{"id":"https://openalex.org/W3199732216","doi":"https://doi.org/10.1109/access.2021.3114323","title":"Design and Application of Intelligence Algorithms in Continuous Fermentation of Glycerol","display_name":"Design and Application of Intelligence Algorithms in Continuous Fermentation of Glycerol","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3199732216","doi":"https://doi.org/10.1109/access.2021.3114323","mag":"3199732216"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3114323","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3114323","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09541398.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09541398.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101681921","display_name":"Guoli Wu","orcid":"https://orcid.org/0000-0002-5670-2939"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoli Wu","raw_affiliation_strings":["College of Science, China University of Petroleum, Qingdao, 266580 China. (e-mail: wuguoli@upc.edu.cn)","College of Science, China University of Petroleum, Qingdao, 266580 China"],"raw_orcid":"https://orcid.org/0000-0002-5670-2939","affiliations":[{"raw_affiliation_string":"College of Science, China University of Petroleum, Qingdao, 266580 China. (e-mail: wuguoli@upc.edu.cn)","institution_ids":["https://openalex.org/I4210162190"]},{"raw_affiliation_string":"College of Science, China University of Petroleum, Qingdao, 266580 China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100347483","display_name":"Juan Wang","orcid":"https://orcid.org/0000-0003-2968-0380"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juan Wang","raw_affiliation_strings":["College of Science, China University of Petroleum, Qingdao, 266580 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science, China University of Petroleum, Qingdao, 266580 China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048023381","display_name":"Zongli Ruan","orcid":"https://orcid.org/0000-0002-0751-8561"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongli Ruan","raw_affiliation_strings":["College of Science, China University of Petroleum, Qingdao, 266580 China"],"raw_orcid":"https://orcid.org/0000-0002-0751-8561","affiliations":[{"raw_affiliation_string":"College of Science, China University of Petroleum, Qingdao, 266580 China","institution_ids":["https://openalex.org/I4210162190"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210162190"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.148,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.45175605,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"9","issue":null,"first_page":"132839","last_page":"132845"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9994000196456909,"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/T11663","display_name":"Viral Infectious Diseases and Gene Expression in Insects","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6302754282951355},{"id":"https://openalex.org/keywords/bioconversion","display_name":"Bioconversion","score":0.6279079914093018},{"id":"https://openalex.org/keywords/dilution","display_name":"Dilution","score":0.5899789333343506},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48497557640075684},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4383925795555115},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4168590009212494},{"id":"https://openalex.org/keywords/glycerol","display_name":"Glycerol","score":0.41182172298431396},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40620625019073486},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34654131531715393},{"id":"https://openalex.org/keywords/fermentation","display_name":"Fermentation","score":0.2694425582885742},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.1754036545753479}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6302754282951355},{"id":"https://openalex.org/C2780074830","wikidata":"https://www.wikidata.org/wiki/Q864423","display_name":"Bioconversion","level":3,"score":0.6279079914093018},{"id":"https://openalex.org/C96618451","wikidata":"https://www.wikidata.org/wiki/Q3028008","display_name":"Dilution","level":2,"score":0.5899789333343506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48497557640075684},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4383925795555115},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4168590009212494},{"id":"https://openalex.org/C2780881558","wikidata":"https://www.wikidata.org/wiki/Q132501","display_name":"Glycerol","level":2,"score":0.41182172298431396},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40620625019073486},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34654131531715393},{"id":"https://openalex.org/C100544194","wikidata":"https://www.wikidata.org/wiki/Q41760","display_name":"Fermentation","level":2,"score":0.2694425582885742},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1754036545753479},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3114323","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3114323","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09541398.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6a8e38dbbfb74b9b8c6a8b8567b20b4c","is_oa":true,"landing_page_url":"https://doaj.org/article/6a8e38dbbfb74b9b8c6a8b8567b20b4c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 132839-132845 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3114323","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3114323","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09541398.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2572691431","display_name":null,"funder_award_id":"19CX05003A-12","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3199732216.pdf","grobid_xml":"https://content.openalex.org/works/W3199732216.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1587550513","https://openalex.org/W1976588427","https://openalex.org/W1995972800","https://openalex.org/W1999745731","https://openalex.org/W2016447503","https://openalex.org/W2035345497","https://openalex.org/W2037917527","https://openalex.org/W2039522564","https://openalex.org/W2069824487","https://openalex.org/W2074133991","https://openalex.org/W2085233856","https://openalex.org/W2108216043","https://openalex.org/W2140491475","https://openalex.org/W2162570855","https://openalex.org/W2384114638","https://openalex.org/W2391317397","https://openalex.org/W2623076184","https://openalex.org/W2626371998","https://openalex.org/W2739626767","https://openalex.org/W3002775050","https://openalex.org/W6650387031"],"related_works":["https://openalex.org/W2014259751","https://openalex.org/W2366528792","https://openalex.org/W2350960133","https://openalex.org/W2388053644","https://openalex.org/W2123253453","https://openalex.org/W2340976201","https://openalex.org/W4296625129","https://openalex.org/W2591045632","https://openalex.org/W2366699217","https://openalex.org/W2170537671"],"abstract_inverted_index":{"The":[0],"bioconversion":[1],"of":[2,27,35,45,103,181],"1,3-propanediol":[3,104],"from":[4],"glycerol":[5,36,46,59,74],"by":[6,12],"Klebsiella":[7],"pneumoniae":[8],"can":[9],"be":[10,158],"described":[11],"a":[13,40,78,130,143],"nonlinear":[14,80],"dynamic":[15],"system.":[16],"Some":[17],"work":[18],"has":[19],"been":[20],"done":[21],"on":[22],"the":[23,28,32,43,58,73,84,100,106,113,164,176,182],"identification":[24],"and":[25,118,139,160,179],"optimization":[26,114,133],"system,":[29,82],"in":[30,105],"which":[31,154],"dilution":[33,63,85],"rate":[34,64,86],"is":[37,54,87,109,152,155],"considered":[38,88],"as":[39,77],"constant.":[41],"However,":[42],"demand":[44],"may":[47],"vary":[48],"at":[49],"different":[50],"fermentation":[51,107],"stages,":[52],"it":[53],"reasonable":[55],"to":[56,125,157,174],"view":[57],"metabolic":[60,75],"system":[61],"with":[62,66,90,148],"varying":[65,89],"time.":[67,91],"In":[68],"this":[69,127],"paper,":[70],"we":[71],"model":[72],"process":[76,108],"fourteen-dimensional":[79],"dynamical":[81],"where":[83],"Then":[92],"an":[93,119],"optimal":[94],"discrete-valued":[95],"control":[96,117,150],"problem":[97,128],"for":[98],"maximizing":[99],"average":[101],"concentration":[102],"established.":[110],"To":[111],"solve":[112],"problem,":[115],"auxiliary":[116],"exact":[120],"penalty":[121],"function":[122],"are":[123,172],"used":[124],"convert":[126],"into":[129],"large-scale":[131],"parameter":[132],"problem.":[134],"For":[135],"better":[136],"balancing":[137],"local":[138],"global":[140],"search":[141],"ability,":[142],"competitive":[144,166],"particle":[145,167],"swarm":[146,168],"algorithm":[147],"time-varying":[149],"factors":[151],"proposed":[153],"proved":[156],"faster":[159],"more":[161],"stable":[162],"than":[163],"traditional":[165],"algorithm.":[169],"Numerical":[170],"experiments":[171],"conducted":[173],"show":[175],"rationality,":[177],"effectiveness":[178],"applicability":[180],"method":[183],"proposed.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-20T07:56:41.581041","created_date":"2025-10-10T00:00:00"}
