{"id":"https://openalex.org/W3046752255","doi":"https://doi.org/10.1109/isie45063.2020.9152552","title":"A Data-Driven Fault Detection Scheme for Complex Industrial Systems Using Riemannian Metric and Randomized Algorithms","display_name":"A Data-Driven Fault Detection Scheme for Complex Industrial Systems Using Riemannian Metric and Randomized Algorithms","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3046752255","doi":"https://doi.org/10.1109/isie45063.2020.9152552","mag":"3046752255"},"language":"en","primary_location":{"id":"doi:10.1109/isie45063.2020.9152552","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie45063.2020.9152552","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 29th International Symposium on Industrial Electronics (ISIE)","raw_type":"proceedings-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/A5100462716","display_name":"Han Yu","orcid":"https://orcid.org/0000-0002-6759-7775"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Han Yu","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, China","Harbin Institute of Technology,Harbin,China,150001"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Harbin Institute of Technology,Harbin,China,150001","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062927582","display_name":"Yang Shuting","orcid":null},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Shuting Yang","raw_affiliation_strings":["University of Duisburg-Essen, Duisburg, Germany","University of Duisburg Essen,Duisburg,Germany,47057"],"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Duisburg, Germany","institution_ids":["https://openalex.org/I62318514"]},{"raw_affiliation_string":"University of Duisburg Essen,Duisburg,Germany,47057","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046071840","display_name":"Steven X. Ding","orcid":"https://orcid.org/0000-0002-5149-5918"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Steven X. Ding","raw_affiliation_strings":["University of Duisburg-Essen, Duisburg, Germany","University of Duisburg Essen,Duisburg,Germany,47057"],"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Duisburg, Germany","institution_ids":["https://openalex.org/I62318514"]},{"raw_affiliation_string":"University of Duisburg Essen,Duisburg,Germany,47057","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075049396","display_name":"Zhongcheng Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zhongcheng Dai","raw_affiliation_strings":["University of Duisburg-Essen, Duisburg, Germany","University of Duisburg Essen,Duisburg,Germany,47057"],"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen, Duisburg, Germany","institution_ids":["https://openalex.org/I62318514"]},{"raw_affiliation_string":"University of Duisburg Essen,Duisburg,Germany,47057","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069744156","display_name":"Shen Yin","orcid":"https://orcid.org/0000-0002-3802-9269"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shen Yin","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, China","Harbin Institute of Technology,Harbin,China,150001"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Harbin Institute of Technology,Harbin,China,150001","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100462716"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.08700252,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"63","issue":null,"first_page":"1193","last_page":"1198"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9570000171661377,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/metric","display_name":"Metric (unit)","score":0.6627785563468933},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.6367517709732056},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6125563979148865},{"id":"https://openalex.org/keywords/riemannian-manifold","display_name":"Riemannian manifold","score":0.5912095904350281},{"id":"https://openalex.org/keywords/alarm","display_name":"ALARM","score":0.524875819683075},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4330933690071106},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.43059366941452026},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4172733426094055},{"id":"https://openalex.org/keywords/false-alarm","display_name":"False alarm","score":0.4116330146789551},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3923620879650116},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.185692697763443},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17958590388298035},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16850200295448303},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.08294907212257385}],"concepts":[{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6627785563468933},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.6367517709732056},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6125563979148865},{"id":"https://openalex.org/C2779593128","wikidata":"https://www.wikidata.org/wiki/Q632814","display_name":"Riemannian manifold","level":2,"score":0.5912095904350281},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.524875819683075},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4330933690071106},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.43059366941452026},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4172733426094055},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.4116330146789551},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3923620879650116},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.185692697763443},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17958590388298035},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16850200295448303},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.08294907212257385},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isie45063.2020.9152552","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie45063.2020.9152552","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 29th International Symposium on Industrial Electronics (ISIE)","raw_type":"proceedings-article"},{"id":"pmh:oai:bibliographie.ub.uni-due.de:ubo_mods_00159182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ISIE45063.2020.9152552","pdf_url":null,"source":{"id":"https://openalex.org/S7407055102","display_name":"Universit\u00e4tsbibliographie, Universit\u00e4t Duisburg-Essen","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Buchaufsatz/Kapitel"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1599873380","https://openalex.org/W1984672166","https://openalex.org/W1984948334","https://openalex.org/W2029747079","https://openalex.org/W2096418653","https://openalex.org/W2133323250","https://openalex.org/W2158958729","https://openalex.org/W2296067929","https://openalex.org/W2327851143","https://openalex.org/W2413579316","https://openalex.org/W2539756354","https://openalex.org/W2608089442","https://openalex.org/W2608273225","https://openalex.org/W2625912105","https://openalex.org/W2736576898","https://openalex.org/W2741385306","https://openalex.org/W2766109139","https://openalex.org/W2795696415","https://openalex.org/W2898368657","https://openalex.org/W2919683480","https://openalex.org/W2963355077","https://openalex.org/W2971536724","https://openalex.org/W2977049471","https://openalex.org/W3018556535","https://openalex.org/W4247849388","https://openalex.org/W6696939907","https://openalex.org/W6768382426"],"related_works":["https://openalex.org/W2731305060","https://openalex.org/W1584123598","https://openalex.org/W2732807254","https://openalex.org/W2372003537","https://openalex.org/W2587670262","https://openalex.org/W3091941553","https://openalex.org/W2366730739","https://openalex.org/W3037303542","https://openalex.org/W3121346907","https://openalex.org/W4379535633"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"an":[3,78],"alternative":[4],"data-driven":[5],"fault":[6],"detection":[7,84],"technique":[8],"is":[9,46,58,72],"developed":[10],"focusing":[11],"on":[12,34],"complex":[13],"industrial":[14,23],"systems":[15],"with":[16,20,77,101],"uncertainties.":[17],"To":[18],"deal":[19],"inconstant":[21],"uncertainties,":[22],"data":[24,52,69],"matrices":[25],"are":[26,98],"constructed":[27],"including":[28],"the":[29,35,43,49,55,61,66,91,95],"information":[30],"of":[31,38,51,68],"mean.":[32],"Based":[33],"Riemannian":[36,44,56],"manifold":[37],"symmetric":[39],"positive":[40],"definite":[41],"matrices,":[42,53],"mean":[45,50],"defined":[47],"as":[48,60],"and":[54,94,105],"metric":[57],"employed":[59],"monitoring":[62,92],"index":[63,93],"to":[64,90],"assess":[65],"variation":[67],"matrices.":[70],"Threshold":[71],"set":[73],"using":[74],"randomized":[75],"algorithms":[76],"acceptable":[79],"false":[80],"alarm":[81],"rate.":[82],"The":[83],"decision":[85],"could":[86],"be":[87],"made":[88],"according":[89],"threshold.":[96],"Verification":[97],"carried":[99],"out":[100],"a":[102,106],"numerical":[103],"system":[104],"continuous":[107],"stirred":[108],"tank":[109],"heater":[110],"system.":[111]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-02T08:37:19.008085","created_date":"2025-10-10T00:00:00"}