{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T18:53:04Z","timestamp":1775069584296,"version":"3.50.1"},"reference-count":145,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100005710","name":"Universiti Teknologi PETRONAS","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100005710","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100016152","name":"Yayasan Universiti Teknologi Petronas","doi-asserted-by":"publisher","award":["015LC0-132"],"award-info":[{"award-number":["015LC0-132"]}],"id":[{"id":"10.13039\/501100016152","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/access.2022.3171907","type":"journal-article","created":{"date-parts":[[2022,5,2]],"date-time":"2022-05-02T20:22:02Z","timestamp":1651522922000},"page":"49708-49724","source":"Crossref","is-referenced-by-count":23,"title":["Review of Multiscale Methods for Process Monitoring, With an Emphasis on Applications in Chemical Process Systems"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8250-0724","authenticated-orcid":false,"given":"Muhammad","family":"Nawaz","sequence":"first","affiliation":[{"name":"Department of Chemical Engineering, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Perak, Malaysia"}]},{"given":"Abdulhalim Shah","family":"Maulud","sequence":"additional","affiliation":[{"name":"Department of Chemical Engineering, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Perak, Malaysia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1821-1028","authenticated-orcid":false,"given":"Haslinda","family":"Zabiri","sequence":"additional","affiliation":[{"name":"Department of Chemical Engineering, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, Perak, Malaysia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1917-6471","authenticated-orcid":false,"given":"Humbul","family":"Suleman","sequence":"additional","affiliation":[{"name":"School of Computing, Engineering and Digital Technologies, Teesside University, Middlesbrough, U.K."}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1021\/acs.iecr.8b03360"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1021\/ie3017016"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0114(97)00011-0"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.arcontrol.2016.09.001"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/S1874-1029(08)60093-2"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/S0098-1354(02)00160-6"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/S0098-1354(02)00161-8"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/S0098-1354(02)00162-X"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.arcontrol.2008.03.008"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-0347-9"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/COASE.2009.5234108"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2008.4736337"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1021\/ie302069q"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2017.03.004"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.psep.2021.03.016"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2756872"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2016.08.006"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/S0098-1354(01)00738-4"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2017.07.040"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2018.01.006"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.jocs.2018.04.017"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2009.10.030"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2015.2396853"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.arcontrol.2012.09.004"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2015.2417501"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2015.2419013"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1021\/acs.iecr.8b00936"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1515\/revce-2017-0069"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2010.07.034"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1108\/02656711211258508"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2014.2301773"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2013.08.011"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1016\/j.arcontrol.2016.09.008","article-title":"Bridging data-driven and model-based approaches for process fault diagnosis and health monitoring: A review of researches and future challenges","volume":"42","author":"Khaoula","year":"2016","journal-title":"Ann. Rev. Control"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2017.09.021"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.pnucene.2010.12.001"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhydene.2013.04.007"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2015.04.006"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1021\/acs.iecr.9b02391"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.3390\/pr8091123"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1002\/cben.202000027"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2004.05.025"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.jlp.2015.05.017"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.2307\/1269551"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/0967-0661(95)00014-L"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1021\/acs.iecr.6b03356"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1002\/aic.13959"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.conengprac.2020.104692"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/S0098-1354(01)00773-6"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1002\/aic.11515"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2020.108342"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.ces.2020.116099"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2021.109008"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-7439(03)00063-7"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9876.2006.00560.x"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1021\/ie049081o"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.23919\/ECC.2018.8550495"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1002\/aic.690490412"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1002\/aic.690440712"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1002\/aic.10260"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2018.03.022"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.3182\/20070821-3-CA-2919.00024"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1098\/rspa.1998.0193"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/bs.mcps.2020.02.002"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