Direct model reference adaptive controller based-on neural-fuzzy techniques for nonlinear dynamical systems
This paper presents a direct neural-fuzzy-based Model Reference Adaptive Controller (MRAC) for nonlinear dynamical systems with unknown parameters. The two-phase learning is implemented to perform structure identification and parameter estimation for the controller. In the first phase, similarity in...
| Main Authors: | Husain, Hafizah, Khalid, Marzuki, Yusof, Rubiyah |
|---|---|
| Format: | Article |
| Published: |
Science Publications
2008
|
| Subjects: | |
| Online Access: | http://eprints.utm.my/7341/ |
Similar Items
Automatic clustering of generalized regression neural network by similarity index based fuzzy c-means clustering
by: Husain, Hafizah, et al.
Published: (2004)
by: Husain, Hafizah, et al.
Published: (2004)
Adaptive GRNN for the modelling of dynamic plants
by: Yusof, Rubiyah, et al.
Published: (2002)
by: Yusof, Rubiyah, et al.
Published: (2002)
Automatic Speaker Recognition System Using Fuzzy C-Means Artificial Neural Networks
by: M. Z., Ibrahim, et al.
Published: (2008)
by: M. Z., Ibrahim, et al.
Published: (2008)
Rule-based fuzzy logic controller with adaptable reference
by: Khan, Sheroz, et al.
Published: (2008)
by: Khan, Sheroz, et al.
Published: (2008)
Simulation of Direct Model Reference Adaptive Control on a Coupled-Tank System using Nonlinear Plant Model.
by: Mahyuddin, Muhammad Nasiruddin, et al.
Published: (2007)
by: Mahyuddin, Muhammad Nasiruddin, et al.
Published: (2007)
Fuzzy Model-Reference Adaptive Control
Method For An Underwater Robotic
Manipulator
by: Suboh, Surina Mat
Published: (2010)
by: Suboh, Surina Mat
Published: (2010)
Fuzzy modelling for reboiler system
by: Yusof, Rubiyah, et al.
Published: (2002)
by: Yusof, Rubiyah, et al.
Published: (2002)
Direct model reference adaptive control of coupled tank liquid level control system
by: Mahyuddin, Muhammad Nasiruddin
Published: (2005)
by: Mahyuddin, Muhammad Nasiruddin
Published: (2005)
Dynamic nonlinear inverse-model based control of a twin rotor system using adaptive neuro-fuzzy inference system
by: Toha, Siti Fauziah, et al.
Published: (2009)
by: Toha, Siti Fauziah, et al.
Published: (2009)
An enhanced intelligent database engine by neural network and data mining
by: Chua, Boon Lay, et al.
Published: (2000)
by: Chua, Boon Lay, et al.
Published: (2000)
Design of an elevator group supervisory controller using ordinal structure fuzzy logic with context adaptation
by: Danapalasingam, Kumeresan A., et al.
Published: (2005)
by: Danapalasingam, Kumeresan A., et al.
Published: (2005)
Fuzzy logic control
by: Khalid, Marzuki, et al.
Published: (1993)
by: Khalid, Marzuki, et al.
Published: (1993)
Control of a complex traffic junction using fuzzy inference
by: Yusof, Rubiyah, et al.
Published: (2004)
by: Yusof, Rubiyah, et al.
Published: (2004)
Induction machine diagnostic using adaptive neuro fuzzy inferencing system
by: Shukri, Mohamad, et al.
Published: (2004)
by: Shukri, Mohamad, et al.
Published: (2004)
License Plate Recognition using Multi-cluster and Multilayer Neural Networks
by: Sheikh Abdullah, Siti Norul Huda, et al.
Published: (2006)
by: Sheikh Abdullah, Siti Norul Huda, et al.
Published: (2006)
Adaptive Model-Free Control And Localization For Single-Agent And Multi-Agent Nonlinear Dynamic Systems
by: Safaei, Ali
Published: (2019)
by: Safaei, Ali
Published: (2019)
Neural Controller Utilizing Genetic Algorithm Technique For Dynamic Systems
by: Ali, Marwan A
Published: (2009)
by: Ali, Marwan A
Published: (2009)
Fuzzy model reference adaptive controller for position control of a DC linear actuator motor in a robotic vehicle driver
by: Mahdi, Ammar A M H, et al.
Published: (2020)
by: Mahdi, Ammar A M H, et al.
Published: (2020)
Offline Cursive Handwriting Recognition System based on
Hybrid Markov Model and Neural Networks
by: Yong, Haw Tay, et al.
Published: (2003)
by: Yong, Haw Tay, et al.
Published: (2003)
Evolutionary Fuzzy ARTMAP Neural Networks for Classification of Semiconductor Defects
by: Zuwairie, Ibrahim, et al.
