{"id":"https://openalex.org/W2765568874","doi":"https://doi.org/10.4018/ijcce.2017010102","title":"A Quantitative Study on Simultaneous Effects of Governing Parameters in Electrospinning of Nanofibers using Modified Neural Network using Genetic Algorithm","display_name":"A Quantitative Study on Simultaneous Effects of Governing Parameters in Electrospinning of Nanofibers using Modified Neural Network using Genetic Algorithm","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2765568874","doi":"https://doi.org/10.4018/ijcce.2017010102","mag":"2765568874"},"language":"en","primary_location":{"id":"doi:10.4018/ijcce.2017010102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijcce.2017010102","pdf_url":null,"source":{"id":"https://openalex.org/S4210200112","display_name":"International Journal of Chemoinformatics and Chemical Engineering","issn_l":"2155-4110","issn":["2155-4110","2155-4129"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Chemoinformatics and Chemical Engineering","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/A5053674424","display_name":"Shayan Seyedin","orcid":"https://orcid.org/0000-0001-7322-0387"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shayan Seyedin","raw_affiliation_strings":["Institute for Frontier Materials, Deakin University, Geelong, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Frontier Materials, Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058048575","display_name":"S. Maghsoodloo","orcid":null},"institutions":[{"id":"https://openalex.org/I877176835","display_name":"University of Guilan","ror":"https://ror.org/01bdr6121","country_code":"IR","type":"education","lineage":["https://openalex.org/I877176835"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Shima Maghsoodloo","raw_affiliation_strings":["Textile Engineering Department, Faculty of Engineering, University of Guilan, Guilan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Textile Engineering Department, Faculty of Engineering, University of Guilan, Guilan, Iran","institution_ids":["https://openalex.org/I877176835"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079193436","display_name":"Vahid Mottaghitalab","orcid":"https://orcid.org/0000-0001-7211-3141"},"institutions":[{"id":"https://openalex.org/I877176835","display_name":"University of Guilan","ror":"https://ror.org/01bdr6121","country_code":"IR","type":"education","lineage":["https://openalex.org/I877176835"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Vahid Mottaghitalab","raw_affiliation_strings":["Textile Engineering Department, Faculty of Engineering, University of Guilan, Guilan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Textile Engineering Department, Faculty of Engineering, University of Guilan, Guilan, Iran","institution_ids":["https://openalex.org/I877176835"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.07906679,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"6","issue":"1","first_page":"20","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10729","display_name":"Electrospun Nanofibers in Biomedical Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2502","display_name":"Biomaterials"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10729","display_name":"Electrospun Nanofibers in Biomedical Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2502","display_name":"Biomaterials"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10660","display_name":"Conducting polymers and applications","score":0.9678999781608582,"subfield":{"id":"https://openalex.org/subfields/2507","display_name":"Polymers and Plastics"},"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/electrospinning","display_name":"Electrospinning","score":0.8933145999908447},{"id":"https://openalex.org/keywords/nanofiber","display_name":"Nanofiber","score":0.806000828742981},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6597912311553955},{"id":"https://openalex.org/keywords/polyvinyl-alcohol","display_name":"Polyvinyl alcohol","score":0.629176914691925},{"id":"https://openalex.org/keywords/spinning","display_name":"Spinning","score":0.6000178456306458},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5898907780647278},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.5738024711608887},{"id":"https://openalex.org/keywords/fiber","display_name":"Fiber","score":0.5048938393592834},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.4944119453430176},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4874151051044464},{"id":"https://openalex.org/keywords/volumetric-flow-rate","display_name":"Volumetric flow rate","score":0.4573812186717987},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39433419704437256},{"id":"https://openalex.org/keywords/polymer","display_name":"Polymer","score":0.23753413558006287},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.21641770005226135},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20740729570388794},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.19369447231292725},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17474737763404846},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.10434108972549438},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08504897356033325}],"concepts":[{"id":"https://openalex.org/C144796933","wikidata":"https://www.wikidata.org/wiki/Q1533542","display_name":"Electrospinning","level":3,"score":0.8933145999908447},{"id":"https://openalex.org/C91129048","wikidata":"https://www.wikidata.org/wiki/Q594196","display_name":"Nanofiber","level":2,"score":0.806000828742981},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6597912311553955},{"id":"https://openalex.org/C2778551929","wikidata":"https://www.wikidata.org/wiki/Q146339","display_name":"Polyvinyl