{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,19]],"date-time":"2025-12-19T10:00:22Z","timestamp":1766138422628,"version":"3.37.3"},"reference-count":29,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,7,18]],"date-time":"2023-07-18T00:00:00Z","timestamp":1689638400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,7,18]],"date-time":"2023-07-18T00:00:00Z","timestamp":1689638400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100009950","name":"Ministry of Education","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100009950","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,7,18]]},"DOI":"10.1109\/indin51400.2023.10217897","type":"proceedings-article","created":{"date-parts":[[2023,8,22]],"date-time":"2023-08-22T17:36:36Z","timestamp":1692725796000},"page":"1-8","source":"Crossref","is-referenced-by-count":4,"title":["Using differential equation inspired machine learning for valve faults prediction"],"prefix":"10.1109","author":[{"given":"Benjamin","family":"Uhrich","sequence":"first","affiliation":[{"name":"Leipzig University,Center for Scalable Data Analytics and Artificial Intelligence Dresden\/Leipzig,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nikolai","family":"Hlubek","sequence":"additional","affiliation":[{"name":"B&#x00FC;rkert Fluid Control Systems,Dresden,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tim","family":"H\u00e4ntschel","sequence":"additional","affiliation":[{"name":"Leipzig University,Center for Scalable Data Analytics and Artificial Intelligence Dresden\/Leipzig,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Erhard","family":"Rahm","sequence":"additional","affiliation":[{"name":"Leipzig University,Center for Scalable Data Analytics and Artificial Intelligence Dresden\/Leipzig,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/PHM-Paris.2019.00044"},{"issue":"9","key":"ref2","doi-asserted-by":"crossref","first-page":"1998","DOI":"10.1016\/j.net.2020.02.001","article-title":"Fault state detection and remaining useful life prediction in AC powered solenoid operated valves based on traditional machine learning and deep neural networks","volume":"52","author":"Utah","year":"2020","journal-title":"Nuclear Engineering and Technology"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2933881"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2015.7318926"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/electronics11060945"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3084827"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.isatra.2021.11.028"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-020-09838-1"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2022.124889"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2022.131724"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2022.108907"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s40304-017-0103-z"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00183"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s10851-019-00903-1"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s10851-022-01106-x"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1051\/aacus\/2019001"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-658-14788-4"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.4271\/2002-01-1106"},{"key":"ref20","article-title":"Discriminatory analysis, nonparametric discrimination","author":"Fix","year":"1951","journal-title":"unpublished"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1967.1053964"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-103950-9.50017-4"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR.1995.598994"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1023\/a:1010933404324"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.2307\/2699986"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1038\/323533a0"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"volume-title":"Timeseries classification with a transformer model","year":"2021","author":"Ntakouris","key":"ref28"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ETFA52439.2022.9921573"}],"event":{"name":"2023 IEEE 21st International Conference on Industrial Informatics (INDIN)","start":{"date-parts":[[2023,7,18]]},"location":"Lemgo, Germany","end":{"date-parts":[[2023,7,20]]}},"container-title":["2023 IEEE 21st International Conference on Industrial Informatics (INDIN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10217218\/10217836\/10217897.pdf?arnumber=10217897","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T19:20:04Z","timestamp":1709320804000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10217897\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7,18]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/indin51400.2023.10217897","relation":{},"subject":[],"published":{"date-parts":[[2023,7,18]]}}}