{"id":"https://openalex.org/W1484452641","doi":"https://doi.org/10.1109/ijcnn.2003.1223836","title":"The application of neural network soft sensor technology to an advanced control system of distillation operation","display_name":"The application of neural network soft sensor technology to an advanced control system of distillation operation","publication_year":2004,"publication_date":"2004-03-22","ids":{"openalex":"https://openalex.org/W1484452641","doi":"https://doi.org/10.1109/ijcnn.2003.1223836","mag":"1484452641"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2003.1223836","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2003.1223836","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks, 2003.","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/A5083867418","display_name":"Cuimei Bo","orcid":"https://orcid.org/0000-0002-9357-0509"},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"C.M. Bo","raw_affiliation_strings":["College of Automation, Nanjing University of Technology, Nanjing, P.R.China","Coll. of Autom., Nanjing Univ. of Technol., China"],"affiliations":[{"raw_affiliation_string":"College of Automation, Nanjing University of Technology, Nanjing, P.R.China","institution_ids":["https://openalex.org/I134687103"]},{"raw_affiliation_string":"Coll. of Autom., Nanjing Univ. of Technol., China","institution_ids":["https://openalex.org/I134687103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021619637","display_name":"J. Li","orcid":null},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"J. Li","raw_affiliation_strings":["College of Automation, Nanjing University of Technology, Nanjing, P.R.China","Coll. of Autom., Nanjing Univ. of Technol., China"],"affiliations":[{"raw_affiliation_string":"College of Automation, Nanjing University of Technology, Nanjing, P.R.China","institution_ids":["https://openalex.org/I134687103"]},{"raw_affiliation_string":"Coll. of Autom., Nanjing Univ. of Technol., China","institution_ids":["https://openalex.org/I134687103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019248683","display_name":"Changyin Sun","orcid":"https://orcid.org/0000-0001-9269-334X"},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"C.Y. Sun","raw_affiliation_strings":["College of Automation, Nanjing University of Technology, Nanjing, P.R.China","Coll. of Autom., Nanjing Univ. of Technol., China"],"affiliations":[{"raw_affiliation_string":"College of Automation, Nanjing University of Technology, Nanjing, P.R.China","institution_ids":["https://openalex.org/I134687103"]},{"raw_affiliation_string":"Coll. of Autom., Nanjing Univ. of Technol., China","institution_ids":["https://openalex.org/I134687103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067268075","display_name":"Y.R. Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Y.R. Wang","raw_affiliation_strings":["College of Automation, Nanjing University of Technology, Nanjing, P.R.China","Coll. of Autom., Nanjing Univ. of Technol., China"],"affiliations":[{"raw_affiliation_string":"College of Automation, Nanjing University of Technology, Nanjing, P.R.China","institution_ids":["https://openalex.org/I134687103"]},{"raw_affiliation_string":"Coll. of Autom., Nanjing Univ. of Technol., China","institution_ids":["https://openalex.org/I134687103"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5083867418"],"corresponding_institution_ids":["https://openalex.org/I134687103"],"apc_list":null,"apc_paid":null,"fwci":1.7385,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.84961954,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"1054","last_page":"1058"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9965999722480774,"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":0.9965999722480774,"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":0.9912999868392944,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9757999777793884,"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/soft-sensor","display_name":"Soft sensor","score":0.8230485916137695},{"id":"https://openalex.org/keywords/fractionating-column","display_name":"Fractionating column","score":0.7598905563354492},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.731417715549469},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6879552006721497},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6076379418373108},{"id":"https://openalex.org/keywords/process-control","display_name":"Process control","score":0.6022176146507263},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5726453065872192},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.5713887214660645},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.4945175349712372},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.47335267066955566},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.4732692241668701},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.46017375588417053},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.42307111620903015},{"id":"https://openalex.org/keywords/advanced-process-control","display_name":"Advanced process control","score":0.41900402307510376},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4188668429851532},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3509838581085205},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3216295540332794},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17642050981521606},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.10684356093406677}],"concepts":[{"id":"https://openalex.org/C115575686","wikidata":"https://www.wikidata.org/wiki/Q18822403","display_name":"Soft sensor","level":3,"score":0.8230485916137695},{"id":"https://openalex.org/C154030694","wikidata":"https://www.wikidata.org/wiki/Q1436074","display_name":"Fractionating column","level":3,"score":0.7598905563354492},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.731417715549469},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6879552006721497},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6076379418373108},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.6022176146507263},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5726453065872192},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.5713887214660645},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.4945175349712372},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.47335267066955566},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.4732692241668701},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.46017375588417053},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.42307111620903015},{"id":"https://openalex.org/C157978775","wikidata":"https://www.wikidata.org/wiki/Q13574356","display_name":"Advanced process control","level":4,"score":0.41900402307510376},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4188668429851532},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3509838581085205},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3216295540332794},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17642050981521606},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.10684356093406677},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2003.1223836","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2003.1223836","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks, 2003.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1849183786","https://openalex.org/W2047841901","https://openalex.org/W2115129628","https://openalex.org/W2157486206","https://openalex.org/W2390310860"],"related_works":["https://openalex.org/W2034881469","https://openalex.org/W2001433658","https://openalex.org/W2369356682","https://openalex.org/W2768175398","https://openalex.org/W2058794669","https://openalex.org/W1484452641","https://openalex.org/W2153106268","https://openalex.org/W1862374942","https://openalex.org/W4291700972","https://openalex.org/W2111254175"],"abstract_inverted_index":{"For":[0],"successful":[1],"monitoring":[2],"and":[3,37,96],"controlling":[4],"chemical":[5],"process,":[6],"an":[7,54,66,79,92],"accurate":[8],"on-line":[9,25],"measurement":[10],"of":[11,48],"important":[12],"quality":[13,113],"variables":[14,19],"is":[15,62,88],"essential.":[16],"However,":[17],"these":[18],"usually":[20],"are":[21],"difficult":[22],"to":[23,27,91],"measure":[24],"due":[26],"the":[28,32,49,82,86,107,112],"limitations":[29],"such":[30],"as":[31,78],"time":[33],"delay,":[34],"high":[35],"cost":[36],"reliability,":[38],"so":[39],"they":[40],"cannot":[41],"be":[42],"directly":[43],"close-loop":[44,114],"controlled.":[45],"In":[46],"view":[47],"problem":[50],"above":[51],"existing":[52],"in":[53],"industry":[55],"distillation":[56],"column,":[57],"a":[58],"new":[59],"design":[60],"methodology":[61],"proposed.":[63],"At":[64],"first,":[65],"adaptive":[67],"soft":[68],"sensor":[69],"instrument":[70],"based":[71],"on":[72,99],"neural":[73],"network":[74],"technology":[75],"was":[76],"constructed":[77],"alternative":[80],"for":[81],"physical":[83],"sensors.":[84],"Then,":[85],"soft-instrument":[87],"correctly":[89],"applied":[90],"advanced":[93],"control":[94,108,115],"system":[95,109],"run":[97],"successfully":[98],"DCS":[100],"equipment.":[101],"The":[102],"data":[103],"measured":[104],"online":[105],"show":[106],"has":[110],"realized":[111],"very":[116],"well.":[117]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
