{"id":"https://openalex.org/W4286306219","doi":"https://doi.org/10.23919/ascc56756.2022.9828372","title":"Graph auto encoder-based operation performance assessment method and its application for complex industrial process","display_name":"Graph auto encoder-based operation performance assessment method and its application for complex industrial process","publication_year":2022,"publication_date":"2022-05-04","ids":{"openalex":"https://openalex.org/W4286306219","doi":"https://doi.org/10.23919/ascc56756.2022.9828372"},"language":"en","primary_location":{"id":"doi:10.23919/ascc56756.2022.9828372","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ascc56756.2022.9828372","pdf_url":null,"source":{"id":"https://openalex.org/S4363607827","display_name":"2022 13th Asian Control Conference (ASCC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th Asian Control Conference (ASCC)","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/A5009988367","display_name":"Lili Hao","orcid":"https://orcid.org/0000-0002-6469-1029"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lili Hao","raw_affiliation_strings":["China University of Mining and Technology,School of Information and Control Engineering,Xuzhou,China","School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China"],"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology,School of Information and Control Engineering,Xuzhou,China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033005600","display_name":"Fei Chu","orcid":"https://orcid.org/0000-0002-0891-6748"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Chu","raw_affiliation_strings":["Artificial Intelligence Research Institute China University of Mining and Technology,Xuzhou,China","Artificial Intelligence Research Institute China University of Mining and Technology, Xuzhou, China"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Institute China University of Mining and Technology,Xuzhou,China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"Artificial Intelligence Research Institute China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072322293","display_name":"Shuangshuang Liao","orcid":null},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuangshuang Liao","raw_affiliation_strings":["China University of Mining and Technology,School of Information and Control Engineering,Xuzhou,China","School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China"],"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology,School of Information and Control Engineering,Xuzhou,China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104079596","display_name":"Yang Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Xu","raw_affiliation_strings":["China University of Mining and Technology,School of Information and Control Engineering,Xuzhou,China","School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China"],"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology,School of Information and Control Engineering,Xuzhou,China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075396691","display_name":"Fuli Wang","orcid":"https://orcid.org/0000-0002-1107-7893"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuli Wang","raw_affiliation_strings":["Northeastern University,State Key Laboratory of Synthetical Automation for Process Industries,Liaoning,China","State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Liaoning, China"],"affiliations":[{"raw_affiliation_string":"Northeastern University,State Key Laboratory of Synthetical Automation for Process Industries,Liaoning,China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Liaoning, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033294046","display_name":"Xiaoping Ma","orcid":"https://orcid.org/0000-0003-1692-8797"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoping Ma","raw_affiliation_strings":["China University of Mining and Technology,School of Information and Control Engineering,Xuzhou,China","School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China"],"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology,School of Information and Control Engineering,Xuzhou,China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5009988367"],"corresponding_institution_ids":["https://openalex.org/I25757504"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05516053,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"48","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9833999872207642,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9609000086784363,"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/computer-science","display_name":"Computer science","score":0.7702368497848511},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6706350445747375},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6418431997299194},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5789443254470825},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5655452609062195},{"id":"https://openalex.org/keywords/data-structure","display_name":"Data structure","score":0.49025920033454895},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45559266209602356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33165860176086426},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2427074909210205}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7702368497848511},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6706350445747375},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6418431997299194},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5789443254470825},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5655452609062195},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.49025920033454895},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45559266209602356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33165860176086426},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2427074909210205},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ascc56756.2022.9828372","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ascc56756.2022.9828372","pdf_url":null,"source":{"id":"https://openalex.org/S4363607827","display_name":"2022 13th Asian Control Conference (ASCC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th Asian Control Conference (ASCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5199999809265137}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W600453947","https://openalex.org/W1995846733","https://openalex.org/W2075349211","https://openalex.org/W2112796928","https://openalex.org/W2159220867","https://openalex.org/W2194775991","https://openalex.org/W2234247274","https://openalex.org/W2624407581","https://openalex.org/W2964015378","https://openalex.org/W2964321699","https://openalex.org/W3088525458","https://openalex.org/W3100777112","https://openalex.org/W3135695944","https://openalex.org/W4288095686","https://openalex.org/W6637178625","https://openalex.org/W6713582119","https://openalex.org/W6720006811","https://openalex.org/W6726873649","https://openalex.org/W6768553266"],"related_works":["https://openalex.org/W4390516098","https://openalex.org/W2181948922","https://openalex.org/W2384362569","https://openalex.org/W2142795561","https://openalex.org/W4205302943","https://openalex.org/W2561132942","https://openalex.org/W3155418658","https://openalex.org/W4243199227","https://openalex.org/W2379948177","https://openalex.org/W2334580170"],"abstract_inverted_index":{"A":[0],"variety":[1],"of":[2,21,27,51,76,80,113,122,148,158,168],"graph":[3,53],"neural":[4],"network(GNN)-based":[5],"operation":[6,43,57,111,124],"performance":[7,44,58,112,125],"assessment":[8,59,126],"methods":[9],"have":[10],"been":[11],"provided":[12],"for":[13,42,55],"use":[14],"with":[15],"many":[16],"fields.":[17],"However,":[18],"a":[19,49],"few":[20],"them":[22],"consider":[23],"the":[24,52,56,68,74,77,81,87,93,97,102,110,118,123,132,140,145,154,159,164],"data":[25,84,99,104,134,149,167],"structure":[26,105,135,147],"hidden":[28,78],"variables,":[29],"such":[30],"as":[31],"dynamic":[32],"information,":[33],"slow":[34],"features":[35,75,89],"and":[36,86,156],"so":[37,143],"on,":[38],"which":[39],"is":[40,60,70,130,150],"beneficial":[41],"assessment.":[45],"To":[46],"this":[47,63],"end,":[48],"framework":[50,127,160],"auto-encoder(GAE)":[54],"proposed":[61],"in":[62,67,92],"study.":[64],"The":[65],"encoder":[66],"GAE":[69,129],"used":[71],"to":[72,95,139],"extract":[73],"layer":[79],"original":[82,133],"high-dimensional":[83],"space,":[85],"extracted":[88],"are":[90,161],"reconstructed":[91,103],"decoder":[94],"obtain":[96],"low-dimensional":[98],"structure.":[100],"Thus,":[101],"can":[106,136],"more":[107],"effectively":[108],"assess":[109],"complex":[114],"industrial":[115],"process.":[116,172],"Particularly,":[117],"most":[119],"significant":[120],"advantage":[121],"under":[128],"that":[131,144],"be":[137],"retained":[138],"maximum":[141],"extent,":[142],"spatial":[146],"not":[151],"damaged.":[152],"Finally,":[153],"feasibility":[155],"effectiveness":[157],"verified":[162],"by":[163],"actual":[165],"production":[166],"dense":[169],"medium":[170],"separation":[171]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
