{"id":"https://openalex.org/W2161170155","doi":"https://doi.org/10.1109/ijcnn.2007.4371185","title":"Process modeling strategy combining analytical and data based techniques - I. NN identification of reaction rates with known kinetics coefficients","display_name":"Process modeling strategy combining analytical and data based techniques - I. NN identification of reaction rates with known kinetics coefficients","publication_year":2007,"publication_date":"2007-08-01","ids":{"openalex":"https://openalex.org/W2161170155","doi":"https://doi.org/10.1109/ijcnn.2007.4371185","mag":"2161170155"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2007.4371185","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2007.4371185","pdf_url":null,"source":{"id":"https://openalex.org/S4210195743","display_name":"IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks","issn_l":"1098-7576","issn":["1098-7576","1558-3902"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 International Joint Conference on Neural Networks","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/A5041531122","display_name":"P\u00e9tia Georgieva","orcid":"https://orcid.org/0000-0002-6424-6590"},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Petia Georgieva","raw_affiliation_strings":["Department of Electronics, Telecommunications and Informatics, IEETA, University of Aveiro, Aveiro, Portugal"],"affiliations":[{"raw_affiliation_string":"Department of Electronics, Telecommunications and Informatics, IEETA, University of Aveiro, Aveiro, Portugal","institution_ids":["https://openalex.org/I60858718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100708959","display_name":"Cristina Oliveira","orcid":"https://orcid.org/0000-0002-5376-0447"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Cristina Oliveira","raw_affiliation_strings":["Department of Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027860668","display_name":"Fernando Rocha","orcid":"https://orcid.org/0000-0002-2778-8374"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Fernando Rocha","raw_affiliation_strings":["Department of Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082751368","display_name":"S. Feyo de Azevedo","orcid":"https://orcid.org/0000-0001-6389-2091"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Sebastiao Feyo de Azevedo","raw_affiliation_strings":["Department of Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, Faculty of Engineering, University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041531122"],"corresponding_institution_ids":["https://openalex.org/I60858718"],"apc_list":null,"apc_paid":null,"fwci":1.0983,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.74583333,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":"1530","last_page":"1535"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9905999898910522,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9905999898910522,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9890999794006348,"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/T11881","display_name":"Crystallization and Solubility Studies","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6414980292320251},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5728247165679932},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5636847615242004},{"id":"https://openalex.org/keywords/parameterized-complexity","display_name":"Parameterized complexity","score":0.55319744348526},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5480360388755798},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.5126713514328003},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4526876211166382},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.4208090305328369},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.3936331272125244},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34268778562545776},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3405599594116211},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32996687293052673},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.21574807167053223},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15730690956115723}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6414980292320251},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5728247165679932},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5636847615242004},{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.55319744348526},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5480360388755798},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.5126713514328003},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4526876211166382},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.4208090305328369},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.3936331272125244},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34268778562545776},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3405599594116211},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32996687293052673},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.21574807167053223},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15730690956115723},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2007.4371185","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2007.4371185","pdf_url":null,"source":{"id":"https://openalex.org/S4210195743","display_name":"IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks","issn_l":"1098-7576","issn":["1098-7576","1558-3902"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 International Joint Conference on Neural Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1485426748","https://openalex.org/W1861904599","https://openalex.org/W1966157533","https://openalex.org/W2016862626","https://openalex.org/W2030384368","https://openalex.org/W2103653735","https://openalex.org/W2160377574","https://openalex.org/W2166998889","https://openalex.org/W4301667260"],"related_works":["https://openalex.org/W3085764877","https://openalex.org/W2514414740","https://openalex.org/W2377414158","https://openalex.org/W3199615306","https://openalex.org/W77207468","https://openalex.org/W3212781313","https://openalex.org/W4307725381","https://openalex.org/W124863575","https://openalex.org/W3203147184","https://openalex.org/W2037691954"],"abstract_inverted_index":{"This":[0],"work":[1],"deals":[2],"with":[3,134],"the":[4,7,13,19,34,50,54,63,82,91,126],"fusion":[5],"of":[6,22,56,94,97,125,129],"data-based":[8],"and":[9,75,106,114,132],"analytical":[10],"submodels":[11],"in":[12,53],"process":[14,23,60],"engineering.":[15],"In":[16],"contrast":[17],"to":[18,48,79],"traditional":[20],"way":[21],"reaction":[24,51,64],"rates":[25,52,65],"identification":[26],"by":[27],"an":[28],"exhaustive":[29],"and/or":[30],"expensive":[31],"search":[32],"for":[33,123],"most":[35],"appropriate":[36],"parameterized":[37],"structure,":[38],"a":[39,57,70,95],"neural":[40],"network":[41,72],"(NN)":[42],"based":[43],"procedure":[44],"is":[45,88,120],"developed":[46,78],"here":[47],"identify":[49],"framework":[55],"first":[58],"principles":[59],"model.":[61],"Since":[62],"are":[66,77],"not":[67],"measured":[68],"variables":[69],"particular":[71],"training":[73],"structure":[74],"algorithm":[76,119],"make":[80],"possible":[81],"supervised":[83],"NN":[84],"learning.":[85],"Our":[86],"contribution":[87],"focused":[89],"on":[90],"general":[92],"modeling":[93],"class":[96],"nonlinear":[98],"systems":[99],"representing":[100],"several":[101],"industrial":[102],"processes":[103],"including":[104],"crystallization":[105],"precipitation,":[107],"polymerization":[108],"reactors,":[109],"distillation":[110],"columns,":[111],"biochemical":[112],"fermentation":[113],"biological":[115],"systems.":[116],"The":[117],"proposed":[118],"further":[121],"applied":[122],"estimation":[124],"precipitation":[127],"rate":[128],"calcium":[130],"phosphate":[131],"compared":[133],"alternative":[135],"solutions.":[136]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
