{"id":"https://openalex.org/W4283837614","doi":"https://doi.org/10.1080/00207721.2022.2093420","title":"A new key performance indicator oriented industrial process monitoring and operating performance assessment method based on improved Hessian locally linear embedding","display_name":"A new key performance indicator oriented industrial process monitoring and operating performance assessment method based on improved Hessian locally linear embedding","publication_year":2022,"publication_date":"2022-07-05","ids":{"openalex":"https://openalex.org/W4283837614","doi":"https://doi.org/10.1080/00207721.2022.2093420"},"language":"en","primary_location":{"id":"doi:10.1080/00207721.2022.2093420","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207721.2022.2093420","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Systems Science","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":null,"display_name":"Hongjun Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094030","display_name":"Ansteel (China)","ror":"https://ror.org/00sgtyj59","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210094030"]},{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongjun Zhang","raw_affiliation_strings":["Ansteel Group Corporation Limited, Anshan, Liaoning Province, People's Republic of China","Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ansteel Group Corporation Limited, Anshan, Liaoning Province, People's Republic of China","institution_ids":["https://openalex.org/I4210094030"]},{"raw_affiliation_string":"Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010600433","display_name":"Chi Zhang","orcid":"https://orcid.org/0000-0003-3929-8660"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chi Zhang","raw_affiliation_strings":["Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0003-3929-8660","affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100459936","display_name":"Jie Dong","orcid":"https://orcid.org/0000-0001-7585-6637"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Dong","raw_affiliation_strings":["Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, People's Republic of China","National Engineering Research Center for Advanced Rolling and Intelligent Manufacturing, University of Science and Technology Beijing, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"National Engineering Research Center for Advanced Rolling and Intelligent Manufacturing, University of Science and Technology Beijing, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016153320","display_name":"Kaixiang Peng","orcid":"https://orcid.org/0000-0001-8314-3047"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kaixiang Peng","raw_affiliation_strings":["Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, People's Republic of China","National Engineering Research Center for Advanced Rolling and Intelligent Manufacturing, University of Science and Technology Beijing, Beijing, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0001-8314-3047","affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"National Engineering Research Center for Advanced Rolling and Intelligent Manufacturing, University of Science and Technology Beijing, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I92403157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5016153320"],"corresponding_institution_ids":["https://openalex.org/I92403157"],"apc_list":null,"apc_paid":null,"fwci":5.5126,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.96626004,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"53","issue":"16","first_page":"3538","last_page":"3555"},"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/T12282","display_name":"Mineral Processing and Grinding","score":0.9973999857902527,"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5821452140808105},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5586152672767639},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5457803606987},{"id":"https://openalex.org/keywords/performance-indicator","display_name":"Performance indicator","score":0.5257775783538818},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.5042909383773804},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48034894466400146},{"id":"https://openalex.org/keywords/hessian-matrix","display_name":"Hessian matrix","score":0.47586721181869507},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.45023876428604126},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.42898404598236084},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3552815020084381},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3508804440498352},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3438764810562134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20853683352470398},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1940631866455078},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.10773661732673645}],"concepts":[{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5821452140808105},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5586152672767639},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5457803606987},{"id":"https://openalex.org/C135510737","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Performance indicator","level":2,"score":0.5257775783538818},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.5042909383773804},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48034894466400146},{"id":"https://openalex.org/C203616005","wikidata":"https://www.wikidata.org/wiki/Q620495","display_name":"Hessian