Different Approaches of Multiple Linear Regression (MLR) Model in Predicting Ozone (O3) Concentration in Industrial Area

QR Code

Different Approaches of Multiple Linear Regression (MLR) Model in Predicting Ozone (O3) Concentration in Industrial Area

Meteorological conditions and other gaseous pollutants generally impacted the development of ozone (O3) in the atmosphere. The purpose of this study was to create the best O3 model for forecasting O3 concentrations in the industrial area and to determine the variables that affect O3 concentrations....

Full description

Bibliographic Details
Published in:	International Journal of Integrated Engineering
Main Author:	Napi N.N.L.M.; Abdullah S.; Mansor A.A.; Ghazali N.A.; Ahmed A.N.; Dom N.C.; Ismail M.
Format:	Article
Language:	English
Published:	Penerbit UTHM 2023
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85152670270&doi=10.30880%2fijie.2023.15.01.010&partnerID=40&md5=c8852861b94efa67c188866ac16469e3

Similar Items

Factors that lead to misbehaviour in class according to students' perception at UiTM Seremban 3 using Multiple Linear Regression (MLR) analysis
by: Saharizan M.D.; Sam M.M.M.; Kahar N.S.M.; Yasin Z.A.M.M.
Published: (2021)

Assessment of Daytime and Nighttime Ground Level Ozone Pollution in Malaysian Urban Areas
by: Ahmad A.N.; Abdullah S.; Mansor A.A.; Dom N.C.; Ahmed A.N.; Ismail N.A.; Ismail M.
Published: (2023)

Spatio-Temporal Modelling of Noise Pollution
by: Napi N.N.L.M.; Zainal M.H.; Abdullah S.; Dom N.C.; Mansor A.A.; Ahmed A.N.; Ismail M.
Published: (2021)

Forecasting Daytime Ground-Level Ozone Concentration in Urbanized Areas of Malaysia Using Predictive Models
by: Hashim N.M.; Noor N.M.; Ul-Saufie A.Z.; Sandu A.V.; Vizureanu P.; Deák G.; Kheimi M.
Published: (2022)

Multiple Linear Regression Model for Total Bed Material Load Prediction
by: Sinnakaudan S.K.; Ghani A.A.; Ahmad M.S.; Zakaria N.A.
Published: (2006)

Three days ahead prediction of daily 12 hour ozone (O3) concentrations for urban area in malaysia
by: Muhamad M.; Ul-Saufie A.Z.; Deni S.M.
Published: (2015)

Simulating the Upcoming Trend of Malaysia’s Unemployment Rate Using Multiple Linear Regression
by: Mohamad Adib N.S.Y.; Mohd Ibrahim A.A.; Abdul Halim M.H.
Published: (2021)

Comparison of solar radiation intensity forecasting using ANFIS and multiple linear regression methods
by: Suyono H.; Hasanah R.N.; Setyawan R.A.; Mudjirahardjo P.; Wijoyo A.; Musirin I.
Published: (2018)

Multiple Linear Regression on Ultra-Low Frequency (ULF) and Solar Wind for Earthquake Precursor Purposes
by: Umar, et al.
Published: (2023)

The Effect of Occupant in Energy Consumption Prediction via Multiple Linear Regression Model in an Educational Building
by: Mustapa R.F.; Nordin A.H.M.; Hairuddin M.A.; Mahadan M.E.; Dahlan N.Y.; Yassin I.M.
Published: (2024)

MULTIPLE LINEAR REGRESSION MODELLING FOR THE COMPACTION CHARACTERISTICS OF SEDIMENTARY SOIL MIXED BENTONITE AS COMPACTED LINER
by: Khalid N.; Mukri M.; Zain N.M.; Razak Z.; Jais I.M.
Published: (2023)

The Effect of Occupant in Energy Consumption Prediction via Multiple Linear Regression Model in an Educational Building
by: Mustapa, et al.
Published: (2024)

