{"id":"https://openalex.org/W2037044427","doi":"https://doi.org/10.1109/isie.2014.6864996","title":"A data-driven fault detection approach for static processes with deterministic disturbances","display_name":"A data-driven fault detection approach for static processes with deterministic disturbances","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2037044427","doi":"https://doi.org/10.1109/isie.2014.6864996","mag":"2037044427"},"language":"en","primary_location":{"id":"doi:10.1109/isie.2014.6864996","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie.2014.6864996","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 23rd 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/A5087736924","display_name":"Hao Luo","orcid":"https://orcid.org/0000-0003-2143-2438"},"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":true,"raw_author_name":"Hao Luo","raw_affiliation_strings":["Institute for Automatic Control and Complex Systems, University of Duisburg-Essen, Duisburg, Germany","Inst. for Autom. Control & Complex Syst., Univ. of Duisburg-Essen, Duisburg, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Automatic Control and Complex Systems, University of Duisburg-Essen, Duisburg, Germany","institution_ids":["https://openalex.org/I62318514"]},{"raw_affiliation_string":"Inst. for Autom. Control & Complex Syst., Univ. of Duisburg-Essen, Duisburg, Germany","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":["Institute for Automatic Control and Complex Systems, University of Duisburg-Essen, Duisburg, Germany","Inst. for Autom. Control & Complex Syst., Univ. of Duisburg-Essen, Duisburg, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Automatic Control and Complex Systems, University of Duisburg-Essen, Duisburg, Germany","institution_ids":["https://openalex.org/I62318514"]},{"raw_affiliation_string":"Inst. for Autom. Control & Complex Syst., Univ. of Duisburg-Essen, Duisburg, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100323957","display_name":"Kai Zhang","orcid":"https://orcid.org/0000-0002-3708-8945"},"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":"Kai Zhang","raw_affiliation_strings":["Institute for Automatic Control and Complex Systems, University of Duisburg-Essen, Duisburg, Germany","Inst. for Autom. Control & Complex Syst., Univ. of Duisburg-Essen, Duisburg, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Automatic Control and Complex Systems, University of Duisburg-Essen, Duisburg, Germany","institution_ids":["https://openalex.org/I62318514"]},{"raw_affiliation_string":"Inst. for Autom. Control & Complex Syst., Univ. of Duisburg-Essen, Duisburg, Germany","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":["Research Center of Intelligent Control and Systems, Harbin Institute of Technology, Harbin, China","[Res. Center of Intell. Control & Syst., Harbin Inst. of Technol., Harbin, China]"],"affiliations":[{"raw_affiliation_string":"Research Center of Intelligent Control and Systems, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"[Res. Center of Intell. Control & Syst., Harbin Inst. of Technol., Harbin, China]","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5087736924"],"corresponding_institution_ids":["https://openalex.org/I62318514"],"apc_list":null,"apc_paid":null,"fwci":2.8403,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.90976069,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2404","last_page":"2409"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998999834060669,"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":0.9998999834060669,"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/T12282","display_name":"Mineral Processing and Grinding","score":0.9929999709129333,"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"}},{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.991100013256073,"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/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.7912538051605225},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7039242386817932},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6649662256240845},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5576893091201782},{"id":"https://openalex.org/keywords/fault-indicator","display_name":"Fault indicator","score":0.4183835983276367},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.41673406958580017},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1298893392086029},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07204928994178772},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.06389477849006653}],"concepts":[{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.7912538051605225},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7039242386817932},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6649662256240845},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5576893091201782},{"id":"https://openalex.org/C21267803","wikidata":"https://www.wikidata.org/wiki/Q5438159","display_name":"Fault indicator","level":4,"score":0.4183835983276367},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.41673406958580017},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1298893392086029},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07204928994178772},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.06389477849006653},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isie.2014.6864996","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie.2014.6864996","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1510598017","https://openalex.org/W1579424694","https://openalex.org/W1581249620","https://openalex.org/W1973164954","https://openalex.org/W1979513004","https://openalex.org/W1986604526","https://openalex.org/W1992742133","https://openalex.org/W1992827145","https://openalex.org/W1995603189","https://openalex.org/W2005870255","https://openalex.org/W2012914747","https://openalex.org/W2014441923","https://openalex.org/W2018201690","https://openalex.org/W2026670402","https://openalex.org/W2030465856","https://openalex.org/W2039036801","https://openalex.org/W2039839604","https://openalex.org/W2057283314","https://openalex.org/W2058205456","https://openalex.org/W2073503722","https://openalex.org/W2079260696","https://openalex.org/W2089468765","https://openalex.org/W2102832680","https://openalex.org/W2112595162","https://openalex.org/W2115295136","https://openalex.org/W2124909481","https://openalex.org/W2127053284","https://openalex.org/W2148087508","https://openalex.org/W2169347809","https://openalex.org/W2319730409","https://openalex.org/W2615836285","https://openalex.org/W4234011532","https://openalex.org/W6648677947","https://openalex.org/W6651844996","https://openalex.org/W6654880681","https://openalex.org/W6657017532","https://openalex.org/W6700295551"],"related_works":["https://openalex.org/W2575775159","https://openalex.org/W2517701025","https://openalex.org/W2026330267","https://openalex.org/W4311537696","https://openalex.org/W2050630979","https://openalex.org/W2386166483","https://openalex.org/W2620568181","https://openalex.org/W2387459476","https://openalex.org/W3015409655","https://openalex.org/W2350226881"],"abstract_inverted_index":{"Based":[0],"on":[1,41],"the":[2,34,38,42,45,52,58,67],"well":[3],"established":[4],"model-based":[5,54],"fault":[6,14,59],"detection":[7,15,60],"techniques,":[8],"in":[9],"this":[10,29],"paper,":[11],"a":[12,73],"data-driven":[13],"approach":[16,30],"for":[17],"static":[18],"processes":[19],"with":[20],"deterministic":[21],"disturbances":[22],"is":[23],"proposed.":[24],"The":[25,62],"basic":[26],"idea":[27],"behind":[28],"is,":[31],"first":[32],"identify":[33],"maximum":[35],"influence":[36],"of":[37,66],"unknown":[39],"input":[40],"measurement":[43],"using":[44],"fault-free":[46],"recorded":[47],"data,":[48],"and":[49,64],"then":[50],"apply":[51],"existing":[53],"schemes":[55],"to":[56],"solve":[57],"problem.":[61],"performance":[63],"effectiveness":[65],"proposed":[68],"scheme":[69],"are":[70],"demonstrated":[71],"through":[72],"laboratory":[74],"continuous":[75],"stirred":[76],"tank":[77],"heater":[78],"(CSTH)":[79],"setup.":[80]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
