam Mujahidin
Published: (2012)

Modelling of faults for chemical batch reactor using artificial neural network and fuzzy logic [TP1-1185].
by: Syed Ab. Rahman, Syed Azhar
Published: (2009)

Model Based Control Of Nonlinear Bio Polymerization Process (Lactone To Polyester) Using Neural Networks
by: Ahmad, Zainal, et al.
Published: (2013)

Development And On-Line implementation Of Nonlinear Model Predictive Control Strategies In Batch Reactor Process
by: Aziz, Norashid, et al.
Published: (2013)

Multiple inputs artificial neural network model for the prediction of wastewater treatment plant performance
by: Jami, Mohammed Saedi, et al.
Published: (2012)

Formulation of model predictive control algorithm for nonlinear processes
by: Mohd. Yusof, Khairiyah, et al.
Published: (2004)

Regular Solution Theory Model Used To Predict Supercritical CO2 Extraction Of p-chlorophenol Contaminate From Water Stream.
by: Kassim, K. M., et al.
Published: (2007)

The Effect of Input sequence to nonlinear artificial neural network performance in modeling CSTR
by: Somanti, Fariha Dwi, et al.
Published: (2009)

EKC 561 - MODEL BASED PROCESS CONTROL
by: PPKK, Pusat Pengajian Kejuruteraan Kimia
Published: (2011)

Implementation Of Internal Model Control (IMC) In Continuous Distillation Column.
by: Muhammad, D., et al.
Published: (2010)

Model Development Of Single Unit Machine Capacity Measure For Production Planning And Control
by: Ong, Yung Chieh
Published: (2009)

Black box nonlinear model predictive control using recurrent neural network
by: Hasan, Muhammad, et al.
Published: (2013)

Multiple faults detection using artificial neural network
by: Abd. Hamid, Mohd. Kamaruddin
Published: (2004)

Development Of Neural Network Based Estimator To Determine Coagulant Dosage And Treated Water Qualities In A Water Treatment Plant [TP159.C55 A798 2008 f rb].
by: Robenson, Asabri
Published: (2008)

Kinetics And Modelling For The Production Of (S)-Ibuprofen Acid
by: Gonawan, Fadzil Noor
Published: (2012)

Modeling heat exchanger using neural networks
by: T.R., Biyanto, et al.
Published: (2007)

Modeling heat exchanger using neural networks
by: T.R., Biyanto, et al.
Published: (2007)

Comparison of neural networks prediction and regression analysis (MLR and PCR) in modelling nonlinear system
by: Zainal Ahmad ,, et al.
Published: (2007)

Modeling And Optimization Of Styrene Syndiotactic Polymerization Through Multiscale
by: Sultan, Saad Raheem
Published: (2013)

Artificial neural network model to predict compression-permeability characteristics of solid-liquid systems
by: Iwata, Masashi, et al.
Published: (2007)

Experimental measurements and prediction of thermophysical properties of hydrocarbon mixtures using nonlinear models
by: Redrouthu, Ramesh
Published: (2016)

Development Of Water Quality Index Prediction Model For Penang Rivers Using Artificial Neural Network
by: Mohd Hamdan, Eleena Yasmeen
Published: (2021)

Mathematical Modeling Of Simultaneous Removal Of So2 And No Using Sorbent Synthesized From Ash
by: Yew, Henry Foo Chee
Published: (2010)

Nonlinear Model Predictive Control of a Multistage Evaporator System using Recurrent Neural Networks
by: Atuonwu, J., et al.
Published: (2009)

Dynamic Modeling And Optimization Of Batch Electrodialysis Process For Hydrochloric Acid Recovery
by: Rohman , Fakhrony Sholahudin
Published: (2009)

Multiway Partial Least Square For Modeling And Monitoring Of Poly Methyl Methacrylate Reactor
by: Osman, Syarina
Published: (2014)

Development Of Model Based Decoupler For Multi Input Multi Output Distillation Column
by: Lee, Qiao Hui
Published: (2013)

Modeling And Optimization Of Solvent-Free Isoamyl Acetate Production Via Enzymatic Esterification
by: Yusoff Azudin, Nurhazwani
Published: (2014)

A Supervised Neural Network-based predictive model for petrochemical wastewater treatment dataset
by: Varun, Geetha Mohan, et al.
Published: (2022)

Nonlinear model-predictive control based on quasi-ARX radial-basis function-neural-network
by: Sutrisno, Imam, et al.
Published: (2014)

Pedestrian Block From Ceramic-Based Tiles Waster : Properties, Modelling And Optimization Studies
by: Chan, Chee Kin
Published: (2010)