The performance of diagnostic-robust generalized potentials for the identification of multiple high leverage points in linear regression
by: Habshah M.; Norazan M.R.; Imon A.H.M.R.
Published: (2009)

Predicting particulate matter (PM2.5) in Malaysia using Multiple Linear Regression and Artificial Neural Network
by: Sobri N.M.; Wan Yaacob W.F.; Ismail N.A.; Malik M.A.A.; Rahman R.A.; Baser N.A.; Sukhairi S.A.M.
Published: (2021)

Novel Approach to Predict Ground-Level Ozone Concentration Using S-estimation and MM-Estimimation
by: Ul-Saufie A.Z.; Al-Jumeily D.; Hussain A.; Muhamad M.; Musafina J.; Ghali F.; Baker T.
Published: (2020)

An Analysis on Cost and Income Prediction System Using Multiple Linear Regression and Business Intelligence for Entrepreneur in Fruit Crop
by: Mishan M.T.; Amir A.L.; Salleh N.M.
Published: (2024)

Predicting of the physique performance and accuracy of college students based on multiple linear regression and BP neural network
by: Huang X.; Sulaiman M.S.B.; Rosli M.M.; Binchun J.
Published: (2023)

Development of linear regression model for brick waste generation in Malaysian construction industry
by: Hassan S.H.; Aziz H.A.; Zakariah Z.; Noor S.M.; Majid M.R.A.; Karim N.A.
Published: (2019)

Estimation of soil erodibility in Peninsular Malaysia: A case study using multiple linear regression and artificial neural networks
by: Rehman M.A.; Abd Rahman N.; Ibrahim A.N.H.; Kamal N.A.; Ahmad A.
Published: (2024)

Estimation of soil erodibility in Peninsular Malaysia: A case study using multiple linear regression and artificial neural networks
by: Rehman, et al.
Published: (2024)

THE EFFECT OF SECURITY IN THE GREEN BUILDING PRICE PREDICTION MODEL: A COMPARISON BETWEEN MULTIPLE LINEAR REGRESSION AND MACHINE LEARNING APPROACHES
by: Mohd T.; Masrom S.; Jamil N.S.; Harussani M.
Published: (2024)

MODELLING THE STUDENTS' PERCEPTION TOWARDS ENTREPRENEURSHIP IN HIGHER EDUCATIONAL INSTITUTION USING MULTIPLE LINEAR REGRESSION MODEL; [Memodel Persepsi Pelajar Terhadap Keusahawanan di Institusi Pengajian Tinggi Menggunakan Model Regresi Linear Berganda]
by: Abdullah N.A.; Jusoff M.K.S.; Kadir S.A.; Hamzah N.H.; Ibrahim N.S.; Ibrahim N.B.
Published: (2021)

MODELLING THE RETIREMENT PLANNING AMONG STAFF IN A PUBLIC UNIVERSITY BY USING MULTIPLE LINEAR REGRESSION; [Pemodelan Perancangan Persaraan Dikalangan Kakitangan di Sebuah Universiti Awam dengan Menggunakan Model Regresi Linear Berganda]
by: Rahman A.F.B.A.; Fekri W.N.F.W.A.; Fauzi N.Z.M.; Zukri S.M.; Hamzah N.H.
Published: (2022)

A new gradient method for solving linear regression model
by: Zull N.; Aini N.; Rivaie M.; Mamat M.
Published: (2019)

A comparative assessment of the LWR-IM traffic model using linear regression
by: Ng K.M.; Reaz M.B.I.; Ali M.A.M.; Razak N.A.
Published: (2016)

PM2.5 and ozone in office environments and their potential impact on human health
by: Othman M.; Latif M.T.; Yee C.Z.; Norshariffudin L.K.; Azhari A.; Halim N.D.A.; Alias A.; Sofwan N.M.; Hamid H.H.A.; Matsumi Y.
Published: (2020)

