An Optimized algorithm to select the most appropriate gate type for a given level crossing in Sri Lanka

dc.contributor.authorFernando, J.L.P.K.
dc.contributor.authorDe Silva, M.D.S.
dc.contributor.authorBulathsinhala, B.A.I.
dc.contributor.authorWijayasekara, S.K.
dc.date.accessioned2021-10-04T08:00:24Z
dc.date.available2021-10-04T08:00:24Z
dc.date.issued2021-07-27
dc.description.abstractThe current railway system in Sri Lanka ,there are 1687 Railway Level Crossings Systems (RLC) with three types of RLCs protection methods namely RLCs with barriers, RLC with bell and light, and unprotected RLCs. As per our observation, we identified that there is no decision criterion on identifying the most suitable RLC protection mode for different RLC environments in the current railway system and this leads to an increase in the collision rate of the road traffic and the train schedule. Therefore, as a solution in this work, an accurate prediction method is introduced based on the 'Regression Tree Analysis' method to identify the most appropriate component out of barriers or bell and light in a specific RLC.en_US
dc.identifier.citation1st International Conference on Science and Technology, Faculty of Technology,27th July 2021. South Eastern University of Sri Lanka, University Park, Oluvil, Sri Lanka. pp. 203-208en_US
dc.identifier.isbn978-624-5736-17-1
dc.identifier.urihttp://ir.lib.seu.ac.lk/handle/123456789/5765
dc.language.isoen_USen_US
dc.publisherFaculty of Technology, South Eastern University of Sri Lanka, Sri Lankaen_US
dc.relation.ispartofseriesInternational Conference on Science and Technology,;
dc.subjectTrain Vehicle Unit,en_US
dc.subjectRegression tree analysis,en_US
dc.subjectMachine learning,en_US
dc.subjectLevel crossingen_US
dc.subjectRLC,en_US
dc.subjectAccidentsen_US
dc.titleAn Optimized algorithm to select the most appropriate gate type for a given level crossing in Sri Lankaen_US
dc.typeArticleen_US

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