{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,2]],"date-time":"2025-09-02T00:03:58Z","timestamp":1756771438009,"version":"3.44.0"},"reference-count":18,"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\/indin41052.2019.8972070","type":"proceedings-article","created":{"date-parts":[[2020,1,31]],"date-time":"2020-01-31T00:16:43Z","timestamp":1580429803000},"page":"1014-1020","source":"Crossref","is-referenced-by-count":1,"title":["Predictive Analytics in a Pulp Mill using Factory Automation Data\u2014Hidden Potential"],"prefix":"10.1109","author":[{"given":"Mikko","family":"Nykyri","sequence":"first","affiliation":[{"name":"LUT University,School of Energy Systems,Lappeenranta,Finland"}]},{"given":"Mikko","family":"Kuisma","sequence":"additional","affiliation":[{"name":"LUT University,School of Energy Systems,Lappeenranta,Finland"}]},{"given":"Tommi J.","family":"K\u00e4rkk\u00e4inen","sequence":"additional","affiliation":[{"name":"LUT University,School of Energy Systems,Lappeenranta,Finland"}]},{"given":"Tero","family":"Junkkari","sequence":"additional","affiliation":[{"name":"Kaukas Pulp Mill UPM,Lappeenranta,Finland"}]},{"given":"Kari","family":"Kerkel\u00e4","sequence":"additional","affiliation":[{"name":"Kaukas Pulp Mill UPM,Lappeenranta,Finland"}]},{"given":"Jouko","family":"Puustinen","sequence":"additional","affiliation":[{"name":"Kaukas Pulp Mill UPM,Lappeenranta,Finland"}]},{"given":"Jesse","family":"Myrberg","sequence":"additional","affiliation":[{"name":"UPM,Helsinki,Finland"}]},{"given":"Jukka","family":"Hallikas","sequence":"additional","affiliation":[{"name":"LUT University,School of Business and Management,Lappeenranta,Finland"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/RTEICT.2017.8256551"},{"key":"ref11","article-title":"Data analytics for predictive maintenance in a pulp mill&#x2013; &#x2014;case electric motors","author":"nykyri","year":"2018","journal-title":"Master&#x2019;s thesis"},{"article-title":"Beware default random forest importances","year":"2018","author":"parr","key":"ref12"},{"article-title":"Induction Motor Fault Diagnosis: Approach through Current Signature Analysis","year":"2016","author":"karmakar","key":"ref13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIA.2013.2265375"},{"key":"ref15","article-title":"How the Internet of things changes everything","author":"ferber","year":"2013","journal-title":"Harvard Business Review"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2010.06.001"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2767291"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2011.291"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2809681"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ETFA.2016.7733608"},{"key":"ref6","first-page":"71","article-title":"Internet of Things Drives Supply Chain Innovation: a Research Framework","volume":"9","author":"li","year":"2017","journal-title":"International Journal of Organized Innvation"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2852491"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/AERO.2018.8396488"},{"key":"ref7","article-title":"Recommendations for implementing the strategic initiative INDUSTRIE 4.0: securing the future of German manufacturing industry; final report of the Industrie 4.0 working group","author":"kagermann","year":"2013","journal-title":"Forschung"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2872799"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2014.2349359"},{"article-title":"The Industrial Internet of Things Volume T3: Analytics Framework","year":"0","author":"anderson","key":"ref9"}],"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\/08972070.pdf?arnumber=8972070","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T19:22:49Z","timestamp":1756754569000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8972070\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/indin41052.2019.8972070","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}