A genetically trained adaptive neuro-fuzzy inference system network utilized as a proportional-integral-derivative-like feedback controller for non-linear systems.

QR Code

A genetically trained adaptive neuro-fuzzy inference system network utilized as a proportional-integral-derivative-like feedback controller for non-linear systems.

This paper presents a genetically trained PID (proportional-integral-derivative)-like ANFIS (adaptive neuro-fuzzy inference system) acting as a feedback controller to control non-linear systems. Three important issues are addressed in this paper, which are, first, the evaluation of the ANFIS as a PI...

Full description

Bibliographic Details
Main Authors:	Lutfy, Omar Farouq, Mohd Noor, Samsul Bahari, Marhaban, Mohammad Hamiruce, Ali Abbas, Kassim
Format:	Article
Language:	English English
Published:	SAGE Publications 2009
Online Access:	http://psasir.upm.edu.my/id/eprint/12702/ http://psasir.upm.edu.my/id/eprint/12702/1/A%20genetically%20trained%20adaptive%20neuro.pdf

Similar Items

Non-linear modelling and control of a conveyor-belt grain dryer utilizing neuro-fuzzy systems
by: Lutfy, Omar Farouq, et al.
Published: (2011)

A simplified adaptive neuro-fuzzy inference system (ANFIS) controller trained by genetic algorithm to control nonlinear multi-input multi-output systems
by: Lutfy, Omar F., et al.
Published: (2011)

A simplified PID-like ANFIS controller trained by genetic algorithm to control nonlinear systems
by: Lutfy, Omar Farouq, et al.
Published: (2010)

Neuro-fuzzy modeling of a conveyor-belt grain dryer
by: Lutfy, Omar F., et al.
Published: (2010)

Utilizing global-best harmony search to train a PID-like ANFIS controller
by: Lutfy, Omar F., et al.
Published: (2010)

Adaptive complex neuro-fuzzy inference system for non linear modeling and time series prediction
by: Shoorangiz, Mohammadreza
Published: (2013)

Some control strategies in agricultural grain driers: A review.
by: Lutfy, Omar Farouq, et al.
Published: (2008)

Multi-adaptive Neuro-Fuzzy Inference System for dielectric properties of oil palm fruitlets
by: Adedayo, Ojo O., et al.
Published: (2014)

Rainfall-runoff modelling using adaptive neuro-fuzzy inference system
by: Nurul Najihah, Che Razali, et al.
Published: (2020)

Reference evapotranspiration estimation using adaptive neuro-fuzzy inference system
by: Karimaldini, Fatemeh
Published: (2011)

Sampling-based online motion planning for mobile robots: utilization of Tabu search and adaptive neuro-fuzzy inference system
by: Khaksar, Weria, et al.
Published: (2019)

Modelling of a conveyor-belt grain dryer utilizing a sigmoid network
by: Lutfy, Omar Farouq, et al.
Published: (2015)

An evaluation of the potential of adaptive neuro-fuzzy inference system in hydrological modelling and prediction
by: Ngahzaifa, Ab. Ghani
Published: (2012)

Prediction of maximum in-cylinder pressure by adaptive neuro-fuzzy inference system method
by: Jaliliantabar, Farzad, et al.
Published: (2020)

Electricity consumption forecasting using Adaptive Neuro-Fuzzy Inference System (ANFIS)
by: K.G., Tay, et al.
Published: (2019)

A genetically trained simplified ANFIS controller to control nonlinear MIMO systems
by: Lutfy, Omar F., et al.
Published: (2011)

Application of image processing and adaptive neuro-fuzzy system for estimation of the metallurgical parameters of a flotation process
by: Jahedsaravani, A., et al.
Published: (2016)

Predicting online banking fraud using adaptive neuro-fuzzy inference system (ANFIS)
by: Zammarah, Nuha Abdullah, et al.
Published: (2017)

Evaluation of wind turbine power generation by using an adaptive neuro fuzzy inference system
by: Hossain, Altab, et al.
Published: (2013)

An Adaptive Neuro-Fuzzy Inference System for a Dynamic Production Environment under Uncertainties
by: Amir, Azizi, et al.
Published: (2013)

Optimizing Adaptive Neuro Fuzzy Inference System (Anfis) With Dragonfly Algorithm For Cardiovascular Disease
by: Jinjiri, Wada Mohammed
Published: (2023)

In-socket sensory system with an adaptive neuro-based fuzzy inference system for active transfemoral prosthetic legs
by: Mohd Yusof, Nur Hidayah, et al.
Published: (2019)

Intelligent modeling and control of a conveyor belt grain dryer using a simplified type 2 neuro-fuzzy controller
by: Lutfy, Omar F., et al.
Published: (2015)

Analytical formulation of the integral square error for linear stable feedback control system
by: Shahemabadi, Ali Rafiei, et al.
Published: (2013)

Optimal adaptive neuro-fuzzy inference system architecture for time series forecasting with calendar effect
by: Putriaji Hendikawati,, et al.
Published: (2022)

Detection of Epileptic EEG Signal Using Wavelet Transform and Adaptive Neuro-Fuzzy Inference System
by: Khosropanah, Pegah
Published: (2011)

Tool condition monitoring of friction drilling process using adaptive neuro-fuzzy inference system
by: Abdul Mutalib, Mohd Zurrayen
Published: (2021)

A framework of modified adaptive neuro-fuzzy inference engine
by: Hossen, Md. Jakir
Published: (2012)

Integration of global positioning system and inertial navigation system with different sampling rate using adaptive neuro fuzzy inference system
by: Hasan, Ahmed M., et al.
Published: (2009)

Parameter estimation of K-distributed sea clutter based on fuzzy inference and Gustafson-Kessel clustering
by: Davari, Atefeh, et al.
Published: (2011)

Surface roughness prediction in high speed end milling using adaptive neuro-fuzzy inference system
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2015)

Short-term aging performance and simulation of modified binders using adaptive neuro-fuzzy inference system
by: Alas, Mustafa
Published: (2022)

Fracture density estimation from petrophysical log data using Adaptive Neuro-Fuzzy Inference System
by: Kadkhodaie, Ali
Published: (2011)

Integration of Adaptive Neuro-Fuzzy Inference System, Neural Networks and Geostatistical Methods for Fracture Density Modeling
by: Kadkhodaie, Ali, et al.
Published: (2013)

Adaptive Neuro-Fuzzy Inference System Model Based on the Width and Depth of the Defect in an Eddy Current Signal
by: Moneer, A. Faraj, et al.
Published: (2017)

Reservoir Inflow Forecasting Using Artificial Neural Network and Adaptive Neuro-Fuzzy Inference System Techniques
by: Googhari, Shahram Karimi
Published: (2007)

Fuzzy logic and adaptive neuro-fuzzy inference system for characterization of contaminant exposure through selected biomarkers in African catfish
by: Karami, Ali, et al.
Published: (2013)

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)

Application of adaptive neuro fuzzy inference system to support power transformer life estimation and asset management decision
by: Forouhari, Saleh, et al.
Published: (2018)

Co - active neuro-fuzzy inference systems model for predicting crude oil price based on OECD inventories
by: Chiroma, Haruna, et al.
Published: (2013)