Published: (2014)
by: Zuwairie, Ibrahim, et al.
Published: (2014)
Neural network based adaptive PID controller of nonlinear heat exchanger
by: Abdullah, Zalizawati, et al.
Published: (2019)
by: Abdullah, Zalizawati, et al.
Published: (2019)
Recursive least square and fuzzy modelling using genetic algorithm for process control application
by: Abdul Rahman, Ribhan Zafira, et al.
Published: (2007)
by: Abdul Rahman, Ribhan Zafira, et al.
Published: (2007)
Direct supervisory adaptive fuzzy controller applied to pH control
by: Nazaruddin, Y., et al.
Published: (2015)
by: Nazaruddin, Y., et al.
Published: (2015)
Fuzzy modelling for distillation column
by: Yusof, Rubiyah, et al.
Published: (2005)
by: Yusof, Rubiyah, et al.
Published: (2005)
Nonlinear dynamic modelling of flexible beam structures using neural networks
by: Mohd. Hashim, Siti Zaiton, et al.
Published: (2004)
by: Mohd. Hashim, Siti Zaiton, et al.
Published: (2004)
Design of a Nonlinear Variable-Gain Fuzzy Controller for FACTS Devices
by: Dash, P.K., et al.
Published: (2004)
by: Dash, P.K., et al.
Published: (2004)
Model reference adaptive control and LQR control for quadrotor with parametric uncertainties
by: Abdul Ghaffar, Alia Farhana, et al.
Published: (2015)
by: Abdul Ghaffar, Alia Farhana, et al.
Published: (2015)
Application of a model-based fault detection and diagnosis using parameter estimation and fuzzy inference to a DC-servomotor
by: Abidin, M. Shukri Zainal, et al.
Published: (2002)
by: Abidin, M. Shukri Zainal, et al.
Published: (2002)
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)
Improving fuzzy traffic controller for multilane-multiple intersection
by: Che Soh, Azura, et al.
Published: (2009)
by: Che Soh, Azura, et al.
Published: (2009)
Variable Structure Adaptive Fuzzy And Neural Network Controllers For Facts Devices
by: V., Stella
Published: (2005)
by: V., Stella
Published: (2005)
Modeling of Direction-Dependent Processes Using Wiener Models and Neural Networks With Nonlinear Output Error Structure
by: Tan, A.H., et al.
Published: (2004)
by: Tan, A.H., et al.
Published: (2004)
Fuzzy modelling and control for a nonlinear reboiler system of a distillation column
by: Ibrahim, Mohd. Faisal
Published: (2006)
by: Ibrahim, Mohd. Faisal
Published: (2006)
A hybridization of neural network and fuzzy logic technique in pattern classification
by: Hwa, Li Li
Published: (2011)
by: Hwa, Li Li
Published: (2011)
Nonlinear energy-based control method for aircraft dynamics
by: Akmeliawati, Rini, et al.
Published: (2002)
by: Akmeliawati, Rini, et al.
Published: (2002)
Robust adaptive LQR control of nonlinear system application to 3-Dof flight control system
by: Boby, Rounaqul Islam, et al.
Published: (2014)
by: Boby, Rounaqul Islam, et al.
Published: (2014)
Nonlinear Dynamic Inverse Controller Based In Field Oriented With SVPWM Current Control
by: Keream, Settar S., et al.
Published: (2017)
by: Keream, Settar S., et al.
Published: (2017)
Adaptive Speed Control for Autonomous Mobile Robot using Fuzzy Logic Controller
by: Hamzah, Ahmad, et al.
Published: (2012)
by: Hamzah, Ahmad, et al.
Published: (2012)
Adaptive control of nonlinear system based on QFT application to 3-DOF flight control system
by: Boby, Rounakul Islam, et al.
Published: (2019)
by: Boby, Rounakul Islam, et al.
Published: (2019)
Neural network controlled of an active engine mounting system using a nonlinear electromagnetic
by: Darsivan, Fadly Jashi, et al.
Published: (2011)
by: Darsivan, Fadly Jashi, et al.
Published: (2011)
Similar Items
-
Automatic clustering of generalized regression neural network by similarity index based fuzzy c-means clustering
by: Husain, Hafizah, et al.
Published: (2004) -
Adaptive GRNN for the modelling of dynamic plants
by: Yusof, Rubiyah, et al.
Published: (2002) -
Automatic Speaker Recognition System Using Fuzzy C-Means Artificial Neural Networks
by: M. Z., Ibrahim, et al.
Published: (2008) -
Rule-based fuzzy logic controller with adaptable reference
by: Khan, Sheroz, et al.
Published: (2008) -
Simulation of Direct Model Reference Adaptive Control on a Coupled-Tank System using Nonlinear Plant Model.
by: Mahyuddin, Muhammad Nasiruddin, et al.
Published: (2007)