Coupling of quantile regression into boosted regression trees (BRT) technique in forecasting emission model of PM10 concentration
by: Shaziayani W.N.; Ul-Saufie A.Z.; Ahmat H.; Al-Jumeily D.
Published: (2021)

Linear regression and R-squared correlation analysis on major nuclear online plant cooling system
by: Mohamad Nor A.A.; Minhat M.S.; Ya'acob N.; Kassim M.
Published: (2023)

Logic design for linear regression model using ASIC in engine oil degradation monitoring system
by: Idros M.F.M.; Razak A.H.A.; Azmi M.F.; Suliman S.I.; Halim A.K.; Khairudin N.
Published: (2017)

Repellency effects of an ozone-producing air purifier against medically important insect vectors
by: Wan-Norafikah O.; Lee H.L.; Norazizah A.; Mohamad-Hafiz A.
Published: (2016)

Investigating the Indoor and Outdoor Respirable Suspended Particulates of Coarse (PM10), Fine (PM2.5) and Ultrafine (PM1)
by: Mansor A.A.; Ghazali M.I.H.; Abdullah S.; Dom N.C.; Ahmed A.N.; Ismail M.
Published: (2022)

Artificial Neural Network non-linear auto regressive moving average (NARMA) model for internet traffic prediction
by: Sahrani M.N.; Zan M.M.M.; Yassin I.M.; Zabidi A.; Ali M.S.A.M.
Published: (2017)

Educational Building's Energy Consumption Independent Variables Analysis using Linear Regression Model: A Comparative Study
by: Mustapa R.F.; Hamizah Mohd Nordin A.; Hairuddin M.A.; Suhaifiza W Ibrahim W.; Mohd Saleh S.A.; Dahlan N.Y.; Yassin I.M.
Published: (2023)

Evaluation of boosted regression tree for the prediction of the maximum 24-hour concentration of particulate matter
by: Shaziayani W.N.; Ul-Saufie A.Z.; Yusoff S.A.M.; Ahmat H.; Libasin Z.
Published: (2021)

ENHANCING ECOSYSTEM BIODIVERSITY THROUGH AIR POLLUTION CONCENTRATIONS PREDICTION USING SUPPORT VECTOR REGRESSION APPROACHES
by: Solehah S.U.; Abidin A.W.Z.; Warris S.N.; Shaziayani W.N.; Osman B.M.; Ibrahim N.; Noor N.M.; Ul-Saufie A.Z.
Published: (2023)

Soil Contamination Assessment at Pasir Gudang Industrial Area
by: Lat D.C.; Mat Yusof D.A.; Rashid A.M.; Yasin M.H.; Hamid H.A.; Razali R.; Ali N.; Jais I.B.M.
Published: (2024)

A MAPPING REVIEW ON SAFETY CULTURE IN MALAYSIAN INDUSTRIES: A RESEARCH REPORT FROM 2007 TO 2022
by: Rahim H.; Dom N.C.; Dapari R.; Precha N.
Published: (2023)

Epiphytic microalgae as biological indicators for carbon monoxide concentrations in different areas of Peninsular Malaysia
by: Razli S.A.; Abas A.; Ismail A.; Othman M.; Mohtar A.A.A.; Baharudin N.H.; Aiyub K.; Latif M.T.
Published: (2022)

Identifying Multiple Outliers in Linear Functional Relationship Model Using a Robust Clustering Method; [(Menentukan Data Terpencil Berganda bagi Model Linear Hubungan Fungsian Menggunakan Kaedah Berkelompok yang Lebih Kukuh)]
by: Ghapor A.A.; Zubairi Y.Z.; Al Mamun S.M.D.; Hassan S.F.; Aruchunan E.; Mokhtar N.A.
Published: (2023)

A comparison of model-based imputation methods for handling missing predictor values in a linear regression model: A simulation study
by: Hasan H.; Ahmad S.; Osman B.M.; Sapri S.; Othman N.
Published: (2017)