Identification of DC motor drive system model using Radial Basis Function (RBF) neural network

QR Code

Identification of DC motor drive system model using Radial Basis Function (RBF) neural network

In this paper, we present a Radial Basis Function Neural Network (RBFNN)-based Nonlinear Auto-Regressive Model with Exegeneous Inputs (NARX) model of a DC motor drive controller model by (Rahim, 2004). Tests were conducted to measure the accuracy of the model (using One Step Ahead (OSA) and its vali...

Full description

Bibliographic Details
Published in:	2011 IEEE Symposium on Industrial Electronics and Applications, ISIEA 2011
Main Author:	Yassin I.M.; Taib M.N.; Abdul Aziz M.Z.; Abdul Rahim N.; Tahir N.Md.; Johari A.
Format:	Conference paper
Language:	English
Published:	2011
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-84855691826&doi=10.1109%2fISIEA.2011.6108685&partnerID=40&md5=9df1bc04a9f5e754de8a179097fa6d93

Similar Items

Identification of essential oil extraction system using Radial Basis Function (RBF) Neural Network
by: Yunan I.; Yassin I.M.; Adnan S.F.S.; Rahiman M.H.F.
Published: (2012)

Performance evaluation of radial basis function (RBF) and multilayer perceptron (MLP) in identifying the contributory factors of learning habits during COVID-19
by: Mangshor N.N.A.; Ibrahim S.; Sabri N.; Hamzah H.H.M.; Kamaruddin S.A.
Published: (2024)

NARMAX identification of DC motor model using repulsive particle swarm optimization
by: Supeni E.; Yassin I.M.; Ahmad A.; Abdul Rahman F.Y.
Published: (2009)

Series Motor Four Quadrants DC Chopper For DC Drive Electric Vehicle Driving Cycle Test
by: Hazrimy F.; Arof S.; Mawby P.; Arof H.; Noorsal E.
Published: (2023)

Comparison between PSO, NE, QR, SVD methods for least squares DC motor identification
by: Abdullah S.M.; Yassin I.M.; Tahir N.M.
Published: (2015)

Graduate Data Job Classification Using Support Vector Machine with Radial Basis Function Kernel
by: Hisham M.H.H.; Abdul Aziz M.A.; Sulaiman A.A.
Published: (2023)

DC Drive Electric Car Utilizing Series Motor and Four Quadrants Drive DC Chopper Parameter Determination from General Design Requirements
by: Arof S.; Noor N.M.; Nur Diyanah N.H.; Mawby P.; Arof H.; Noorsal E.
Published: (2021)

Series Motor Four Quadrants Drive DC Chopper Controllers Noise Cancellation
by: Sazali M.S.; Arof S.; Mawby P.; Arof H.; Noorsal E.
Published: (2023)

Comparison between PSO and OLS for NARX parameter estimation of a DC motor
by: Mohamad M.S.A.; Yassin I.M.; Zabidi A.; Taib M.N.; Adnan R.
Published: (2013)

Particle swarm optimization for NARX structure selection - Application on DC motor model
by: Yassin I.M.; Taib M.N.; Rahim N.A.; Salleh M.K.M.; Abidin H.Z.
Published: (2010)

Embedded System Using a PIC Microcontroller for Series Motor Four Quadrants Drive DC Chopper Controllers for the Application in Electrical Vehicles
by: Arof S.; Noor N.M.; Mawby P.; Arof H.; Noorsal E.
Published: (2022)

Current derating in fault-tolerant multiphase induction motor drives
by: Che H.S.; Tousizadeh M.; Munim W.N.W.A.; Rahim N.A.
Published: (2022)

Model Reference Adaptive Controller without Integral (MRACWI) for Position Control of a DC Motor
by: Jalil M.H.A.; Hamdan R.; Latif S.A.F.A.; Ngadengon R.; Kadir H.A.; Noh F.H.M.; Kasuan N.
Published: (2019)

A Unified Analysis of the Fault Tolerance Capability in Six-Phase Induction Motor Drives
by: Munim W.N.W.A.; Duran M.J.; Che H.S.; Bermudez M.; Gonzalez-Prieto I.; Rahim N.A.
Published: (2017)

Design Half Bridge DC-DC LCC Series-Parallel Loaded Resonant Converter
by: Fauzi Bin Omar I.M.; Abdul Halim M.B.; Zin N.M.
Published: (2023)

Optimal features for classifying asphyxiated infant cry using support vector machine with RBF kernel
by: Sahak R.; Lee Y.K.; Mansor W.; Yassin A.I.M.; Zabidi A.
Published: (2011)

Predicting drug contents of hydroxypropylmethylcellulose films using artificial neural network
by: Alias A.; Taib M.N.; Wui W.T.; Anuar N.K.; Tahir N.Md.
Published: (2009)

Improving the efficiency of induction motor drive by flux and torque control: A hybrid LSE-RERNN approach
by: Sivaraju S.S.; Senthilkumar T.; Sankar R.; Anuradha T.; Usha S.; Bin Musirin I.
Published: (2024)

Improving the efficiency of induction motor drive by flux and torque control: A hybrid LSE-RERNN approach
by: Sivaraju, et al.
Published: (2024)

