{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T15:58:21Z","timestamp":1783439901845,"version":"3.54.6"},"reference-count":32,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Natural Science Fund for Distinguished Young Scholars","award":["61925305"],"award-info":[{"award-number":["61925305"]}]},{"name":"National Natural Science Foundation of China Major Program","award":["61890930-3"],"award-info":[{"award-number":["61890930-3"]}]},{"name":"International (Regional) Cooperation and Exchange Project","award":["61720106008"],"award-info":[{"award-number":["61720106008"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62173145"],"award-info":[{"award-number":["62173145"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Ind. Inf."],"published-print":{"date-parts":[[2023,1]]},"DOI":"10.1109\/tii.2021.3129888","type":"journal-article","created":{"date-parts":[[2021,11,23]],"date-time":"2021-11-23T21:38:36Z","timestamp":1637703516000},"page":"40-51","source":"Crossref","is-referenced-by-count":22,"title":["Deep Bayesian Slow Feature Extraction With Application to Industrial Inferential Modeling"],"prefix":"10.1109","volume":"19","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8106-4740","authenticated-orcid":false,"given":"Chao","family":"Jiang","sequence":"first","affiliation":[{"name":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science, and Technology, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6146-4843","authenticated-orcid":false,"given":"Yusheng","family":"Lu","sequence":"additional","affiliation":[{"name":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science, and Technology, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4285-4739","authenticated-orcid":false,"given":"Weimin","family":"Zhong","sequence":"additional","affiliation":[{"name":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science, and Technology, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9082-2216","authenticated-orcid":false,"given":"Biao","family":"Huang","sequence":"additional","affiliation":[{"name":"Department of Chemical and Materials Engineering, University of Alberta, Edmonton, Alberta, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6162-1730","authenticated-orcid":false,"given":"Dayu","family":"Tan","sequence":"additional","affiliation":[{"name":"Key Laboratory of Intelligent Computing and Signal Processing, Ministry of Education, Institute of Physical Science and Information Technology, Anhui University, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3486-482X","authenticated-orcid":false,"given":"Wenjiang","family":"Song","sequence":"additional","affiliation":[{"name":"Sany Heavy Industry Company, Ltd., Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2781-332X","authenticated-orcid":false,"given":"Feng","family":"Qian","sequence":"additional","affiliation":[{"name":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science, and Technology, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1021\/acs.iecr.9b06295"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.cej.2021.130298"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2010-343"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1002\/aic.14937"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2017.2688970"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3054671"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2009.06.009"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3027746"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10779"},{"key":"ref16","first-page":"7785","article-title":"Deep state space models for time series forecasting","volume":"31","author":"rangapuram","year":"2018","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/72.279181"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"1735","DOI":"10.1162\/neco.1997.9.8.1735","article-title":"Long short-term memory","volume":"9","author":"schmidhuber","year":"1997","journal-title":"Neural Comput"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1179"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1002\/aic.16481"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/0169-7439(95)00076-3"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2019.2896205"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1021\/acs.iecr.8b02913"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.conengprac.2020.104558"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1002\/aic.16059"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1162\/089976602317318938"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.ces.2019.01.011"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1021\/acs.iecr.8b01270"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2013.05.007"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2020.3014574"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2008.12.012"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2007.19.4.1022"},{"key":"ref22","author":"bishop","year":"2006","journal-title":"Pattern Recognition and Machine Learning"},{"key":"ref21","article-title":"Auto-encoding variational Bayes","author":"kingma","year":"0","journal-title":"Proc Int Conf Lear Representations"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2020.05.012"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2809730"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2016.2610839"},{"key":"ref25","first-page":"1","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"0","journal-title":"Proc Int Conf Learn Representations"}],"container-title":["IEEE Transactions on Industrial Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9424\/9944026\/09625835.pdf?arnumber=9625835","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,12]],"date-time":"2022-12-12T19:41:57Z","timestamp":1670874117000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9625835\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,1]]},"references-count":32,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tii.2021.3129888","relation":{},"ISSN":["1551-3203","1941-0050"],"issn-type":[{"value":"1551-3203","type":"print"},{"value":"1941-0050","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,1]]}}}