Estimation of train arrival punctuality using fuzzy logic approach / Nur Syafiqa Yusri

Public transport plays a significant role in society. Nowadays, many people use public transport to save time and costs. KTM Commuter is one of the favourite public transport that people prefer to use. However, the punctuality of the train gives difficulties to KTM user. Any delays and disruptions w...

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Main Author:	Yusri, Nur Syafiqa
Format:	Thesis
Language:	English
Published:	2019
Subjects:	Fuzzy logic Railway operation and management
Online Access:	https://ir.uitm.edu.my/id/eprint/25385/1/TD_NUR%20SYAFIQA%20YUSRI%20CS%20R%2019_5.pdf
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id	my-uitm-ir.25385
record_format	uketd_dc
spelling	my-uitm-ir.253852019-08-28T07:16:07Z Estimation of train arrival punctuality using fuzzy logic approach / Nur Syafiqa Yusri 2019-08-28 Yusri, Nur Syafiqa Fuzzy logic Railway operation and management Public transport plays a significant role in society. Nowadays, many people use public transport to save time and costs. KTM Commuter is one of the favourite public transport that people prefer to use. However, the punctuality of the train gives difficulties to KTM user. Any delays and disruptions would give bad consequences to its users. This research focuses on a commuter train that departs from Bukit Mertajam at 16:36 and arrive at Arau at 17:57. The objective of this study is to estimate the punctuality of the train arrival using fuzzy logic approach and MATLAB software was used for data analysis. There are three variables were considered to achieve the objective which is condition of the train, time of the train departure and total time the train travelled. Six linguistic variables are used which is punctual, late, too late, good, moderate and poor to interpret all the parameters. The result obtained from the MATLAB software was compared with the actual data based on TRUE or FALSE statement with accuracy rate is 87%. The result shows punctuality of the train arrival can be estimated by using fuzzy logic approach. Therefore, the model develop in this study has provided an advance method in estimating train punctuality. 2019-08 Thesis https://ir.uitm.edu.my/id/eprint/25385/ https://ir.uitm.edu.my/id/eprint/25385/1/TD_NUR%20SYAFIQA%20YUSRI%20CS%20R%2019_5.pdf text en public degree Universiti Teknologi Mara Perlis Faculty of Computer and Mathematical Sciences
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
topic	Fuzzy logic Railway operation and management
spellingShingle	Fuzzy logic Railway operation and management Yusri, Nur Syafiqa Estimation of train arrival punctuality using fuzzy logic approach / Nur Syafiqa Yusri
description	Public transport plays a significant role in society. Nowadays, many people use public transport to save time and costs. KTM Commuter is one of the favourite public transport that people prefer to use. However, the punctuality of the train gives difficulties to KTM user. Any delays and disruptions would give bad consequences to its users. This research focuses on a commuter train that departs from Bukit Mertajam at 16:36 and arrive at Arau at 17:57. The objective of this study is to estimate the punctuality of the train arrival using fuzzy logic approach and MATLAB software was used for data analysis. There are three variables were considered to achieve the objective which is condition of the train, time of the train departure and total time the train travelled. Six linguistic variables are used which is punctual, late, too late, good, moderate and poor to interpret all the parameters. The result obtained from the MATLAB software was compared with the actual data based on TRUE or FALSE statement with accuracy rate is 87%. The result shows punctuality of the train arrival can be estimated by using fuzzy logic approach. Therefore, the model develop in this study has provided an advance method in estimating train punctuality.
format	Thesis
qualification_level	Bachelor degree
author	Yusri, Nur Syafiqa
author_facet	Yusri, Nur Syafiqa
author_sort	Yusri, Nur Syafiqa
title	Estimation of train arrival punctuality using fuzzy logic approach / Nur Syafiqa Yusri
title_short	Estimation of train arrival punctuality using fuzzy logic approach / Nur Syafiqa Yusri
title_full	Estimation of train arrival punctuality using fuzzy logic approach / Nur Syafiqa Yusri
title_fullStr	Estimation of train arrival punctuality using fuzzy logic approach / Nur Syafiqa Yusri
title_full_unstemmed	Estimation of train arrival punctuality using fuzzy logic approach / Nur Syafiqa Yusri
title_sort	estimation of train arrival punctuality using fuzzy logic approach / nur syafiqa yusri
granting_institution	Universiti Teknologi Mara Perlis
granting_department	Faculty of Computer and Mathematical Sciences
publishDate	2019
url	https://ir.uitm.edu.my/id/eprint/25385/1/TD_NUR%20SYAFIQA%20YUSRI%20CS%20R%2019_5.pdf
_version_	1783733862400000000

Estimation of train arrival punctuality using fuzzy logic approach / Nur Syafiqa Yusri

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