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Weather Data Transmission Driven By Artificial Neural Network based Prediction

Nowadays, the trend of big data that can be describe as a massive volume and unstructured data have become more complicated because of its difficulty to be process using traditional database and software techniques. Due to increase in size of data, there also demand for big bandwidth for the tran...

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Bibliographic Details
Main Author: Md Salahan, Muhammad Zulhilmi
Format: Final Year Project
Language:English
Published: IRC 2015
Subjects:
T Technology (General)
Online Access:http://utpedia.utp.edu.my/15919/1/Muhammad%20Zulhilmi_16127.pdf
http://utpedia.utp.edu.my/15919/
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spelling my-utp-utpedia.159192017-01-25T09:35:33Z http://utpedia.utp.edu.my/15919/ Weather Data Transmission Driven By Artificial Neural Network based Prediction Md Salahan, Muhammad Zulhilmi T Technology (General) Nowadays, the trend of big data that can be describe as a massive volume and unstructured data have become more complicated because of its difficulty to be process using traditional database and software techniques. Due to increase in size of data, there also demand for big bandwidth for the transmission of big data. Data transmission is important in communication in providing information at different location. In this project we focus on big data transmission in the context of weather data. Weather data is important for meteorologist as it helps them to make weather prediction. Real time weather prediction is really important as it would help in making quick decision to react with the environment and planning for our daily activities. The purpose of this project is to develop a real time and low bandwidth usage for weather data transmission driven by an artificial neural network perform weather forecast using Adaptive Forecasting Model. This project seeks an application context offshore because the data transmission from offshore to onshore is very costly and requires high usage of network bandwidth. Other than that, offshore weather can change rapidly and cause offshore activity to be delayed. IRC 2015-05 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/15919/1/Muhammad%20Zulhilmi_16127.pdf Md Salahan, Muhammad Zulhilmi (2015) Weather Data Transmission Driven By Artificial Neural Network based Prediction. IRC, Universiti Teknologi PETRONAS. (Unpublished)
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
topic T Technology (General)
spellingShingle T Technology (General)
Md Salahan, Muhammad Zulhilmi
Weather Data Transmission Driven By Artificial Neural Network based Prediction
description Nowadays, the trend of big data that can be describe as a massive volume and unstructured data have become more complicated because of its difficulty to be process using traditional database and software techniques. Due to increase in size of data, there also demand for big bandwidth for the transmission of big data. Data transmission is important in communication in providing information at different location. In this project we focus on big data transmission in the context of weather data. Weather data is important for meteorologist as it helps them to make weather prediction. Real time weather prediction is really important as it would help in making quick decision to react with the environment and planning for our daily activities. The purpose of this project is to develop a real time and low bandwidth usage for weather data transmission driven by an artificial neural network perform weather forecast using Adaptive Forecasting Model. This project seeks an application context offshore because the data transmission from offshore to onshore is very costly and requires high usage of network bandwidth. Other than that, offshore weather can change rapidly and cause offshore activity to be delayed.
format Final Year Project
author Md Salahan, Muhammad Zulhilmi
author_facet Md Salahan, Muhammad Zulhilmi
author_sort Md Salahan, Muhammad Zulhilmi
title Weather Data Transmission Driven By Artificial Neural Network based Prediction
title_short Weather Data Transmission Driven By Artificial Neural Network based Prediction
title_full Weather Data Transmission Driven By Artificial Neural Network based Prediction
title_fullStr Weather Data Transmission Driven By Artificial Neural Network based Prediction
title_full_unstemmed Weather Data Transmission Driven By Artificial Neural Network based Prediction
title_sort weather data transmission driven by artificial neural network based prediction
publisher IRC
publishDate 2015
url http://utpedia.utp.edu.my/15919/1/Muhammad%20Zulhilmi_16127.pdf
http://utpedia.utp.edu.my/15919/
_version_ 1739832192941424640
score 13.211869

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