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APPLICATION OF ARTIFICIAL NEURAL NETWORK FOR PREDICTIVE MAINTENANCE ON PLATE HEAT EXCHANGER

Predictive maintenance system is essential to assist the plant engineer to monitor and diagnose the healthiness of the instruments. Several critical analyses on selected literature have been done as the reference for this project. Real-time monitoring need reference point from the prediction on the...

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Main Author: MOHAMAD YAKOP, SYER MOHAMAD KHOMAINIE
Format: Final Year Project
Language:English
Published: 2017
Online Access:http://utpedia.utp.edu.my/19136/1/APPLICATION_OF_ARTIFICIAL_NEURAL.pdf
http://utpedia.utp.edu.my/19136/
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spelling my-utp-utpedia.191362019-06-20T11:06:42Z http://utpedia.utp.edu.my/19136/ APPLICATION OF ARTIFICIAL NEURAL NETWORK FOR PREDICTIVE MAINTENANCE ON PLATE HEAT EXCHANGER MOHAMAD YAKOP, SYER MOHAMAD KHOMAINIE Predictive maintenance system is essential to assist the plant engineer to monitor and diagnose the healthiness of the instruments. Several critical analyses on selected literature have been done as the reference for this project. Real-time monitoring need reference point from the prediction on the previous parameter to be more reliable. This is to ensure correct justification of the healthiness of the heat exchanger during the prediction is possible. With the present of big data and prediction algorithm like neural network this research proven and could be improved from time to time. Application of Artificial Neural Network (ANN) to study the healthiness of plate heat exchanger based on the identified key parameters and attributes will be the main objective of this research. The project approach is by forecasting the primary outlet temperature by next 24-hour to be compared to the real reading in the real-time monitoring of the plate heat exchanger. 2017-09 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/19136/1/APPLICATION_OF_ARTIFICIAL_NEURAL.pdf MOHAMAD YAKOP, SYER MOHAMAD KHOMAINIE (2017) APPLICATION OF ARTIFICIAL NEURAL NETWORK FOR PREDICTIVE MAINTENANCE ON PLATE HEAT EXCHANGER. UNSPECIFIED.
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Electronic and Digitized Intellectual Asset
url_provider http://utpedia.utp.edu.my/
language English
description Predictive maintenance system is essential to assist the plant engineer to monitor and diagnose the healthiness of the instruments. Several critical analyses on selected literature have been done as the reference for this project. Real-time monitoring need reference point from the prediction on the previous parameter to be more reliable. This is to ensure correct justification of the healthiness of the heat exchanger during the prediction is possible. With the present of big data and prediction algorithm like neural network this research proven and could be improved from time to time. Application of Artificial Neural Network (ANN) to study the healthiness of plate heat exchanger based on the identified key parameters and attributes will be the main objective of this research. The project approach is by forecasting the primary outlet temperature by next 24-hour to be compared to the real reading in the real-time monitoring of the plate heat exchanger.
format Final Year Project
author MOHAMAD YAKOP, SYER MOHAMAD KHOMAINIE
spellingShingle MOHAMAD YAKOP, SYER MOHAMAD KHOMAINIE
APPLICATION OF ARTIFICIAL NEURAL NETWORK FOR PREDICTIVE MAINTENANCE ON PLATE HEAT EXCHANGER
author_facet MOHAMAD YAKOP, SYER MOHAMAD KHOMAINIE
author_sort MOHAMAD YAKOP, SYER MOHAMAD KHOMAINIE
title APPLICATION OF ARTIFICIAL NEURAL NETWORK FOR PREDICTIVE MAINTENANCE ON PLATE HEAT EXCHANGER
title_short APPLICATION OF ARTIFICIAL NEURAL NETWORK FOR PREDICTIVE MAINTENANCE ON PLATE HEAT EXCHANGER
title_full APPLICATION OF ARTIFICIAL NEURAL NETWORK FOR PREDICTIVE MAINTENANCE ON PLATE HEAT EXCHANGER
title_fullStr APPLICATION OF ARTIFICIAL NEURAL NETWORK FOR PREDICTIVE MAINTENANCE ON PLATE HEAT EXCHANGER
title_full_unstemmed APPLICATION OF ARTIFICIAL NEURAL NETWORK FOR PREDICTIVE MAINTENANCE ON PLATE HEAT EXCHANGER
title_sort application of artificial neural network for predictive maintenance on plate heat exchanger
publishDate 2017
url http://utpedia.utp.edu.my/19136/1/APPLICATION_OF_ARTIFICIAL_NEURAL.pdf
http://utpedia.utp.edu.my/19136/
_version_ 1739832592780230656
score 13.211869

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