Extended analysis of bpso structure selection of nonlinear auto-regressive model with exogenous inputs (NARX) of direct current motor
by: Yassin I.M.; Taib M.N.; Adnan R.
Published: (2014)

Discrete-Time Linear System of New Series Motor Four-Quadrant Drive Direct Current Chopper Numerically Represented by Taylor Series: Part 1: Driving Mode Operation
by: Arof S.; Sukiman E.D.; Diyanah N.H.N.; Noor N.M.; Noorsal E.; Mawby P.; Arof H.
Published: (2020)

Multiple DGs and DSTATCOMs Allocation in Radial Distribution Network using Hybrid BVSI-CPVI MOPSO
by: Ismail B.; Abdul Wahab N.I.; Othman M.L.; Mohd Radzi M.A.; Vijyakumar K.N.
Published: (2023)

EEG Signals Identification Using Neural Network Due To Radiofrequency Exposure
by: Isa R.M.; Nasir Taib M.; Mohd Aris S.A.
Published: (2023)

The physical and cultural attributes of ethnic enclave: A basis for conservation
by: Bakri A.F.; Qamaruz Zaman N.; Kamarudin H.; Mohd Dom M.; Alias Z.
Published: (2014)

Classification of Kolb's learning styles using EEG sub-band spectral centroid frequencies and artificial neural network
by: Ali M.M.; Jahidin A.H.; Taib M.N.; Tahir N.M.; Yassin I.M.
Published: (2016)

Classification of intelligence quotient via brainwave sub-band power ratio features and artificial neural network
by: Jahidin A.H.; Megat Ali M.S.A.; Taib M.N.; Tahir N.; Yassin I.M.; Lias S.
Published: (2014)

Human driving skill for human adaptive mechatronics applications by using neural network system
by: Ishak M.H.I.; Mazni M.; Hisham A.A.B.
Published: (2015)

Classification of Parkinson's disease based on Multilayer Perceptrons Neural Network
by: Bakar Z.A.; Tahir N.M.; Yassin I.M.
Published: (2010)

Photocatalysis for organic wastewater treatment: From the basis to current challenges for society
by: Mashuri S.I.S.; Ibrahim M.L.; Kasim M.F.; Mastuli M.S.; Rashid U.; Abdullah A.H.; Islam A.; Asikin-Mijan N.; Tan Y.H.; Mansir N.; Kaus N.H.M.; Hin T.-Y.Y.
Published: (2020)

Application of Orthogonal Least Square (OLS) for selection of Mel frequency cepstrum coefficients for classification of spoken letters using MLP classifier
by: Rozali M.F.; Yassin I.M.; Zabidi A.; Mansor W.; Tahir N.Md.
Published: (2011)

Computer Simulation Model of the Safe-Commutation Algorithm for the Four Quadrant Operations of AC-DC Converter using SPMC
by: Baharom R.; Johari N.S.; Abdullah N.H.; Wan Abdul Munim W.N.
Published: (2022)

Series Motor Four-Quadrant DC Chopper: Reverse Mode, Direct Current Control, Triple Cascade PIDs, and Ascend-Descend Algorithm with Feedback Optimization for Automatic Reverse Parking
by: Arof S.; Said M.S.; Diyanah N.H.N.; Noor N.M.; Jalil J.A.; Mawby P.; Arof H.; Noorsal E.
Published: (2020)

Phylogeny and infrageneric classification of Correa Andrews (Rutaceae) on the basis of nuclear and chloroplast DNA
by: Othman R.N.A.; Jordan G.J.; Worth J.R.P.; Steane D.A.; Duretto M.F.
Published: (2010)

Series-loaded resonant converter DC-DC buck operating for low power
by: Omar M.F.; Haris H.C.M.
Published: (2017)

Power Control of Solar Cell Voltage by Using DC-DC Boost Converter
by: Hashim H.; Ribuang M.Y.M.; Saad P.S.M.; Shariffudin S.S.; Harun Z.
Published: (2024)

Optimizing the Output Voltage of Piezoelectric Energy Harvesting with DC-DC Booster Circuit
by: Bin Sahijin I.A.; Karim J.; Zainol Murad S.A.
Published: (2023)

Agarwood oil quality identification using artificial neural network modelling for five grades
by: Huzir S.M.H.M.; Tajuddin S.N.; Yusoff Z.M.; Ismail N.; Almisreb A.A.; Taib M.N.
Published: (2024)

Verification of lossless ZVS condition for three-phase AC-DC CIHRC
by: Baharom R.; Seroji M.N.; Yassin A.I.M.
Published: (2018)

Molecular basis of specificity and deamidation of eIF4A by Burkholderia Lethal Factor 1
by: Mobbs G.W.; Aziz A.A.; Dix S.R.; Blackburn G.M.; Sedelnikova S.E.; Minshull T.C.; Dickman M.J.; Baker P.J.; Nathan S.; Raih M.F.; Rice D.W.
Published: (2022)

MySQL database lookup table for Binary Particle Swarm optimization-based system identification
by: Yassin I.M.; Taib M.N.; Adnan R.; Salleh M.K.M.; Hamzah M.K.
Published: (2012)