{"id":"https://openalex.org/W2136683954","doi":"https://doi.org/10.1080/019697298125731","title":"NEURAL NETWORK MODELING OF FERMENTATION PROCESSES: SPECIFIC KINETIC RATE MODELS","display_name":"NEURAL NETWORK MODELING OF FERMENTATION PROCESSES: SPECIFIC KINETIC RATE MODELS","publication_year":1998,"publication_date":"1998-04-01","ids":{"openalex":"https://openalex.org/W2136683954","doi":"https://doi.org/10.1080/019697298125731","mag":"2136683954"},"language":"en","primary_location":{"id":"doi:10.1080/019697298125731","is_oa":false,"landing_page_url":"https://doi.org/10.1080/019697298125731","pdf_url":null,"source":{"id":"https://openalex.org/S117436046","display_name":"Cybernetics & Systems","issn_l":"0196-9722","issn":["0196-9722","1087-6553"],"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","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cybernetics and Systems","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":"https://openalex.org/A5108096665","display_name":"P. KOPRINKOVA M. PETROVA T. PATARIN","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"P. KOPRINKOVA M. PETROVA T. PATARIN","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5108096665"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.22220465,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"29","issue":"3","first_page":"303","last_page":"317"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.8780999779701233,"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":0.8780999779701233,"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/T14474","display_name":"Industrial Technology and Control Systems","score":0.8357999920845032,"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/chemostat","display_name":"Chemostat","score":0.9143068790435791},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7366898059844971},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6177579164505005},{"id":"https://openalex.org/keywords/feedforward-neural-network","display_name":"Feedforward neural network","score":0.6105042695999146},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.5535660982131958},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5493074655532837},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49054330587387085},{"id":"https://openalex.org/keywords/biochemical-engineering","display_name":"Biochemical engineering","score":0.4904148280620575},{"id":"https://openalex.org/keywords/network-model","display_name":"Network model","score":0.4331078827381134},{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.4292321801185608},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29286837577819824},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1653101146221161},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.09860560297966003},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06841570138931274}],"concepts":[{"id":"https://openalex.org/C125111812","wikidata":"https://www.wikidata.org/wiki/Q902311","display_name":"Chemostat","level":3,"score":0.9143068790435791},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7366898059844971},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6177579164505005},{"id":"https://openalex.org/C47702885","wikidata":"https://www.wikidata.org/wiki/Q5441227","display_name":"Feedforward neural network","level":3,"score":0.6105042695999146},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.5535660982131958},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5493074655532837},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49054330587387085},{"id":"https://openalex.org/C183696295","wikidata":"https://www.wikidata.org/wiki/Q2487696","display_name":"Biochemical engineering","level":1,"score":0.4904148280620575},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.4331078827381134},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.4292321801185608},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29286837577819824},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1653101146221161},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.09860560297966003},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06841570138931274},{"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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C523546767","wikidata":"https://www.wikidata.org/wiki/Q10876","display_name":"Bacteria","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/019697298125731","is_oa":false,"landing_page_url":"https://doi.org/10.1080/019697298125731","pdf_url":null,"source":{"id":"https://openalex.org/S117436046","display_name":"Cybernetics & Systems","issn_l":"0196-9722","issn":["0196-9722","1087-6553"],"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","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cybernetics and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1557629110","https://openalex.org/W2115072676","https://openalex.org/W4311212821","https://openalex.org/W2045727192","https://openalex.org/W2102065768","https://openalex.org/W1529660427","https://openalex.org/W3121106353","https://openalex.org/W2090361488","https://openalex.org/W2158578859","https://openalex.org/W2521803028"],"abstract_inverted_index":{"A":[0],"general":[1],"approach":[2],"for":[3,13,36,54],"neural":[4,31,49],"network":[5,50],"modeling":[6],"of":[7,57,60,63,73],"chemostat":[8],"microorganism":[9],"cultivation":[10],"that":[11],"accounts":[12],"the":[14,55,58,74],"culture":[15],"memory":[16],"is":[17,20,76],"proposed.":[18,77],"It":[19],"based":[21],"on":[22,66],"a":[23,61,67,71],"classical":[24],"unstructured":[25],"model":[26,72],"in":[27],"which":[28],"different":[29],"feedforward":[30],"networks":[32],"with":[33],"delay":[34],"elements":[35],"both":[37],"specific":[38,42],"growth":[39,59],"rate":[40,44],"and":[41,70],"consumption":[43],"estimation":[45],"are":[46,52],"adopted.":[47],"Different":[48],"topologies":[51],"studied":[53],"example":[56],"strain":[62],"Saccharomyces":[64],"cerevisiae":[65],"glucose-limited":[68],"medium":[69],"process":[75]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}
