Comparison between PSO, NE, QR, SVD methods for least squares DC motor identification

QR Code

Comparison between PSO, NE, QR, SVD methods for least squares DC motor identification

This paper explores the application of the Particle Swarm Optimization (PSO) algorithm for parameter estimation of a Nonlinear Auto-Regressive with Exogeneous Model (NARX) of a Direct Current (DC) motor. The two-step identification step consists of structure selection and parameter estimation. The s...

Full description

Bibliographic Details
Published in:	ISCAIE 2015 - 2015 IEEE Symposium on Computer Applications and Industrial Electronics
Main Author:	Abdullah S.M.; Yassin I.M.; Tahir N.M.
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2015
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-84959064884&doi=10.1109%2fISCAIE.2015.7298337&partnerID=40&md5=864dc2d19db673d2bc9e0f6e0fbaaf8b

Similar Items

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)

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)

Identification of DC motor drive system model using Radial Basis Function (RBF) neural network
by: Yassin I.M.; Taib M.N.; Abdul Aziz M.Z.; Abdul Rahim N.; Tahir N.Md.; Johari A.
Published: (2011)

Particle swarm optimization and least squares estimaton of NARMAX
by: Abdullah S.M.; Yassin A.I.M.; Tahir N.M.
Published: (2015)

Human gait recognition using orthogonal least square as feature selection
by: Sahak R.; Tahir N.M.; Yassin A.I.M.; Kamaruzaman F.H.
Published: (2019)

Performance comparison between mutative and constriction PSO in optimizing MFCC for the classification of hypothyroid infant cry
by: Zabidi A.; Mansor W.; Lee Y.K.; Yassin I.M.; Sahak R.
Published: (2011)

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)

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)

NARX muscle model based on Functional Electrical Stimulation (FES) using polynomial estimators and Singular Value Decomposition (SVD)
by: Yassin I.M.; Zabidi A.; Jailani R.; Tahir N.M.; Ali M.S.A.M.
Published: (2016)

Human gait recognition based on frontal view using kinect features and orthogonal least square selection
by: Sahak R.; Tahir N.M.; Yassin A.I.; Kamaruzaman F.
Published: (2018)

An orthogonal least square approach to select features of infant cry with asphyxia
by: Sahak R.; Mansor W.; Khuan L.Y.; Yassin A.I.M.; Zabidi A.
Published: (2010)

Human gait recognition using skeleton joint coordinates with orthogonal least square and locally linear embedded techniques
by: Sahak R.; Tahir N.M.; Yassin A.I.M.; Kamaruzaman F.H.; Al Misreb A.
Published: (2018)

Orthogonal least square based support vector machine for the classification of infant cry with asphyxia
by: Sahak R.; Mansor W.; Lee Y.K.; Mohd Yassin A.I.; Zabidi A.
Published: (2010)

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)

Optimized Support Vector Machine for classifying infant cries with asphyxia using Orthogonal Least Square
by: Sahak R.; Lee Y.K.; Mansor W.; Yassin A.I.M.; Zabidi A.
Published: (2010)

A Comparative Study between Ridge MM and Ridge Least Trimmed Squares Estimators in Handling Multicollinearity and Outliers
by: Affindi A.N.; Ahmad S.; Mohamad M.
Published: (2019)

Enhancement Cascaded Least Square of RLS and NLMS for Wireless Communication System
by: Sulong S.M.; Idris A.; Ali D.M.; Salih N.M.
Published: (2023)

The nonlinear least square fitting for rotation curve of orion dwarf spiral
by: Hashim N.; Abidin Z.Z.; Ibrahim U.F.S.U.; Hassan M.S.R.; Hamidi Z.S.; Umar R.; Ibrahim Z.A.
Published: (2015)

Orthogonal least square and optimized support vector machine with polynomial kernel for classifying asphyxiated infant cry
by: Sahak R.; Mansor W.; Lee Y.K.; Zabidi A.; Yassin A.I.M.
Published: (2011)

The application of modified least trimmed squares with genetic algorithms method in face recognition
by: Abdul Rahim N.A.; Md. Ghani N.A.; Mohamed N.; Hashim H.; Musirin I.
Published: (2017)

Trend Analysis on Water Quality Index Using the Least Squares Regression Models
by: Zawawi I.S.M.; Haniffah M.R.M.; Aris H.
Published: (2022)

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

Detection of asphyxia from infant cry using support vector machine and multilayer perceptron integrated with Orthogonal Least Square
by: Sahak R.; Mansor W.; Khuan L.Y.; Zabidi A.; Yassin A.I.M.
Published: (2012)

A methodological exploration to determine transportation disadvantage variables: The partial least square approach
by: Rashid K.; Yigitcanlar T.
Published: (2015)

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)

Detection of asphyxia from infant cry by linear kernel support vector machine enhanced with features from orthogonal least square
by: Sahak R.; Lee Y.K.; Mansor W.; Zabidi A.; Yassin A.I.M.
Published: (2011)

Modified BPNN via iterated least median squares, particle Swarm optimization and firefly algorithm
by: Md Ghani N.A.; Kamaruddin S.B.A.; Ramli N.M.; Musirin I.; Hashim H.
Published: (2017)

Medium term load forecasting using evolutionary programming-least square support vector machine
by: Yasin Z.M.; Zakaria Z.; Razak M.A.A.; Aziz N.F.A.
Published: (2015)

Short near infrared spectroscopy coupled with partial least square for the detection of adulteration in soybean oil
by: Basri K.N.; Khir M.F.A.; Rani R.A.; Sharif Z.; Rusop M.; Zoolfakar A.S.
Published: (2018)

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)

Secured QR Scanner (SQR) based on Query Method
by: Sabri N.S.A.M.; Mohamed Noor N.; Kasiran Z.
Published: (2023)

Solving ordinary differential equation (ODE) using least square method: Application of steepest descent method
by: Husin S.F.; Mamat M.; Ibrahim M.A.H.; Rivaie M.
Published: (2019)

Power Transformer Classification through Dissolved Gas Analysis Utilizing Least-Square Support Vector Machine
by: Yasin Z.M.; Zakaria F.; Salim N.A.; Ab Aziz N.F.
Published: (2024)

Particle Swarm Optimization (PSO) Model for Hydroponics pH Control System
by: Saaid M.F.; Yassin A.I.M.; Tahir N.M.
Published: (2021)

SPATIAL CLUSTERING PHENOMENA OF COVID-19 CASES IN SELANGOR: A HOTSPOT ANALYSIS AND ORDINARY LEAST SQUARES METHOD
by: Mohammad, et al.
Published: (2023)

PSO-Optimized CoVID-19 MLP-NARX Mortality Prediction Model
by: Yassin I.M.; Zabidi A.; Ali M.S.A.M.; Baharom R.
Published: (2021)

Digital Payment during Pandemic: An Extension of the Unified Model of QR Code
by: Musyaffi A.M.; Johari R.J.; Rosnidah I.; Sari D.A.P.; Amal M.I.; Tasyrifania I.; Pertiwia S.A.; Sutanti F.D.
Published: (2021)

Lanthanum-Ferrite based cathode: Impedance data interpretation via complex nonlinear least-squares and distribution of relaxation times analyses
by: Safian, et al.
Published: (2024)

Lanthanum-Ferrite based cathode: Impedance data interpretation via complex nonlinear least-squares and distribution of relaxation times analyses
by: Safian S.D.; Abd Malek N.I.; Abdul Malik L.; Azad A.K.; Luengchavanon M.; Tseng C.J.; Osman N.
Published: (2024)

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)