matrix","level":2,"score":0.47586721181869507},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.45023876428604126},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.42898404598236084},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3552815020084381},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3508804440498352},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3438764810562134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20853683352470398},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1940631866455078},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.10773661732673645},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207721.2022.2093420","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207721.2022.2093420","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Systems Science","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tsysxx:v:53:y:2022:i:16:p:3538-3555","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207721.2022.2093420","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.47999998927116394}],"awards":[{"id":"https://openalex.org/G2135398491","display_name":"\u9762\u5411\u7cfb\u7edf\u5c42\u7ea7\u591a\u5de5\u51b5\u4e0b\u5e26\u94a2\u70ed\u8f67\u5168\u6d41\u7a0b\u8d28\u91cf\u76d1\u6d4b\u4e0e\u6545\u969c\u8bca\u65ad\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61873024","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3176671857","display_name":null,"funder_award_id":"2021YFB3301200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5182917937","display_name":null,"funder_award_id":"U21A20483","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1514324734","https://openalex.org/W1964400806","https://openalex.org/W1984948334","https://openalex.org/W1992742133","https://openalex.org/W2024622012","https://openalex.org/W2053186076","https://openalex.org/W2083529621","https://openalex.org/W2147062914","https://openalex.org/W2234247274","https://openalex.org/W2414062956","https://openalex.org/W2583594987","https://openalex.org/W2585260612","https://openalex.org/W2741385306","https://openalex.org/W2757109865","https://openalex.org/W2792372184","https://openalex.org/W2797295114","https://openalex.org/W2805828721","https://openalex.org/W2903722520","https://openalex.org/W2906077204","https://openalex.org/W2906305862","https://openalex.org/W2909580881","https://openalex.org/W2912918611","https://openalex.org/W2919054368","https://openalex.org/W2945686178","https://openalex.org/W2948460228","https://openalex.org/W2948688060","https://openalex.org/W2954846362","https://openalex.org/W2955317464","https://openalex.org/W2959724594","https://openalex.org/W2964020599","https://openalex.org/W2969545014","https://openalex.org/W2971407654","https://openalex.org/W2977049471","https://openalex.org/W2980552979","https://openalex.org/W2984987324","https://openalex.org/W2999414995","https://openalex.org/W3041734766","https://openalex.org/W3043505641","https://openalex.org/W3045102587","https://openalex.org/W3045777706","https://openalex.org/W3080443486","https://openalex.org/W3088038938","https://openalex.org/W3095226394","https://openalex.org/W3108700053","https://openalex.org/W3108942816","https://openalex.org/W3120332801","https://openalex.org/W3123160919","https://openalex.org/W3207247407","https://openalex.org/W4206318793","https://openalex.org/W4237781669","https://openalex.org/W4244129836"],"related_works":["https://openalex.org/W2611031068","https://openalex.org/W1704347466","https://openalex.org/W4283017538","https://openalex.org/W1996936972","https://openalex.org/W1545275724","https://openalex.org/W2802707792","https://openalex.org/W2075777916","https://openalex.org/W2578404781","https://openalex.org/W2065965834","https://openalex.org/W3022704286"],"abstract_inverted_index":{"The":[0],"industrial":[1,77],"process":[2,44,78,119],"monitoring":[3,45,138],"and":[4,17,22,46,72,92,121,142,188],"operating":[5,47,158],"performance":[6,39,48,124,159],"assessment":[7,49,160],"techniques":[8],"are":[9],"of":[10,19,64,67,87],"great":[11],"significance":[12],"to":[13,23,83,105,171,182],"ensure":[14],"the":[15,20,25,30,55,65,85,107,116,122,126,137,143,150,177,183,189,192],"safety":[16],"efficiency":[18],"production":[21],"improve":[24],"comprehensive":[26],"economic":[27],"benefits":[28],"for":[29,149],"modern":[31],"enterprises.":[32],"In":[33],"this":[34,135],"paper,":[35],"a":[36,95,156],"new":[37,96,157],"key":[38,123],"indicator":[40],"(KPI)":[41],"oriented":[42,128],"nonlinear":[43],"method":[50,131,179],"is":[51,103,132,140,147,168,180],"proposed":[52,178],"based":[53,98,162],"on":[54,99,163],"improved":[56],"Hessian":[57],"locally":[58],"linear":[59],"embedding":[60],"(HLLE),":[61],"in":[62,75,81,89,110],"view":[63],"problems":[66],"strong":[68],"nonlinearity,":[69],"high":[70],"dimension":[71],"information":[73],"redundancy":[74],"actual":[76],"data.":[79],"Firstly,":[80],"order":[82],"characterise":[84],"similarities":[86],"samples":[88],"both":[90],"temporal":[91],"spatial":[93],"dimensions,":[94],"measurement,":[97],"Finite":[100],"Markov":[101],"theory,":[102],"defined":[104],"replace":[106],"Euclidean":[108],"distance":[109],"traditional":[111],"HLLE.":[112],"Secondly,":[113],"by":[114],"mining":[115],"relationships":[117],"between":[118],"variables":[120],"indicator,":[125],"KPI":[127],"feature":[129],"extraction":[130],"developed.":[133],"On":[134],"basis,":[136],"statistics":[139],"constructed":[141],"corresponding":[144],"control":[145],"limit":[146],"determined":[148],"real-time":[151],"fault":[152],"detection.":[153],"After":[154],"that,":[155],"approach":[161],"sliding":[164],"window":[165],"Kullback\u2013Leibler":[166],"divergence":[167],"put":[169],"forward":[170],"facilitate":[172],"maintenance":[173],"or":[174],"adjustments.":[175],"Finally,":[176],"applied":[181],"hot":[184],"strip":[185],"mill":[186],"process,":[187],"results":[190],"show":[191],"effectiveness.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
