{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T15:20:34Z","timestamp":1772119234390,"version":"3.50.1"},"reference-count":35,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council (NSERC) Industrial Research Chair in Control of Oil Sands Processes","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Contr. Syst. Technol."],"published-print":{"date-parts":[[2022,5]]},"DOI":"10.1109\/tcst.2021.3105024","type":"journal-article","created":{"date-parts":[[2021,8,23]],"date-time":"2021-08-23T20:14:19Z","timestamp":1629749659000},"page":"1268-1280","source":"Crossref","is-referenced-by-count":11,"title":["Sparse Inverse Covariance Estimation for Causal Inference in Process Data Analytics"],"prefix":"10.1109","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4036-7344","authenticated-orcid":false,"given":"Arun Senthil","family":"Sundaramoorthy","sequence":"first","affiliation":[{"name":"Department of Chemical and Materials Engineering, University of Alberta, Edmonton, AB, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8181-1582","authenticated-orcid":false,"given":"Santhosh Kumar","family":"Varanasi","sequence":"additional","affiliation":[{"name":"Department of Chemical and Materials Engineering, University of Alberta, Edmonton, AB, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"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, AB, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanjun","family":"Ma","sequence":"additional","affiliation":[{"name":"Suncor Energy Edmonton Refinery, Sherwood Park, AB, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haitao","family":"Zhang","sequence":"additional","affiliation":[{"name":"Suncor Energy Edmonton Refinery, Sherwood Park, AB, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2521-3478","authenticated-orcid":false,"given":"Dian","family":"Wang","sequence":"additional","affiliation":[{"name":"Suncor Energy Edmonton Refinery, Sherwood Park, AB, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3389\/fgene.2019.00524"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-019-10105-3"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2014.07.022"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2013.11.009"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-05380-6"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1186\/s40535-016-0018-x"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1098\/rstb.2005.1636"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2829440"},{"issue":"2","key":"ref9","first-page":"613","article-title":"Estimating high-dimensional directed acyclic graphs with the pc-algorithm","volume":"8","author":"Kalisch","year":"2012","journal-title":"J. Mach. Learn. Res."},{"key":"ref10","volume-title":"Elements of Causal Inference","author":"Peters","year":"2017"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.mbs.2013.10.003"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2129515"},{"key":"ref13","first-page":"97","article-title":"Sparse causal discovery in multivariate time series","volume-title":"Causality: Objectives Assessment","author":"Haufe","year":"2010"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1093\/biostatistics\/kxm045"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1093\/oso\/9780198522195.001.0001"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2015.2430359"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1137\/060670985"},{"key":"ref18","first-page":"2101","article-title":"Sparse inverse covariance selection via alternating linearization methods","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Scheinberg"},{"issue":"1","key":"ref19","first-page":"1103","article-title":"Distinguishing cause from effect using observational data: Methods and benchmarks","volume":"17","author":"Mooij","year":"2016","journal-title":"J. Mach. Learn. Res."},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2010.2060095"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2015.2416680"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1137\/120869778"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.05.084"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2004.831032"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s10898-013-0134-2"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1996.tb02080.x"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00503.x"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2019.108679"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1561\/9781601984616"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2004.834793"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2008.4738640"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1080\/0025570X.1981.11976898"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.laa.2008.06.014"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.conengprac.2019.104239"},{"key":"ref35","article-title":"Distillation column flooding predictor","author":"Dzyacky","year":"2010"}],"container-title":["IEEE Transactions on Control Systems Technology"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/87\/9756952\/9520662-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/87\/9756952\/09520662.pdf?arnumber=9520662","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,11]],"date-time":"2024-01-11T22:39:52Z","timestamp":1705012792000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9520662\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5]]},"references-count":35,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tcst.2021.3105024","relation":{},"ISSN":["1063-6536","1558-0865","2374-0159"],"issn-type":[{"value":"1063-6536","type":"print"},{"value":"1558-0865","type":"electronic"},{"value":"2374-0159","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,5]]}}}