Utilizing Artificial Neural Network for Boiler Feedwater Quality Parameters Prediction at Perlis Power Plant

QR Code

Utilizing Artificial Neural Network for Boiler Feedwater Quality Parameters Prediction at Perlis Power Plant

This study proposes a model to predict the feedwater quality parameters that can cause corrosion and scaling in the Perlis Power Plant boiler using an artificial neural network (ANN) for four years. The related operating parameters and boiler feedwater chemistry, notably pH, specific conductivity, s...

Full description

Bibliographic Details
Published in:	2023 4th International Conference on Artificial Intelligence and Data Sciences: Discovering Technological Advancement in Artificial Intelligence and Data Science, AiDAS 2023 - Proceedings
Main Author:	Syahmi Kefeli M.I.; Majnis M.F.
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2023
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85176598351&doi=10.1109%2fAiDAS60501.2023.10284700&partnerID=40&md5=3d2d3212b17d00bfbb181b701edb342f

Similar Items

Solar power prediction based on Artificial Neural Network guided by feature selection for Large-scale Solar Photovoltaic Plant
by: Amer H.N.; Dahlan N.Y.; Azmi A.M.; Latip M.F.A.; Onn M.S.; Tumian A.
Published: (2023)

Solar power prediction based on Artificial Neural Network guided by feature selection for Large-scale Solar Photovoltaic Plant
by: Amer, et al.
Published: (2023)

Predicting Transformer Health Indices Through Oil Quality Parameters with Artificial Neural Networks (ANN)
by: Abd Aziz A.M.; Azmi M.A.; Izwan Mohd Supian M.F.; Talib M.A.; Abidin A.F.; Al Junid S.A.M.
Published: (2023)

Artificial neural network and convolutional neural network for prediction of dental caries
by: Basri K.N.; Yazid F.; Mohd Zain M.N.; Md Yusof Z.; Abdul Rani R.; Zoolfakar A.S.
Published: (2024)

Artificial neural network and convolutional neural network for prediction of dental caries
by: Basri, et al.
Published: (2024)

Artificial neural network modeling for predicting the quality of water in the Sabak Bernam River
by: Affandi F.; Rahman M.F.A.; Ani A.I.C.; Sulaiman M.S.
Published: (2022)

Utilizing Spectral Indices on UAV Multispectral Images for Paddy Healthiness Detection: A Case Study in Perlis, Malaysia.
by: Aziz N.H.; Narashid R.H.; Razak T.R.; Anshah S.A.; Talib N.; Zainuddin K.; Latif Z.; Hashim N.
Published: (2024)

Selected Malaysia stock predictions using artificial neural network
by: Bahrun P.N.; Taib M.N.
Published: (2009)

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)

Simplified Artificial Neural Network Configuration in R Programming for Predictive Modelling
by: Razak T.R.; Jarimi H.; Ahmad E.Z.
Published: (2023)

Review of Artificial Neural Network Approaches for Predicting Building Energy Consumption
by: Md Ramli S.S.; Nizam Ibrahim M.; Mohamad A.; Daud K.; Saidina Omar A.M.; Darina Ahmad N.
Published: (2023)

Energy Consumption and Energy Efficiency Prediction using Artificial Neural Network
by: Khairunizam F.N.B.; Salim N.A.; Mohamad H.; Yasin Z.M.
Published: (2024)

Prediction of Electromagnetic Properties Using Artificial Neural Networks for Oil Recovery Factors
by: Surajudeen Sikiru; Soleimani H.; Shafie A.; Olayemi R.I.; Hassan Y.M.
Published: (2023)

Analyzing geometric parameters in inclined enclosures filled with magnetic nanofluid using artificial neural networks
by: Hai T.; Alsharif S.; Ali M.A.; Singh P.K.; Alizadeh A.
Published: (2023)

Prediction of Transmission Losses Allocation using Artificial Neural Network and Z-Bus Tracing
by: Hamid Z.A.; James V.A.; Musirin I.; Salim N.A.
Published: (2024)

Artificial neural network hyperparameters optimization for predicting the thermal conductivity of MXene/graphene nanofluids
by: Shang Y.; Hammoodi K.A.; Alizadeh A.; Sharma K.; jasim D.J.; Rajab H.; Ahmed M.; Kassim M.; Maleki H.; Salahshour S.
Published: (2024)

Artificial neural network hyperparameters optimization for predicting the thermal conductivity of MXene/graphene nanofluids
by: Shang, et al.
Published: (2024)

