Predictive Model Construction for Smart Highway Facilities Deterioration Using Data Mining

In recent years, it has been established that the equipment of smart highways should be reliable. At present, telecommunication facilities are becoming obsolete, and urgent maintenance is required. Conservation is carried out mainly through post-maintenance however, it is necessary to consider “prev...

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Bibliographic Details
Published inIEEJ JOURNAL OF INDUSTRY APPLICATIONS Vol. 140; no. 10; p. 746
Main Authors Nishimura, Kazunori, Murakami, Chiharu, Murayama, Mitsuhiro, Yamaguchi, Hiromasa, 和則, 西村, 千春, 村上, 光弘, 村山, 裕正, 山口
Format Journal Article
LanguageJapanese
Published Tokyo Japan Science and Technology Agency 01.10.2020
Subjects
Data mining
Deterioration
Highway construction
Prediction models
Preventive maintenance
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Summary:In recent years, it has been established that the equipment of smart highways should be reliable. At present, telecommunication facilities are becoming obsolete, and urgent maintenance is required. Conservation is carried out mainly through post-maintenance however, it is necessary to consider “preventive maintenance” which is planned before failure. Therefore, we apply a mining technique to the failure data, create a model for predicting deterioration timing, and construct a safety and security environment for road facilities.
ISSN:2187-1094
2187-1108
DOI:10.1541/ieejias.140.746