Performance Comparison of Perturbation Signals for Time-Varying Water Temperature Modeling Using NARX-Based BPSO

QR Code

Performance Comparison of Perturbation Signals for Time-Varying Water Temperature Modeling Using NARX-Based BPSO

There is an increasing concern on the perturbation signal analysis on nonlinear modeling for nonlinear systems. Several studies have shown the importance of suitable perturbation signal for the real nonlinear system applications. This study systematically reviews the performance comparison for nonli...

Full description

Bibliographic Details
Published in:	Lecture Notes in Electrical Engineering
Main Author:	Hambali N.; Taib M.N.; Yassin A.I.M.; Rahiman M.H.F.
Format:	Conference paper
Language:	English
Published:	Springer Verlag 2019
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85063459125&doi=10.1007%2f978-981-13-3708-6_21&partnerID=40&md5=d481bafafe9b6a5a923dd8f2094f8a3e

Similar Items

Nonlinear Modelling for Steam Temperature of Distillation Column: A Comparison between PRBS and MPRS Perturbation Signals
by: Hambali N.; Taib M.N.; Yassin A.I.M.; Rahiman M.H.F.
Published: (2018)

Investigating effects of pre-processing variation on time-varying steam temperature of distillation column
by: Hambali N.; Taib M.N.; Yassin A.I.M.; Rahiman M.H.F.
Published: (2019)

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)

A review on nonlinear modeling for steam distillation system and its significance
by: Hambali N.; Rahiman M.H.F.; Taib M.N.; Yassin A.I.M.
Published: (2016)

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)

NARX-based water quality index model of Air Busuk River using chemical parameter measurements
by: Hasnan M.I.; Jaffar A.; Thamrin N.M.; Misnan M.F.; Yassin A.I.M.; Ali M.S.A.M.
Published: (2021)

Optimizations of NARX lag space selection for a Multi-Layer Perceptron (MLP)-based model of a down-flowing steam distillation system using Particle Swarm Optimization (PSO)
by: Nordin M.N.N.; Rahiman M.H.F.; Adnan R.; Yusoff Z.M.; Yassin I.M.
Published: (2012)

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)

Quantification of energy savings from an awareness program using NARX-ANN in an educational building
by: Mustapa R.F.; Dahlan N.Y.; Yassin A.I.M.; Nordin A.H.M.
Published: (2020)

Effect of swarm size parameter on Binary Particle Swarm optimization-based NARX structure selection
by: Yassin I.M.; Taib M.N.; Adnan R.; Salleh M.K.M.; Hamzah M.K.
Published: (2012)

Review on significant parameters in water quality and the related artificial intelligent applications
by: Shamsudin S.N.; Azman A.A.; Ismail N.; Rahiman M.H.F.; Ahmad A.H.; Taib M.N.
Published: (2016)

Real time implementation of first order model reference adaptive control (MRAC) without integral on regulating temperature of glycerin bleaching process
by: Jalil M.H.A.; Taib M.N.; Fazalul Rahiman M.H.; Hamdan R.; Marzaki M.H.
Published: (2015)

Threshold effects for the generalized friedrichs model with the perturbation of rank one
by: Lakaev S.; Ibrahim A.; Kurbanov S.
Published: (2012)

Predictive Modelling Insights with Interpretable NARX - LIME for Geomagnetic Disturbance-Storm-Time Index
by: Nafisah Mazlan A.D.; Hairuddin M.A.; K.a N.D.; Tahir N.M.; Jusoh M.H.
Published: (2024)

Optimization Methods for Integrating DG and BESS With Time-Varying Loads In The Distribution Networks: A Review
by: Isa S.S.M.; Ibrahim M.N.; Ahmad A.M.; Dahlan N.Y.; Jamahori H.F.B.; Ahmad M.S.
Published: (2024)

Comparison between cascade forward and multi-layer perceptron neural networks for NARX functional electrical stimulation (FES)-based muscle model
by: Yassin I.M.; Jailani R.; Ali M.S.A.M.; Baharom R.; Hassan A.H.A.; Rizman Z.I.
Published: (2017)

Nonlinear Auto-Regressive with Exogenous Inputs (NARX) Modelling of Hydroponics Water pH Level in response to Acid and Alkaline Solutions
by: Saaid M.F.; Nordin M.K.; Yassin I.M.; Tahir N.M.
Published: (2023)

Development of web application for agarwood oil quality discriminator in virtualization platform
by: Abas M.A.H.; Zubir N.S.A.; Ismail N.; Ali N.A.M.; Rahiman M.H.F.; Yassin A.I.M.; Tajuddin S.N.; Taib M.N.
Published: (2017)

Characteristic of steam distillation pot with induction heating system based on step test response
by: Muhammad Z.; Rahiman M.H.F.; Taib M.N.
Published: (2011)

