KNOWLEDGE BASED SOFTWARE TO MANAGE TUNNEL FOR ONLINE CONDITIONS
Optimal usage of transportation equipments are very important issue in many countries which use ITS. Tunnel is one of the transportation structures which has many transportation systems as Jet fans, LED, CCTV,... so there is a need to have a control room in tunnel, which helps using these sensors, a...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | fas |
| Published: |
University of Qom
2014-08-01
|
| Series: | پژوهشهای زیرساختهای عمرانی |
| Subjects: | |
| Online Access: | https://cer.qom.ac.ir/article_570_8b951669d6896ebd6002d4d9fee5f15f.pdf |
| _version_ | 1797233025194393600 |
|---|---|
| author | Shadi Abpeykar Mehdi Ghatee |
| author_facet | Shadi Abpeykar Mehdi Ghatee |
| author_sort | Shadi Abpeykar |
| collection | DOAJ |
| description | Optimal usage of transportation equipments are very important issue in many countries which use ITS. Tunnel is one of the transportation structures which has many transportation systems as Jet fans, LED, CCTV,... so there is a need to have a control room in tunnel, which helps using these sensors, and make decisions in different critical situations rapidly. In this paper operation of control room to manage tunnel intelligent transportation system, is mentioned and then based on knowledge engineering rule extractions are discussed. These rules are used as a database for expert system. Then they used for tunnel management. In knowledge engineering, learnable algorithms are run, and near extracting of rules, they made a report for tunnel administrator. As a result Naive bayes decision tree with lower process time and higher accuracy made a best result for Niayesh tunnel in Tehran. |
| first_indexed | 2024-04-24T16:09:36Z |
| format | Article |
| id | doaj.art-1a058eea709b4fee88f2c20b5f618f4d |
| institution | Directory Open Access Journal |
| issn | 2783-140X |
| language | fas |
| last_indexed | 2024-04-24T16:09:36Z |
| publishDate | 2014-08-01 |
| publisher | University of Qom |
| record_format | Article |
| series | پژوهشهای زیرساختهای عمرانی |
| spelling | doaj.art-1a058eea709b4fee88f2c20b5f618f4d2024-03-31T19:56:18ZfasUniversity of Qomپژوهشهای زیرساختهای عمرانی2783-140X2014-08-0111 (ویژه نامه راه و ترابری)11210.22091/cer.2014.570570KNOWLEDGE BASED SOFTWARE TO MANAGE TUNNEL FOR ONLINE CONDITIONSShadi Abpeykar0Mehdi Ghatee1PhD Student, Department of Mathematics and Computer Science, Amirkabir University of Technology.Assistant Professor, Department of Mathematics and Computer Science and Research Institute for Traffic Engineering and Transportation Focused on Intelligent Transportation Systems, Amirkabir University of Technology.Optimal usage of transportation equipments are very important issue in many countries which use ITS. Tunnel is one of the transportation structures which has many transportation systems as Jet fans, LED, CCTV,... so there is a need to have a control room in tunnel, which helps using these sensors, and make decisions in different critical situations rapidly. In this paper operation of control room to manage tunnel intelligent transportation system, is mentioned and then based on knowledge engineering rule extractions are discussed. These rules are used as a database for expert system. Then they used for tunnel management. In knowledge engineering, learnable algorithms are run, and near extracting of rules, they made a report for tunnel administrator. As a result Naive bayes decision tree with lower process time and higher accuracy made a best result for Niayesh tunnel in Tehran.https://cer.qom.ac.ir/article_570_8b951669d6896ebd6002d4d9fee5f15f.pdfintelligent transportation systemslearnable algorithmknowledge engineeringtunnel management |
| spellingShingle | Shadi Abpeykar Mehdi Ghatee KNOWLEDGE BASED SOFTWARE TO MANAGE TUNNEL FOR ONLINE CONDITIONS پژوهشهای زیرساختهای عمرانی intelligent transportation systems learnable algorithm knowledge engineering tunnel management |
| title | KNOWLEDGE BASED SOFTWARE TO MANAGE TUNNEL FOR ONLINE CONDITIONS |
| title_full | KNOWLEDGE BASED SOFTWARE TO MANAGE TUNNEL FOR ONLINE CONDITIONS |
| title_fullStr | KNOWLEDGE BASED SOFTWARE TO MANAGE TUNNEL FOR ONLINE CONDITIONS |
| title_full_unstemmed | KNOWLEDGE BASED SOFTWARE TO MANAGE TUNNEL FOR ONLINE CONDITIONS |
| title_short | KNOWLEDGE BASED SOFTWARE TO MANAGE TUNNEL FOR ONLINE CONDITIONS |
| title_sort | knowledge based software to manage tunnel for online conditions |
| topic | intelligent transportation systems learnable algorithm knowledge engineering tunnel management |
| url | https://cer.qom.ac.ir/article_570_8b951669d6896ebd6002d4d9fee5f15f.pdf |
| work_keys_str_mv | AT shadiabpeykar knowledgebasedsoftwaretomanagetunnelforonlineconditions AT mehdighatee knowledgebasedsoftwaretomanagetunnelforonlineconditions |