DATA CENTER THERMAL AND MOISTURE MONITORING SYSTEM WITH INTELLIGENT PREDICTION

Data center plays a huge role in every organization. It stores every data of the organization and performs all processes and operations. This makes it important to have a good monitoring system for the data center to ensure that it is well-maintained. This paper focused on the implementation o...

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Main Author: MAHADI, NURIKA THAQIFAH
Format: Final Year Project
Language: English
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-utpedia.21724 /
Published: IRC 2020
Subjects:
Q Science (General)
Online Access: http://utpedia.utp.edu.my/21724/1/24641_Nurika%20Thaqifah%20Binti%20Mahadi.pdf
http://utpedia.utp.edu.my/21724/
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recordtype eprints
spelling utp-utpedia.217242021-09-23T23:40:31Z http://utpedia.utp.edu.my/21724/ DATA CENTER THERMAL AND MOISTURE MONITORING SYSTEM WITH INTELLIGENT PREDICTION MAHADI, NURIKA THAQIFAH Q Science (General) Data center plays a huge role in every organization. It stores every data of the organization and performs all processes and operations. This makes it important to have a good monitoring system for the data center to ensure that it is well-maintained. This paper focused on the implementation of a data center monitoring system that comes with an intelligent prediction. This system aims to assist IT personnel to have a better overview of the environmental temperature and humidity level of the data center in real-time manner. The intelligent prediction will include a forecast of the next 7 days of the data retrieved from the datasets. IT personnel will be able to construct a failover plan in case of an abnormal change in temperature and humidity. The proposed system was developed using Raspberry Pi 3 Model B+ with the aid of DHT22 – a sensor that can detect both temperature and humidity. The real-time data was sent to Microsoft Power BI to be visualized in a graphical form. All the data was recorded in a Comma-separated Value (CSV) file. These data were daily imported to Power BI for visualization on daily analysis. Every week, the data was forecasted using a built-in predictive analytics tool in Power BI. IRC 2020-09 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/21724/1/24641_Nurika%20Thaqifah%20Binti%20Mahadi.pdf MAHADI, NURIKA THAQIFAH (2020) DATA CENTER THERMAL AND MOISTURE MONITORING SYSTEM WITH INTELLIGENT PREDICTION. IRC, Universiti Teknologi PETRONAS. (Submitted)
institution Universiti Teknologi Petronas
collection UTPedia
language English
topic Q Science (General)
spellingShingle Q Science (General)
MAHADI, NURIKA THAQIFAH
DATA CENTER THERMAL AND MOISTURE MONITORING SYSTEM WITH INTELLIGENT PREDICTION
description Data center plays a huge role in every organization. It stores every data of the organization and performs all processes and operations. This makes it important to have a good monitoring system for the data center to ensure that it is well-maintained. This paper focused on the implementation of a data center monitoring system that comes with an intelligent prediction. This system aims to assist IT personnel to have a better overview of the environmental temperature and humidity level of the data center in real-time manner. The intelligent prediction will include a forecast of the next 7 days of the data retrieved from the datasets. IT personnel will be able to construct a failover plan in case of an abnormal change in temperature and humidity. The proposed system was developed using Raspberry Pi 3 Model B+ with the aid of DHT22 – a sensor that can detect both temperature and humidity. The real-time data was sent to Microsoft Power BI to be visualized in a graphical form. All the data was recorded in a Comma-separated Value (CSV) file. These data were daily imported to Power BI for visualization on daily analysis. Every week, the data was forecasted using a built-in predictive analytics tool in Power BI.
format Final Year Project
author MAHADI, NURIKA THAQIFAH
author_sort MAHADI, NURIKA THAQIFAH
title DATA CENTER THERMAL AND MOISTURE MONITORING SYSTEM WITH INTELLIGENT PREDICTION
title_short DATA CENTER THERMAL AND MOISTURE MONITORING SYSTEM WITH INTELLIGENT PREDICTION
title_full DATA CENTER THERMAL AND MOISTURE MONITORING SYSTEM WITH INTELLIGENT PREDICTION
title_fullStr DATA CENTER THERMAL AND MOISTURE MONITORING SYSTEM WITH INTELLIGENT PREDICTION
title_full_unstemmed DATA CENTER THERMAL AND MOISTURE MONITORING SYSTEM WITH INTELLIGENT PREDICTION
title_sort data center thermal and moisture monitoring system with intelligent prediction
publisher IRC
publishDate 2020
url http://utpedia.utp.edu.my/21724/1/24641_Nurika%20Thaqifah%20Binti%20Mahadi.pdf
http://utpedia.utp.edu.my/21724/
_version_ 1741195777582039040
score 11.62408

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