{"id":"https://openalex.org/W2079040754","doi":"https://doi.org/10.3390/a7030363","title":"Pressure Model of Control Valve Based on LS-SVM with the Fruit Fly Algorithm","display_name":"Pressure Model of Control Valve Based on LS-SVM with the Fruit Fly Algorithm","publication_year":2014,"publication_date":"2014-07-11","ids":{"openalex":"https://openalex.org/W2079040754","doi":"https://doi.org/10.3390/a7030363","mag":"2079040754"},"language":"en","primary_location":{"id":"doi:10.3390/a7030363","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a7030363","pdf_url":"https://www.mdpi.com/1999-4893/7/3/363/pdf?version=1405420591","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/7/3/363/pdf?version=1405420591","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089496709","display_name":"Aiqin Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I151013683","display_name":"Binzhou University","ror":"https://ror.org/05frpfj73","country_code":"CN","type":"education","lineage":["https://openalex.org/I151013683"]},{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huang Aiqin","raw_affiliation_strings":["College of Mechanical Engineering, Shandong University, Jinan 250013, China","Electrical Engineering, Binzhou University, Binzhou 256600, China","Key Laboratory of High-efficiency and Clean Mechanical Manufacture, Ministry of Education, Shandong University, Jinan 250013, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, Shandong University, Jinan 250013, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Electrical Engineering, Binzhou University, Binzhou 256600, China","institution_ids":["https://openalex.org/I151013683"]},{"raw_affiliation_string":"Key Laboratory of High-efficiency and Clean Mechanical Manufacture, Ministry of Education, Shandong University, Jinan 250013, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":null,"display_name":"Wang Yong","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Yong","raw_affiliation_strings":["College of Mechanical Engineering, Shandong University, Jinan 250013, China","Key Laboratory of High-efficiency and Clean Mechanical Manufacture, Ministry of Education, Shandong University, Jinan 250013, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, Shandong University, Jinan 250013, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Key Laboratory of High-efficiency and Clean Mechanical Manufacture, Ministry of Education, Shandong University, Jinan 250013, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5089496709"],"corresponding_institution_ids":["https://openalex.org/I151013683","https://openalex.org/I154099455"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.2306,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83273043,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"7","issue":"3","first_page":"363","last_page":"375"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9970999956130981,"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":0.9970999956130981,"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":0.9869999885559082,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9830999970436096,"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/support-vector-machine","display_name":"Support vector machine","score":0.7540185451507568},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.576823890209198},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5744292736053467},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5640808939933777},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.518523097038269},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45781344175338745},{"id":"https://openalex.org/keywords/least-squares-function-approximation","display_name":"Least-squares function approximation","score":0.44058912992477417},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3619197905063629},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2949932813644409},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27429312467575073}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7540185451507568},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.576823890209198},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5744292736053467},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5640808939933777},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.518523097038269},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45781344175338745},{"id":"https://openalex.org/C9936470","wikidata":"https://www.wikidata.org/wiki/Q6510405","display_name":"Least-squares function approximation","level":3,"score":0.44058912992477417},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3619197905063629},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2949932813644409},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27429312467575073},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/a7030363","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a7030363","pdf_url":"https://www.mdpi.com/1999-4893/7/3/363/pdf?version=1405420591","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1db8ae1fdf9f48b78e3d02b917d74ba2","is_oa":true,"landing_page_url":"https://doaj.org/article/1db8ae1fdf9f48b78e3d02b917d74ba2","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 7, Iss 3, Pp 363-375 (2014)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/a7030363","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a7030363","pdf_url":"https://www.mdpi.com/1999-4893/7/3/363/pdf?version=1405420591","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.550000011920929}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2079040754.pdf","grobid_xml":"https://content.openalex.org/works/W2079040754.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1969861235","https://openalex.org/W1970827582","https://openalex.org/W1971259144","https://openalex.org/W1980067289","https://openalex.org/W1992114951","https://openalex.org/W1995789178","https://openalex.org/W2001506129","https://openalex.org/W2004830895","https://openalex.org/W2022912953","https://openalex.org/W2024436777","https://openalex.org/W2039480094","https://openalex.org/W2042816221","https://openalex.org/W2053668232","https://openalex.org/W2059372499","https://openalex.org/W2068206361","https://openalex.org/W2071810110","https://openalex.org/W2072479540","https://openalex.org/W2083995498","https://openalex.org/W2086118836","https://openalex.org/W2093195672","https://openalex.org/W2094565518","https://openalex.org/W2119821739","https://openalex.org/W2151388232","https://openalex.org/W2162464106","https://openalex.org/W2336469769","https://openalex.org/W2532247436","https://openalex.org/W3123622325","https://openalex.org/W4239510810","https://openalex.org/W6656675343","https://openalex.org/W6703004805"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W1980100242","https://openalex.org/W2530420969","https://openalex.org/W2051187167","https://openalex.org/W4315815996"],"abstract_inverted_index":{"Control":[0],"valve":[1,37],"is":[2,11,68,97,107,128,186],"a":[3,27,80,87,93,119,182],"kind":[4],"of":[5,19,35,75,82,90,101,121,134,177],"essential":[6],"terminal":[7],"control":[8,36],"component":[9],"which":[10,46],"hard":[12],"to":[13,51,57,70],"model":[14],"by":[15,109],"traditional":[16],"methodologies":[17],"because":[18],"its":[20,139],"complexity":[21],"and":[22,150,185],"nonlinearity.":[23],"This":[24],"paper":[25],"proposes":[26],"new":[28],"modeling":[29,60,103],"method":[30,104,154],"for":[31,189],"the":[32,39,59,62,111,115,131,151,175,190],"upstream":[33],"pressure":[34],"using":[38,105],"least":[40],"squares":[41],"support":[42],"vector":[43],"machine":[44],"(LS-SVM),":[45],"has":[47,167,181],"been":[48],"successfully":[49],"used":[50,69],"identify":[52],"nonlinear":[53],"system.":[54],"In":[55],"order":[56],"improve":[58],"performance,":[61],"fruit":[63],"fly":[64],"optimization":[65],"algorithm":[66,149],"(FOA)":[67],"optimize":[71],"two":[72],"critical":[73],"parameters":[74],"LS-SVM.":[76],"As":[77],"an":[78],"example,":[79],"set":[81],"actual":[83,116],"production":[84],"data":[85,117],"from":[86,174],"controlling":[88],"system":[89],"chlorine":[91],"in":[92,170],"salt":[94],"chemistry":[95],"industry":[96],"applied.":[98],"The":[99,159],"validity":[100],"LS-SVM":[102,163],"FOA":[106,135,166,180],"verified":[108],"comparing":[110],"predicted":[112],"results":[113,160],"with":[114,118],"value":[120],"MSE":[122],"2.474":[123],"\u00d7":[124],"10\u22123.":[125],"Moreover,":[126],"it":[127],"demonstrated":[129],"that":[130,162],"initial":[132],"position":[133],"does":[136],"not":[137],"affect":[138],"optimal":[140],"ability.":[141],"By":[142],"comparison,":[143],"simulation":[144],"experiments":[145],"based":[146,164],"on":[147,165],"PSO":[148],"grid":[152],"search":[153],"are":[155],"also":[156],"carried":[157],"out.":[158],"show":[161],"equal":[168],"performance":[169],"prediction":[171],"accuracy.":[172],"However,":[173],"respect":[176],"calculation":[178],"time,":[179],"significant":[183],"advantage":[184],"more":[187],"suitable":[188],"online":[191],"prediction.":[192]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2015,"cited_by_count":3}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}