Predictive model of parameters validation for the Vortexanda technique by using fuzzy logic and neural network
by: Kamal N.A.; Shin S.; Park H.
Published: (2017)

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)

Investigation on Soil Strength and Microstructure of Palm Oil Boiler Ash with Sodium Hydroxide and Sodium Silicate as Alkaline Solution
by: Zainuddin A.N.; Mukri M.; Sidek N.
Published: (2022)

Dynamic optimization of boiler for minimizing energy consumption in the intentionally transient process operation: effect of different interval number
by: Rohman, et al.
Published: (2024)

Dynamic optimization of boiler for minimizing energy consumption in the intentionally transient process operation: Effect of different interval number
by: Rohman F.S.; Wan Alwi S.R.; Azmi A.; Er H.A.; Ahmad Termizi S.N.A.
Published: (2024)

Reply: Per capita sugar consumption in Switzerland is not extreme
by: Masood M.; Masood Y.; Newton T.
Published: (2014)

Predicting Dengue Outbreak based on Meteorological Data Using Artificial Neural Network and Decision Tree Models
by: Krishnan N.F.M.; Zukarnain Z.A.; Ahmad A.; Jamaludin M.
Published: (2022)

3E investigation and artificial neural network optimization of a new triple-flash geothermally-powered configuration
by: Hai T.; Asadollahzadeh M.; Chauhan B.S.; AlQemlas T.; Elbadawy I.; Salah B.; Feyzbaxsh M.
Published: (2023)

Human posture recognition using android smartphone and artificial neural network
by: Idris M.I.; Zabidi A.; Yassin I.M.; Ali M.S.A.M.
Published: (2016)

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)

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)

Removal of ammonia nitrogen, nitrate, phosphorus and cod from sewage wastewater using palm oil boiler ash composite adsorbent
by: Manikam M.K.; Halim A.A.; Hanafiah M.M.; Krishnamoorthy R.R.
Published: (2019)

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)

Forecasting Generation of 50MW Gambang Large Scale Solar Photovoltaic Plant Using Artificial Neural Network-Particle Swarm Optimization
by: Dahlan N.Y.; Zamri M.S.M.; Zaidi M.I.A.; Azmi A.M.; Zailani R.
Published: (2022)

Long-Term Solar Power Generation Forecasting in the Eastern Coast Region of Malaysia using Artificial Neural Network (ANN) Method
by: Iskandar M.A.; Abd Aziz M.A.S.; Sivaraju S.S.; Borhan N.; Mohtar W.A.A.-Q.I.W.; Ahmad N.
Published: (2024)

Evaluation of global digital elevation model for flood risk management in perlis
by: Pa’suya M.F.; Din A.H.M.; Amin Z.M.; Omar K.M.; Omar A.H.; Rusli Ruslik N.
Published: (2019)

Subgrade stabilization for road foundation in application for inundated area in Perlis, Malaysia
by: Ghazaly Z.M.; Bawadi N.F.; Ahmad M.M.; Nujid M.M.; Zaki M.F.M.
Published: (2024)

Utilization of machine learning and neural networks to optimize the enclosure angle, magnetic field, and radiation parameter for mixed convection of hybrid nanofluid flow next to assess environmental impact
by: Hai T.; Dhahad H.A.; Ali M.A.; Goyal V.; Almojil S.F.; Almohana A.I.; Alali A.F.; Almoalimi K.T.; Qasim Ahmed Alyousuf F.
Published: (2023)

Quality prediction and classification of resistance spot weld using artificial neural network with open-sourced, self-executable and GUI-based application tool Q-Check
by: Abd Halim S.; Manurung Y.H.P.; Raziq M.A.; Low C.Y.; Rohmad M.S.; Dizon J.R.C.; Kachinskyi V.S.
Published: (2023)

Power converter for dual-power PV-grid energy system utilizing cascaded multilevel inverter
by: Ibrahim I.R.; Omar A.M.; Hussain Z.
Published: (2014)

Soil suitability assessment for harumanis mango cultivation in UiTM Arau, Perlis
by: Nasron N.; Ghazali N.S.; Shahidin N.M.; Mohamad A.A.; Pugi S.A.; Razi N.M.
Published: (2021)

Disaster management system using artificial neural network
by: Wan Abdull Hamid W.A.S.H.; Hussin M.F.; Samsudin K.; Yassin A.I.M.; Rafi A.M.
Published: (2017)

Classification of thumbprint using Artificial Neural Network (ANN)
by: Naim N.F.; Yassin A.I.M.; Zakaria N.B.; Wahab N.A.
Published: (2011)