{"id":"https://openalex.org/W3206807989","doi":"https://doi.org/10.1109/tii.2021.3120020","title":"Discovering Data-Aware Mode-Switching Constraints to Monitor Mode-Switching Decisions in Supervisory Control","display_name":"Discovering Data-Aware Mode-Switching Constraints to Monitor Mode-Switching Decisions in Supervisory Control","publication_year":2021,"publication_date":"2021-10-15","ids":{"openalex":"https://openalex.org/W3206807989","doi":"https://doi.org/10.1109/tii.2021.3120020","mag":"3206807989"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2021.3120020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2021.3120020","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073205977","display_name":"Mukhtar Hussain","orcid":"https://orcid.org/0000-0001-7987-7750"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Mukhtar Hussain","raw_affiliation_strings":["Computer Science Department, Queensland University of Technology, Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Queensland University of Technology, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071276579","display_name":"Colin Fidge","orcid":"https://orcid.org/0000-0002-9410-7217"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Colin Fidge","raw_affiliation_strings":["Computer Science Department, Queensland University of Technology, Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Queensland University of Technology, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014449585","display_name":"Ernest Foo","orcid":"https://orcid.org/0000-0002-3971-6415"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ernest Foo","raw_affiliation_strings":["School of Information and Communication Technology, Griffith University, Brisbane, QLD 4111, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology, Griffith University, Brisbane, QLD 4111, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080148923","display_name":"Zahra Jadidi","orcid":"https://orcid.org/0000-0002-6694-7753"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zahra Jadidi","raw_affiliation_strings":["Computer Science Department, Queensland University of Technology, Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Queensland University of Technology, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073205977"],"corresponding_institution_ids":["https://openalex.org/I160993911"],"apc_list":null,"apc_paid":null,"fwci":0.6867,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69878651,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"18","issue":"6","first_page":"3734","last_page":"3743"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multi-mode-optical-fiber","display_name":"Multi-mode optical fiber","score":0.656631588935852},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.6438265442848206},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5755148530006409},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5754074454307556},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5708956122398376},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.53952556848526},{"id":"https://openalex.org/keywords/supervisory-control","display_name":"Supervisory control","score":0.46667468547821045},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.45709672570228577},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4433862268924713},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4393444359302521},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.423137903213501},{"id":"https://openalex.org/keywords/control-chart","display_name":"Control chart","score":0.4154374599456787},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3654405474662781},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3356251120567322},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3237708806991577},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2593598961830139},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2193753719329834},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.096772700548172}],"concepts":[{"id":"https://openalex.org/C101645829","wikidata":"https://www.wikidata.org/wiki/Q1781857","display_name":"Multi-mode optical fiber","level":3,"score":0.656631588935852},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.6438265442848206},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5755148530006409},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5754074454307556},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5708956122398376},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.53952556848526},{"id":"https://openalex.org/C92991967","wikidata":"https://www.wikidata.org/wiki/Q7644329","display_name":"Supervisory control","level":3,"score":0.46667468547821045},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.45709672570228577},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4433862268924713},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4393444359302521},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.423137903213501},{"id":"https://openalex.org/C196985124","wikidata":"https://www.wikidata.org/wiki/Q1369242","display_name":"Control chart","level":3,"score":0.4154374599456787},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3654405474662781},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3356251120567322},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3237708806991577},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2593598961830139},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2193753719329834},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.096772700548172},{"id":"https://openalex.org/C194232370","wikidata":"https://www.wikidata.org/wiki/Q162","display_name":"Optical fiber","level":2,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tii.2021.3120020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2021.3120020","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/410767","is_oa":false,"landing_page_url":"http://hdl.handle.net/10072/410767","pdf_url":null,"source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1997422892","https://openalex.org/W2016023958","https://openalex.org/W2042230582","https://openalex.org/W2081352917","https://openalex.org/W2115584484","https://openalex.org/W2125838338","https://openalex.org/W2151880735","https://openalex.org/W2158736635","https://openalex.org/W2330820318","https://openalex.org/W2592233052","https://openalex.org/W2616041599","https://openalex.org/W2670040239","https://openalex.org/W2798816298","https://openalex.org/W2806501132","https://openalex.org/W2807918604","https://openalex.org/W2904712365","https://openalex.org/W2907570543","https://openalex.org/W2939985247","https://openalex.org/W2982837328","https://openalex.org/W2983926857","https://openalex.org/W3123368171"],"related_works":["https://openalex.org/W1552815313","https://openalex.org/W3028107872","https://openalex.org/W2182871100","https://openalex.org/W2122920927","https://openalex.org/W2353922510","https://openalex.org/W1941703695","https://openalex.org/W4323768008","https://openalex.org/W3131574667","https://openalex.org/W3189198594","https://openalex.org/W4248382324"],"abstract_inverted_index":{"In":[0,112],"a":[1,63,107],"multimode":[2,39,131],"industrial":[3],"control":[4],"system,":[5],"mode":[6,48,85],"switching":[7,70,86],"decisions":[8,124],"have":[9],"to":[10,82,94],"follow":[11],"standard":[12],"operating":[13,27],"procedures":[14],"which":[15,125],"are":[16],"set":[17],"for":[18,66],"the":[19,22,26,54,68],"safety":[20],"of":[21,29],"system":[23],"based":[24,75,97],"on":[25,37,47,76],"limitations":[28],"equipment.":[30],"A":[31],"rich":[32],"literature":[33],"can":[34,120],"be":[35,127],"found":[36],"monitoring":[38,51,67],"systems.":[40],"However,":[41],"that":[42,117],"work":[43],"is":[44,74,91],"mainly":[45],"focused":[46],"identification":[49],"and":[50,79],"anomalies":[52],"in":[53],"process":[55],"running":[56],"under":[57],"each":[58],"mode.":[59],"Instead,":[60],"we":[61,105,115],"present":[62],"data-driven":[64,84],"method":[65],"modes\u2019":[69],"constraints.":[71],"This":[72],"article":[73],"state-transition":[77],"matrix":[78],"decision-tree":[80],"methods":[81],"discover":[83,121],"conditions.":[87],"Moreover,":[88],"our":[89,118],"approach":[90,119],"not":[92],"limited":[93],"only":[95],"threshold":[96],"condition":[98],"learning.":[99],"To":[100],"capture":[101],"data":[102,109],"trajectory-based":[103],"conditions,":[104],"adopt":[106],"functional":[108],"descriptors":[110],"method.":[111],"practical":[113],"experiments,":[114],"showed":[116],"anomalous":[122],"mode-switching":[123],"cannot":[126],"discovered":[128],"by":[129],"previous":[130],"process-monitoring":[132],"methods.":[133]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
