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Development of Technical Safety Dashboard Using Microsoft Power BI Integration with R

Presenting Technical Safety Dashboard using PETRONAS Analytical Toolkit (PETTA) tool is the normal practice for meetings that require updates on projects. Recently, the performance of PETTA is declining and this is one the main problems that hinder the executives from having a good data displa...

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Main Author: Mohd Shamim, Nur Farisha Shuhada
Format: Final Year Project
Language:English
Published: IRC 2020
Subjects:
Q Science (General)
Online Access:http://utpedia.utp.edu.my/21721/1/24633_Nur%20Farisha%20Shuhada.pdf
http://utpedia.utp.edu.my/21721/
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spelling my-utp-utpedia.217212021-09-23T23:40:33Z http://utpedia.utp.edu.my/21721/ Development of Technical Safety Dashboard Using Microsoft Power BI Integration with R Mohd Shamim, Nur Farisha Shuhada Q Science (General) Presenting Technical Safety Dashboard using PETRONAS Analytical Toolkit (PETTA) tool is the normal practice for meetings that require updates on projects. Recently, the performance of PETTA is declining and this is one the main problems that hinder the executives from having a good data display and data visualization during meetings. Having documentation on the dashboard report also has been an issue when executive need to extract information manually from the dashboard. Besides, this paper also enlightens on one of the Machine Learning tools used which is R, with the utilization of K Nearest Neighbor (KNN) algorithm as method of classification for data. This algorithm has been used to forecast on the end date of projects. Thus, this research and project is made to deepen the usage of the substitute of PETTA, which is also dashboard creator tools which is powered by Microsoft, known as Power BI and also the utilization of machine learning to have data prediction. As to perform these studies, literature review has been executed together with the prototype development. In this paper, all researches and results of this project development completely documented. IRC 2020-09 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/21721/1/24633_Nur%20Farisha%20Shuhada.pdf Mohd Shamim, Nur Farisha Shuhada (2020) Development of Technical Safety Dashboard Using Microsoft Power BI Integration with R. IRC, Universiti Teknologi PETRONAS. (Submitted)
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 Q Science (General)
spellingShingle Q Science (General)
Mohd Shamim, Nur Farisha Shuhada
Development of Technical Safety Dashboard Using Microsoft Power BI Integration with R
description Presenting Technical Safety Dashboard using PETRONAS Analytical Toolkit (PETTA) tool is the normal practice for meetings that require updates on projects. Recently, the performance of PETTA is declining and this is one the main problems that hinder the executives from having a good data display and data visualization during meetings. Having documentation on the dashboard report also has been an issue when executive need to extract information manually from the dashboard. Besides, this paper also enlightens on one of the Machine Learning tools used which is R, with the utilization of K Nearest Neighbor (KNN) algorithm as method of classification for data. This algorithm has been used to forecast on the end date of projects. Thus, this research and project is made to deepen the usage of the substitute of PETTA, which is also dashboard creator tools which is powered by Microsoft, known as Power BI and also the utilization of machine learning to have data prediction. As to perform these studies, literature review has been executed together with the prototype development. In this paper, all researches and results of this project development completely documented.
format Final Year Project
author Mohd Shamim, Nur Farisha Shuhada
author_facet Mohd Shamim, Nur Farisha Shuhada
author_sort Mohd Shamim, Nur Farisha Shuhada
title Development of Technical Safety Dashboard Using Microsoft Power BI Integration with R
title_short Development of Technical Safety Dashboard Using Microsoft Power BI Integration with R
title_full Development of Technical Safety Dashboard Using Microsoft Power BI Integration with R
title_fullStr Development of Technical Safety Dashboard Using Microsoft Power BI Integration with R
title_full_unstemmed Development of Technical Safety Dashboard Using Microsoft Power BI Integration with R
title_sort development of technical safety dashboard using microsoft power bi integration with r
publisher IRC
publishDate 2020
url http://utpedia.utp.edu.my/21721/1/24633_Nur%20Farisha%20Shuhada.pdf
http://utpedia.utp.edu.my/21721/
_version_ 1739832903191232512
score 13.211869

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