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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| Format: | Thesis |
| Language: | English |
| Published: |
2019
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| Online Access: | https://ir.uitm.edu.my/id/eprint/25385/ |
| _version_ | 1848806243777380352 |
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| author | Yusri, Nur Syafiqa |
| author_facet | Yusri, Nur Syafiqa |
| author_sort | Yusri, Nur Syafiqa |
| building | UiTM Institutional Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T22:23:50Z |
| format | Thesis |
| id | uitm-25385 |
| institution | Universiti Teknologi MARA |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T22:23:50Z |
| publishDate | 2019 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | uitm-253852019-08-28T07:16:07Z https://ir.uitm.edu.my/id/eprint/25385/ Estimation of train arrival punctuality using fuzzy logic approach / Nur Syafiqa Yusri 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. 2019-08-28 Thesis NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/25385/1/TD_NUR%20SYAFIQA%20YUSRI%20CS%20R%2019_5.pdf Yusri, Nur Syafiqa (2019) Estimation of train arrival punctuality using fuzzy logic approach / Nur Syafiqa Yusri. (2019) Degree thesis, thesis, Universiti Teknologi Mara Perlis. |
| spellingShingle | Fuzzy logic Railway operation and management Yusri, Nur Syafiqa Estimation of train arrival punctuality using fuzzy logic approach / Nur Syafiqa Yusri |
| title | 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_short | 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 |
| topic | Fuzzy logic Railway operation and management |
| url | https://ir.uitm.edu.my/id/eprint/25385/ |