{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T20:39:15Z","timestamp":1760647155589,"version":"3.44.0"},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,7]]},"DOI":"10.1109\/indin41052.2019.8972330","type":"proceedings-article","created":{"date-parts":[[2020,1,31]],"date-time":"2020-01-31T00:16:43Z","timestamp":1580429803000},"page":"1279-1284","source":"Crossref","is-referenced-by-count":3,"title":["Analysis of the applicability of fault detection and failure prediction based on unsupervised learning and Monte Carlo simulations for real devices in the industrial automobile production"],"prefix":"10.1109","author":[{"given":"Jonathan Manrique","family":"Garay","sequence":"first","affiliation":[{"name":"Otto-von-Guerike-Universit&#x00E4;t Magdeburg,Institut f&#x00FC;r Automation und Kommunikation,Magdeburg,Germany,39016"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christian","family":"Diedrich","sequence":"additional","affiliation":[{"name":"Otto-von-Guerike-Universit&#x00E4;t Magdeburg,Institut f&#x00FC;r Automation und Kommunikation,Magdeburg,Germany,39016"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"journal-title":"Model Free Diagnosis of Pneumatic Systems using Machine Learning","year":"2014","author":"ertel","key":"ref10"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2013.02.022"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2010.11.018"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1080\/002075400188933"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2012.10.030"},{"journal-title":"A data-driven approach for multivariate contextualized anomaly detection Industry use case 2017 IEEE International Conference on Big Data (Big Data)","year":"2017","author":"stojanovic","key":"ref15"},{"journal-title":"A comparative study of cluster based outlier detection distance based outlier detection and density based outlier detection techniques 2017 International Conference on Intelligent Computing and Control Systems (ICICCS)","year":"2017","author":"mandhare","key":"ref16"},{"journal-title":"Output observer for fault detection in linear systems 2016 IEEE 14th International Conference on Industrial Informatics (INDIN)","year":"2016","author":"mohamadi","key":"ref17"},{"journal-title":"Classifying tachycardias via high dimensional linear discriminant function and perceptron with mult-piece domain activation function 2015 IEEE 13th International Conference on Industrial Informatics (INDIN)","year":"2015","author":"su","key":"ref18"},{"journal-title":"Rail defect detection with real time image processing technique 2016 IEEE 14th International Conference on Industrial Informatics (INDIN)","year":"2016","author":"tas\u00b8timur","key":"ref19"},{"journal-title":"IOT based solution for home power energy monitoring and actuating 2015 IEEE 13th International Conference on Industrial Informatics (INDIN)","year":"2015","author":"oliveira","key":"ref4"},{"journal-title":"Building operational performance monitoring tools 2015 IEEE 13th International Conference on Industrial Informatics (INDIN)","year":"2015","author":"barnard","key":"ref3"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2005.09.012"},{"journal-title":"An IoT Low-Cost Voltage Sag Detector 2018 IEEE 16th International Conference on Industrial Informatics (INDIN)","year":"2018","author":"medina-gracia","key":"ref5"},{"journal-title":"Recurrent neural networks for remaining useful life estimation 2008 International Conference on Prognostics and Health Management","year":"2008","author":"heimes","key":"ref8"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2006.886368"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2017.11.016"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-54030-5"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2016.07.054"},{"journal-title":"Experiences in integrating Internet of Things and cloud services with the robot operating system 2017 IEEE 15th International Conference on Industrial Informatics (INDIN)","year":"2017","author":"karnouskos","key":"ref20"}],"event":{"name":"2019 IEEE 17th International Conference on Industrial Informatics (INDIN)","start":{"date-parts":[[2019,7,22]]},"location":"Helsinki, Finland","end":{"date-parts":[[2019,7,25]]}},"container-title":["2019 IEEE 17th International Conference on Industrial Informatics (INDIN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8961950\/8972012\/08972330.pdf?arnumber=8972330","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T18:24:13Z","timestamp":1755800653000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8972330\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/indin41052.2019.8972330","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}