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...

Full description

Saved in:
Bibliographic Details
Main Author: Yusri, Nur Syafiqa
Format: Thesis
Language:English
Published: 2019
Subjects:
Online Access:https://ir.uitm.edu.my/id/eprint/25385/1/TD_NUR%20SYAFIQA%20YUSRI%20CS%20R%2019_5.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!
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