Optimizing Performance and Energy Efficiency of Agarwood Hydro Distillation Pot Through Various PID Control
by: Mohammad N.N.; Fatah M.T.A.; Rahiman M.H.F.; Hambali N.
Published: (2024)

The Implementation of the Single Perturbation Load Approach to Axially-Compressed Stiffened-Stringer Cylinder
by: Ismail M.S.; Nordin F.N.; Le C.H.; Nguyen H.Q.; Mahmud J.
Published: (2024)

Optimizing Photovoltaic Systems for Power Losses Reduction under Time-Varying Loads: A Coyote Optimization Approach
by: Isa S.S.M.; Ibrahim M.N.; Ahmad A.M.; Nordin S.; Dahlan N.Y.; Jamahori H.F.B.
Published: (2024)

Enhancing photovoltaic system maximum power point tracking with fuzzy logic-based perturb and observe method
by: Jafar M.I.A.; Zakaria M.I.; Dahlan N.Y.; Kamarudin M.N.; El Fezazi N.
Published: (2024)

System identification for essential oil extraction system: An overview
by: Rahiman M.H.F.; Taib M.N.; Salleh Y.Md.
Published: (2009)

Analog to Digital Meter Reader Converter Using Signal Processing Technique
by: Hassan H.A.; Zabidi A.; Yassin A.I.M.
Published: (2021)

The performance of Artificial Bee Colony (ABC) in structure selection of polynomial NARX models
by: Zabidia A.; Tahira N.M.; Yassin I.M.
Published: (2017)

Effects of temperature, time and pressure on the hemicelluloses yield extracted using subcritical water extraction
by: Sabiha Hanim S.; Norsyabilah R.; Nor Suhaila M.H.; Noraishah A.; Siti Kartina A.K.
Published: (2012)

Student performance classification: a comparison of feature selection methods based on online learning activities
by: Alias M.A.H.; Aziz M.A.A.; Hambali N.; Taib M.N.
Published: (2024)

Design of imc-pid controller with fractional-order filter for steam distillation essential oil extraction process
by: Johari S.N.H.B.; Rahiman M.H.F.; Hambali N.; Adnan R.; Tajjudin M.
Published: (2020)

Intelligent grading of kaffir lime oil quality using non-linear support vector machine
by: Jailani N.S.J.; Muhammad Z.; Rahiman M.H.F.; Taib M.N.
Published: (2022)

Enhancing Chiller Plant Modelling Performance Through NARX-Based Feature Optimization
by: Zabidi A.; Jaya M.I.; Hassasn H.A.; Yassin I.M.
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)

Measuring time-varying effective reproduction numbers for COVID-19 and their relationship with movement control order in malaysia
by: Musa K.I.; Arifin W.N.; Mohd M.H.; Jamiluddin M.S.; Ahmad N.A.; Chen X.W.; Hanis T.M.; Bulgiba A.
Published: (2021)

Real-time Vertical Air Quality Monitoring System Development for Urban Scale
by: Shukri S.M.K.; Asmat A.; Rahiman M.H.F.; Japeri A.Z.U.M.; Sahwee Z.
Published: (2024)

Non-Linear Autoregressive with Exogenous Input (Narx) Chiller Plant Prediction Model
by: Zabidi A.; Jaya M.I.M.; Din W.I.S.W.; Hassan H.A.; Yassin I.M.
Published: (2021)

Particle Swarm Optimization for NARX-ANN Baseline Energy Modelling in Educational Buildings
by: Mustapa R.F.; Dahlan N.Y.; Yassin I.M.; Hamizah Mohd Nordin A.; Mahadan M.E.; Mohamad S.
Published: (2019)

Neural Network (NN), Perturb and Observe (PO), and Hybrid NN-PO for MPPT Controller in PV System
by: Bin Lokman Fikry A.S.; Saaidin S.; Sulaiman N.; Kutty S.B.; Kassim M.
Published: (2024)

The performance of Binary Artificial Bee Colony (BABC) in structure selection of polynomial NARX and NARMAX Models
by: Zabidi A.; Tahir N.M.; Yassin I.M.; Rizman Z.I.
Published: (2017)

Analysis of aroma profile of agarwood incense smoke by SPME and GC-FID combined with GC-MS
by: Ismail N.; Ibrahim M.; Zareen S.; Tajuddin S.N.; Rahiman M.H.F.; Taib M.N.
Published: (2016)

The k-nearest neighbor modelling by varying Mahalanobis and correlation in distance metric for agarwood oil quality classification
by: Jainalabidin N.S.M.; Amidon A.F.M.; Ismail N.; Yusoff Z.M.; Tajuddin S.N.; Taib M.N.
Published: (2022)