NARX-based water quality index model of Air Busuk River using chemical parameter measurements

QR Code

NARX-based water quality index model of Air Busuk River using chemical parameter measurements

Water quality plays a major role in issues related to public health and marine life. Hence, monitoring river for contaminations is vital for ensuring safe and sustainable water resources. Conventional method for assessing water quality index is costly as it requires considerable amount of time and l...

Full description

Bibliographic Details
Published in:	Indonesian Journal of Electrical Engineering and Computer Science
Main Author:	Hasnan M.I.; Jaffar A.; Thamrin N.M.; Misnan M.F.; Yassin A.I.M.; Ali M.S.A.M.
Format:	Article
Language:	English
Published:	Institute of Advanced Engineering and Science 2021
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85114291129&doi=10.11591%2fijeecs.v23.i3.pp1663-1673&partnerID=40&md5=79a6c7e0ef9b6bbf559b75cd9a27c276

Similar Items

Application of Long-Short Term Memory for Accurate Biochemical Oxygen Demand Prediction in Rivers through Water Quality Parameters
by: Thamrin N.M.; Jaffar A.; Ali M.S.A.M.; Misnan M.F.; Yassin A.I.M.; Zan N.M.; Ibrahim N.N.L.N.
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)

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

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)

Switching Circuit For Automated Air Conditioner Control And Energy Saving In Classrooms
by: Redzuan N.M.; Rahman F.Y.A.; Thamrin N.M.; Razak N.A.; Ali M.S.A.M.; Yassin I.M.
Published: (2023)

MLP-NARX Bitcoin Price Prediction Model Integrating System Identification Modelling Principles
by: Nasarudin M.N.F.; Yassin I.M.; Ali M.S.A.M.; Mahmood M.K.A.; Baharom R.; Rizman Z.I.
Published: (2022)

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)

River basin change index for integrated river basin management of Langat River, Malaysia
by: Lim F.-H.; Lee W.-K.; Khor W.-S.; Chan L.; Sulaiman M.S.; Shaari H.; Jalil M.K.
Published: (2023)

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)

Performance Comparison of Perturbation Signals for Time-Varying Water Temperature Modeling Using NARX-Based BPSO
by: Hambali N.; Taib M.N.; Yassin A.I.M.; Rahiman M.H.F.
Published: (2019)

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)

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)

The effect of chemical parameters on water quality index in machine learning studies: A meta-analysis
by: Malek N.H.A.; Wan Yaacob W.F.; Nasir S.A.M.; Shaadan N.
Published: (2021)

Measuring the Sustainability of Air Freight System using integrated Sustainable Urban Transport Index (iSUTI)
by: Shariff S.S.R.; Mohamad N.A.; Sazali M.F.
Published: (2023)

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)

Sustainable Surface Water Dissolved Oxygen Monitoring at Lake 7/1F, Shah Alam, Selangor
by: Thamrin N.M.; Ali M.S.A.M.; Misnan M.F.; Ibrahim N.N.N.; Shaghaghi N.
Published: (2021)

Enhancing Chiller Plant Modelling Performance Through NARX-Based Feature Optimization
by: Zabidi A.; Jaya M.I.; Hassasn H.A.; Yassin I.M.
Published: (2023)

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)

Water Quality Index (WQI) classification of rivers in agriculture and aquaculture catchments
by: Baharudin F.; Kassim J.; Imran S.N.M.; Wahab M.A.
Published: (2021)

Prediction of Air Pollution Index Using Internet of Things and Low-Cost Sensor Measurements: A Case Study in Shah Alam, Malaysia
by: Hazmir M.I.; Ul-Saufie A.Z.; Shaziayani W.N.; Abidin A.W.Z.; Warris S.N.; Sulong N.A.; Nadzir S.M.; Harb S.M.
Published: (2023)

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)

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)

Bibliometric perspectives in mapping the progress of river water quality index studies
by: Md Shahri, et al.
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)