.cherd.2011.11.015"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2012.67"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/34.192463"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2006.01.006"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1029\/2007RG000228"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1021\/acs.iecr.7b04554"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/707953"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1002\/1099-128X(200009\/12)14:5\/6<383::AID-CEM616>3.0.CO;2-5"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2009.07.003"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1016\/j.psep.2017.01.017"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.jlp.2017.01.008"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.cherd.2011.05.005"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/S0967-0661(99)00039-8"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/S0098-1354(00)00417-8"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1021\/ie0493107"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1016\/S1570-7946(05)80062-8"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2004.05.001"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2005.03.003"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1021\/ie900521b"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1002\/ceat.200600410"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1016\/j.ces.2008.01.022"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1016\/B978-008044485-7\/50019-1"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1016\/j.ces.2010.10.008"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2006.05.010"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1631\/jzus.C0910430"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-444-63577-8.50149-2"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2017.09.019"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/CCECE.1999.804948"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1021\/ie0105730"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1205\/cherd.04370"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/INDIANCC.2019.8715552"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2018.09.377"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1016\/j.cjche.2020.08.035"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2009.09.002"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2011.03.002"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1016\/j.jsv.2016.01.046"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1016\/S0098-1354(02)00093-5"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1021\/ie0207313"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1109\/ETFA.2011.6059069"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1109\/ICIA.2004.1373336"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1021\/acs.iecr.0c02288"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1109\/CHICC.2008.4605013"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2012.10.005"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-019-04438-9"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1109\/ACC.1994.752268"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1016\/0169-7439(95)00043-7"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbiotec.2004.10.012"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.3182\/20070604-3-MX-2914.00008"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.3182\/20080706-5-KR-1001.01253"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1007\/s13369-021-05822-1"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1021\/ie980557b"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1016\/S0098-1354(00)00509-3"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1016\/S0043-1354(01)00069-0"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.2166\/wst.2002.0593"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1016\/j.jprocont.2005.04.001"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1016\/S1570-7946(06)80236-1"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1049\/cp:20061149"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.3182\/20060829-4-CN-2909.00017"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1002\/aic.10805"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.3182\/20070723-3-PL-2917.00042"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.1002\/aic.11523"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.1016\/j.applthermaleng.2007.03.021"},{"key":"ref127","doi-asserted-by":"publisher","DOI":"10.1109\/ICICIP.2010.5565258"},{"key":"ref128","doi-asserted-by":"publisher","DOI":"10.1109\/MED.2014.6961484"},{"key":"ref129","doi-asserted-by":"publisher","DOI":"10.5120\/3107-4266"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1109\/CICA.2013.6611656"},{"issue":"4","key":"ref131","first-page":"1781","article-title":"A multivariable statistical process monitoring method based on multiscale analysis and principal curves","volume":"9","author":"Shi","year":"2013","journal-title":"Int. J. Innov. Comput., Inf. Control"},{"key":"ref132","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-38524-7_17"},{"key":"ref133","doi-asserted-by":"publisher","DOI":"10.11113\/jt.v70.3469"},{"key":"ref134","doi-asserted-by":"publisher","DOI":"10.1002\/cjce.22221"},{"key":"ref135","doi-asserted-by":"publisher","DOI":"10.11113\/jt.v79.11332"},{"key":"ref136","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI.2016.7849880"},{"key":"ref137","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2017.2769111"},{"key":"ref138","doi-asserted-by":"publisher","DOI":"10.1109\/CoDIT.2017.8102565"},{"key":"ref139","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2016.12.013"},{"key":"ref140","doi-asserted-by":"publisher","DOI":"10.23919\/ECC.2018.8550281"},{"key":"ref141","doi-asserted-by":"publisher","DOI":"10.1109\/TNS.2019.2919414"},{"key":"ref142","doi-asserted-by":"publisher","DOI":"10.1063\/1.5121128"},{"key":"ref143","doi-asserted-by":"publisher","DOI":"10.1016\/j.pnucene.2021.103707"},{"key":"ref144","doi-asserted-by":"publisher","DOI":"10.1051\/e3sconf\/202128703011"},{"key":"ref145","doi-asserted-by":"publisher","DOI":"10.23919\/ACC50511.2021.9483359"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9668973\/09766148.pdf?arnumber=9766148","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T22:40:59Z","timestamp":1705963259000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9766148\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":145,"URL":"https:\/\/doi.org\/10.1109\/access.2022.3171907","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}