{"id":"https://openalex.org/W2955002285","doi":"https://doi.org/10.23919/iconac.2018.8749084","title":"Failure Prediction for an Exothermic Semi-batch Reactor via A combined EKF with Statistical Method","display_name":"Failure Prediction for an Exothermic Semi-batch Reactor via A combined EKF with Statistical Method","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2955002285","doi":"https://doi.org/10.23919/iconac.2018.8749084","mag":"2955002285"},"language":"en","primary_location":{"id":"doi:10.23919/iconac.2018.8749084","is_oa":false,"landing_page_url":"https://doi.org/10.23919/iconac.2018.8749084","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 24th International Conference on Automation and Computing (ICAC)","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/A5112667661","display_name":"Haiying Qi","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Haiying Qi","raw_affiliation_strings":["Electronic Information School, Changchun Architecture and Civil Engineering College, Changchunm, China"],"affiliations":[{"raw_affiliation_string":"Electronic Information School, Changchun Architecture and Civil Engineering College, Changchunm, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045333627","display_name":"Abdelkarim M. Ertiame","orcid":null},"institutions":[{"id":"https://openalex.org/I63098007","display_name":"Liverpool John Moores University","ror":"https://ror.org/04zfme737","country_code":"GB","type":"education","lineage":["https://openalex.org/I63098007"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Abdelkarim Ertiame","raw_affiliation_strings":["Control System Research Group, Liverpool John Moores University, Liverpool, UK"],"affiliations":[{"raw_affiliation_string":"Control System Research Group, Liverpool John Moores University, Liverpool, UK","institution_ids":["https://openalex.org/I63098007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039162277","display_name":"Kingsley Madubaike","orcid":null},"institutions":[{"id":"https://openalex.org/I63098007","display_name":"Liverpool John Moores University","ror":"https://ror.org/04zfme737","country_code":"GB","type":"education","lineage":["https://openalex.org/I63098007"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kingsley Madubaike","raw_affiliation_strings":["Control System Research Group, Liverpool John Moores University, Liverpool, UK"],"affiliations":[{"raw_affiliation_string":"Control System Research Group, Liverpool John Moores University, Liverpool, UK","institution_ids":["https://openalex.org/I63098007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034102301","display_name":"Dingli Yu","orcid":"https://orcid.org/0000-0003-3177-8942"},"institutions":[{"id":"https://openalex.org/I63098007","display_name":"Liverpool John Moores University","ror":"https://ror.org/04zfme737","country_code":"GB","type":"education","lineage":["https://openalex.org/I63098007"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ding-Li Yu","raw_affiliation_strings":["Control System Research Group, Liverpool John Moores University, Liverpool, UK"],"affiliations":[{"raw_affiliation_string":"Control System Research Group, Liverpool John Moores University, Liverpool, UK","institution_ids":["https://openalex.org/I63098007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061137756","display_name":"J.B. Gomm","orcid":"https://orcid.org/0000-0002-1777-8850"},"institutions":[{"id":"https://openalex.org/I63098007","display_name":"Liverpool John Moores University","ror":"https://ror.org/04zfme737","country_code":"GB","type":"education","lineage":["https://openalex.org/I63098007"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J Barry Gomm","raw_affiliation_strings":["Control System Research Group, Liverpool John Moores University, Liverpool, UK"],"affiliations":[{"raw_affiliation_string":"Control System Research Group, Liverpool John Moores University, Liverpool, UK","institution_ids":["https://openalex.org/I63098007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5112667661"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1839,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55695751,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":1.0,"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":1.0,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9980000257492065,"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":0.9907000064849854,"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/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.8272191882133484},{"id":"https://openalex.org/keywords/exothermic-reaction","display_name":"Exothermic reaction","score":0.7995869517326355},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6634591817855835},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.6030575633049011},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5858396887779236},{"id":"https://openalex.org/keywords/batch-reactor","display_name":"Batch reactor","score":0.5503345727920532},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.521743893623352},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.4703260660171509},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.470187783241272},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.45268502831459045},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4179854393005371},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2269902527332306},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.14462223649024963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08938390016555786},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.07800894975662231}],"concepts":[{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.8272191882133484},{"id":"https://openalex.org/C45119746","wikidata":"https://www.wikidata.org/wiki/Q205949","display_name":"Exothermic reaction","level":2,"score":0.7995869517326355},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6634591817855835},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.6030575633049011},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5858396887779236},{"id":"https://openalex.org/C47502133","wikidata":"https://www.wikidata.org/wiki/Q1141634","display_name":"Batch reactor","level":3,"score":0.5503345727920532},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.521743893623352},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4703260660171509},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.470187783241272},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.45268502831459045},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4179854393005371},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2269902527332306},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.14462223649024963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08938390016555786},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.07800894975662231},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C161790260","wikidata":"https://www.wikidata.org/wiki/Q82264","display_name":"Catalysis","level":2,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/iconac.2018.8749084","is_oa":false,"landing_page_url":"https://doi.org/10.23919/iconac.2018.8749084","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 24th International Conference on Automation and Computing (ICAC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1485761335","https://openalex.org/W1964967672","https://openalex.org/W1966032096","https://openalex.org/W1972690580","https://openalex.org/W1980794733","https://openalex.org/W2010922160","https://openalex.org/W2049198993","https://openalex.org/W2063365141","https://openalex.org/W2147129131"],"related_works":["https://openalex.org/W2103062922","https://openalex.org/W2162299404","https://openalex.org/W2058816223","https://openalex.org/W2118844790","https://openalex.org/W2974947718","https://openalex.org/W2083395046","https://openalex.org/W3138280580","https://openalex.org/W1571152168","https://openalex.org/W2401145416","https://openalex.org/W2107191819"],"abstract_inverted_index":{"Early":[0],"failure":[1],"detection":[2],"for":[3,77],"an":[4],"exothermic":[5],"semi-batch":[6],"polymerization":[7],"reactor":[8,27,58,79,123],"is":[9,19,37,46,59,66,75,95],"investigated":[10],"in":[11,103],"this":[12,104],"paper.":[13],"The":[14,44,57],"extended":[15],"Kalman":[16],"filter":[17],"(EKF)":[18],"used":[20],"to":[21,39,68],"estimate":[22],"the":[23,78,86,91,115,122,128],"system":[24,42],"state":[25],"from":[26,85],"nonlinear":[28,62],"dynamics":[29],"via":[30],"input/output":[31,87],"data.":[32],"Then,":[33],"a":[34,49,53,60,98],"statistical":[35],"method":[36],"employed":[38],"detect":[40],"early":[41],"fault.":[43],"decision-making":[45],"made":[47],"by":[48],"hypothesis":[50],"testing":[51],"through":[52],"generated":[54],"innovation":[55],"sequence.":[56],"multivariable":[61],"dynamic":[63],"process":[64],"and":[65,89,112,124],"subjected":[67],"several":[69],"major":[70],"disturbances.":[71],"A":[72],"mathematical":[73],"model":[74,82,94],"developed":[76,92,129],"with":[80],"some":[81],"parameters":[83],"identified":[84],"data,":[88],"then":[90],"continuous":[93],"discretized":[96],"into":[97],"discrete":[99],"model.":[100],"Being":[101],"detected":[102,126],"work":[105],"are":[106,119,125,133],"three":[107,110],"faults":[108],"on":[109,114,121],"sensors":[111],"one":[113],"actuator.":[116],"These":[117],"fault":[118],"simulated":[120],"using":[127],"method.":[130],"Simulation":[131],"results":[132],"given.":[134]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}