Lulu Zhang, Shimin Zhao, Hu Liu, Weilong Wang, Jiajian Wang
{"title":"Intelligent Monitoring Method of Escalator Based on HMM Model","authors":"Lulu Zhang, Shimin Zhao, Hu Liu, Weilong Wang, Jiajian Wang","doi":"10.1109/ICDSBA51020.2020.00037","DOIUrl":null,"url":null,"abstract":"In order to effectively escalator working status, ensure safe operation and prevent failure, this paper proposes an escalator monitoring method based on hidden Markov (HMM) model. This article focuses on taking the main axis of the escalator as an example, classifying its vibration intensity, using the HMM model to predict its state, realizing fault warning, and ensuring the safe operation of the escalator.","PeriodicalId":354742,"journal":{"name":"2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 4th Annual International Conference on Data Science and Business Analytics (ICDSBA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDSBA51020.2020.00037","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In order to effectively escalator working status, ensure safe operation and prevent failure, this paper proposes an escalator monitoring method based on hidden Markov (HMM) model. This article focuses on taking the main axis of the escalator as an example, classifying its vibration intensity, using the HMM model to predict its state, realizing fault warning, and ensuring the safe operation of the escalator.
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