A new fuzzy weighted multivariate regression to predict water quality index at perak rivers
by: Yasin M.I.; Karim S.A.A.
Published: (2020)

Application of Heavy Metal Pollution Index (HPI) of Water Quality Assessment in Tengi River
by: Bahri N.S.T.S.; Saidi N.M.; Ariffin N.A.N.; Yunus S.M.
Published: (2024)

Energy efficient of WSN using two parameters selection
by: Din W.I.S.W.; Yahya S.; Taib M.N.; Yassin A.I.M.
Published: (2013)

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)

Comparative analysis of water quality index and river classification in Kereh River, Penang, Malaysia: Impact of untreated swine wastewater from Kampung Selamat pig farms
by: Waras M.N.; Zabidi M.A.; Ismail Z.; Sangaralingam M.; Gazzali A.M.; Harun M.S.R.; Aziz M.Y.; Mohamed R.; Najib M.N.M.
Published: (2024)

Multi-Layer Perceptron (MLP)-based Nonlinear Auto-Regressive with Exogenous Inputs (NARX) stock forecasting model
by: Yassin I.M.; Abdul Khalid M.F.; Herman S.H.; Pasya I.; Ab Wahab N.; Awang Z.
Published: (2017)

ADOPTING SUSTAINABILITY URBAN TRANSPORT INDEX (SUTI) INTO AIR FREIGHT SYSTEM
by: Mohamad N.A.; Shariff S.S.R.; Sazali M.F.
Published: (2023)

Comparative evaluation of various parameter estimation methods for extreme rainfall in Kelantan River Basin
by: Ng J.L.; Huang Y.F.; Tan S.K.; Lee J.C.; Md Noh N.I.F.; Thian S.Y.
Published: (2024)

Preliminary Modelling of Solar Quiet Geomagnetic Field Average using Non-Linear Autoregressive with Exogeneous Input (NARX)
by: Hashim M.H.; Jusoh M.H.; Burhanudin K.; Yassin I.M.; Hamid N.S.A.; Radzi Z.M.; Yoshikawa A.
Published: (2022)

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)

The combinations of selected parameters to prolong the network lifetime for cluster head selection in wireless sensor network
by: Din W.I.S.W.; Yahya S.; Taib M.N.; Yassin A.I.M.; Razali R.
Published: (2015)

ECOC-SVM Classification of Coffee Roast Levels based on MNDT s-Parameters
by: Salim A.; Yassin I.M.; Mahmood M.K.A.; Khan Z.I.; Ali M.S.A.M.; Shariff K.K.M.; Osman F.N.; Ahmad A.; Eskandari F.
Published: (2022)

Forecasting bitcoin price via intelligent hybrid STS-NARX model
by: Rashid N.A.; Ismail M.T.; Hamzalouh L.; Majahar Ali M.K.
Published: (2024)

Conceptual Design of Smart Network Adaptive Traffic Light in Creating Low-Carbon City
by: Misnan M.F.; Thamrin N.M.; Amin M.S.M.; Bakar Z.A.
Published: (2023)

Classification of Coffee Roast Levels using Multi-Layer Perceptron on MNDT s-Parameters
by: Salim A.; Yassin I.M.; Mahmood M.K.A.; Khan Z.I.; Ali M.S.A.M.; Mohd Shariff K.K.; Osman F.N.; Ahmad A.; Eskandari F.
Published: (2022)

Feasibility of Multilayer Perceptron (MLP) Network to Correlate Air Quality Index (AQI) and COVID-19 Daily Cases
by: Abd Maruzuki M.I.F.; Tengku Zahidi T.S.A.; Khairudin K.; Osman M.S.; Jasmy N.F.; Abdul Hadi B.; Akbar M.S.; Saufie A.Z.U.; Fathullah M.; Nor Syamsudin D.S.; Mohd Nazeri N.B.
Published: (2023)