alcohol","level":2,"score":0.629176914691925},{"id":"https://openalex.org/C154815118","wikidata":"https://www.wikidata.org/wiki/Q453762","display_name":"Spinning","level":2,"score":0.6000178456306458},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5898907780647278},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5738024711608887},{"id":"https://openalex.org/C519885992","wikidata":"https://www.wikidata.org/wiki/Q161","display_name":"Fiber","level":2,"score":0.5048938393592834},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.4944119453430176},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4874151051044464},{"id":"https://openalex.org/C172120300","wikidata":"https://www.wikidata.org/wiki/Q1134348","display_name":"Volumetric flow rate","level":2,"score":0.4573812186717987},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39433419704437256},{"id":"https://openalex.org/C521977710","wikidata":"https://www.wikidata.org/wiki/Q81163","display_name":"Polymer","level":2,"score":0.23753413558006287},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.21641770005226135},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20740729570388794},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.19369447231292725},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17474737763404846},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.10434108972549438},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08504897356033325},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijcce.2017010102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijcce.2017010102","pdf_url":null,"source":{"id":"https://openalex.org/S4210200112","display_name":"International Journal of Chemoinformatics and Chemical Engineering","issn_l":"2155-4110","issn":["2155-4110","2155-4129"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Chemoinformatics and Chemical Engineering","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jcce00:v:6:y:2017:i:1:p:20-38","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJCCE.2017010102","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W34176136","https://openalex.org/W150571132","https://openalex.org/W1490180010","https://openalex.org/W1825077972","https://openalex.org/W1967685598","https://openalex.org/W1970673317","https://openalex.org/W1971259134","https://openalex.org/W1975673305","https://openalex.org/W1988612647","https://openalex.org/W2002016471","https://openalex.org/W2007386518","https://openalex.org/W2022921785","https://openalex.org/W2026569399","https://openalex.org/W2026859661","https://openalex.org/W2028569720","https://openalex.org/W2035415157","https://openalex.org/W2037378589","https://openalex.org/W2044574207","https://openalex.org/W2056400612","https://openalex.org/W2057788866","https://openalex.org/W2065364184","https://openalex.org/W2067878879","https://openalex.org/W2072990349","https://openalex.org/W2073515924","https://openalex.org/W2074494955","https://openalex.org/W2074650125","https://openalex.org/W2076063813","https://openalex.org/W2077458446","https://openalex.org/W2079393268","https://openalex.org/W2082717206","https://openalex.org/W2087729585","https://openalex.org/W2091646826","https://openalex.org/W2098545770","https://openalex.org/W2103812091","https://openalex.org/W2108918564","https://openalex.org/W2109110326","https://openalex.org/W2117473144","https://openalex.org/W2122538988","https://openalex.org/W2129288307","https://openalex.org/W2131329059","https://openalex.org/W2135293965","https://openalex.org/W2138848677","https://openalex.org/W2140527568","https://openalex.org/W2142411322","https://openalex.org/W2144231828","https://openalex.org/W2148606196","https://openalex.org/W2152500670","https://openalex.org/W2156432645","https://openalex.org/W2160817835","https://openalex.org/W2363909301","https://openalex.org/W2590609701","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2484026318","https://openalex.org/W2355916646","https://openalex.org/W4388098904","https://openalex.org/W2009404409","https://openalex.org/W2242037806","https://openalex.org/W44317429","https://openalex.org/W2393411407","https://openalex.org/W2988302525","https://openalex.org/W2977835432","https://openalex.org/W2010084599"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"modified":[3],"neural":[4,62,93],"networks":[5,63,94],"using":[6,88],"genetic":[7,89],"algorithms":[8,90],"were":[9,65],"employed":[10,106],"to":[11,91],"investigate":[12],"the":[13,19,69,85,97,113,116,121,129,133],"simultaneous":[14],"effects":[15,114],"of":[16,18,48,54,82,87,112,115,120,125,131],"four":[17],"most":[20],"important":[21],"parameters,":[22],"namely;":[23],"solution":[24],"concentration":[25],"(C);":[26],"spinning":[27],"distance":[28],"(d);":[29],"applied":[30],"voltage":[31],"(V);":[32],"and":[33,78,118,135,145],"volume":[34],"flow":[35],"rate":[36],"(Q)":[37],"on":[38],"mean":[39],"fiber":[40,49],"diameter":[41,50],"(MFD),":[42],"as":[43,45],"well":[44],"standard":[46],"deviation":[47],"(StdFD)":[51],"in":[52,128],"electrospinning":[53,70,98],"polyvinyl":[55],"alcohol":[56],"(PVA)":[57],"nanofibers.":[58],"Genetic":[59],"algorithm":[60],"optimized":[61],"(GANN)":[64],"used":[66],"for":[67,95],"modeling":[68,96,132],"process.":[71],"The":[72],"results":[73],"indicate":[74],"better":[75],"experimental":[76],"conditions":[77],"more":[79,142,147],"predictive":[80],"ability":[81],"GANNs.":[83],"Therefore,":[84],"approach":[86],"optimize":[92],"process":[99,134],"has":[100],"been":[101],"successful.":[102],"RSM":[103],"could":[104],"be":[105],"when":[107],"statistical":[108],"analysis,":[109],"quantitative":[110],"study":[111],"parameters":[117],"visualization":[119],"response":[122],"surfaces":[123],"are":[124],"interest,":[126],"whereas":[127],"case":[130],"predicting":[136],"new":[137],"conditions,":[138],"GANN":[139],"is":[140],"a":[141],"powerful":[143],"tool":[144],"presents":[146],"desirable":[148],"results.":[149]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}