{"id":"https://openalex.org/W4410187708","doi":"https://doi.org/10.1007/s40747-025-01899-5","title":"Hybrid mechanism and data driven approach for high-precision modeling of gas flow regulation systems of VFDR","display_name":"Hybrid mechanism and data driven approach for high-precision modeling of gas flow regulation systems of VFDR","publication_year":2025,"publication_date":"2025-05-08","ids":{"openalex":"https://openalex.org/W4410187708","doi":"https://doi.org/10.1007/s40747-025-01899-5"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-025-01899-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-01899-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-01899-5.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-01899-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114832447","display_name":"Zongyu Zhang","orcid":"https://orcid.org/0000-0001-6027-9312"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zongyu Zhang","raw_affiliation_strings":["School of Artificial Intelligence, Dalian Maritime University, Dalian, 116026, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Dalian Maritime University, Dalian, 116026, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101648568","display_name":"Huan Wang","orcid":"https://orcid.org/0000-0002-6759-3475"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huan Wang","raw_affiliation_strings":["School of Advanced Manufacturing, Sun Yat-Sen University, Shenzhen, 518107, China"],"affiliations":[{"raw_affiliation_string":"School of Advanced Manufacturing, Sun Yat-Sen University, Shenzhen, 518107, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101200008","display_name":"Meng Tang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Meng Tang","raw_affiliation_strings":["School of Aeronautics and Astronautics, Sun Yat-Sen University, Shenzhen, 518107, China"],"affiliations":[{"raw_affiliation_string":"School of Aeronautics and Astronautics, Sun Yat-Sen University, Shenzhen, 518107, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100685752","display_name":"Jie Zhang","orcid":"https://orcid.org/0000-0002-9745-664X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Zhang","raw_affiliation_strings":["School of Mechanics and Aerospace Engineering, Liaoning Provincial Key Laboratory of Aerospace Advanced Technology, Dalian University of Technology, Dalian, 116024, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanics and Aerospace Engineering, Liaoning Provincial Key Laboratory of Aerospace Advanced Technology, Dalian University of Technology, Dalian, 116024, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074768872","display_name":"Xinhan Hu","orcid":"https://orcid.org/0000-0001-9222-0737"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinhan Hu","raw_affiliation_strings":["School of Mechanics and Aerospace Engineering, Liaoning Provincial Key Laboratory of Aerospace Advanced Technology, Dalian University of Technology, Dalian, 116024, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanics and Aerospace Engineering, Liaoning Provincial Key Laboratory of Aerospace Advanced Technology, Dalian University of Technology, Dalian, 116024, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5114832447"],"corresponding_institution_ids":["https://openalex.org/I43313876"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":2.5876,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.88975921,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"11","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.982699990272522,"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":0.982699990272522,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.980400025844574,"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/T12540","display_name":"Cyclone Separators and Fluid Dynamics","score":0.9772999882698059,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/mechanism","display_name":"Mechanism (biology)","score":0.708428680896759},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.5279725193977356},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4540191888809204},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.430406391620636},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.234144926071167},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.22981244325637817},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1464073359966278}],"concepts":[{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.708428680896759},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.5279725193977356},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4540191888809204},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.430406391620636},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.234144926071167},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.22981244325637817},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1464073359966278},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-025-01899-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-01899-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-01899-5.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8e40799e5c794a2da137cf8f1b7c4d0b","is_oa":true,"landing_page_url":"https://doaj.org/article/8e40799e5c794a2da137cf8f1b7c4d0b","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 11, Iss 6, Pp 1-23 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-025-01899-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-01899-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-01899-5.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410187708.pdf","grobid_xml":"https://content.openalex.org/works/W4410187708.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1967134581","https://openalex.org/W2031442702","https://openalex.org/W2102883295","https://openalex.org/W2116349459","https://openalex.org/W2124208640","https://openalex.org/W2144775653","https://openalex.org/W2334070677","https://openalex.org/W2566389334","https://openalex.org/W2779436178","https://openalex.org/W2892190110","https://openalex.org/W2898306058","https://openalex.org/W3168539778","https://openalex.org/W4307238970","https://openalex.org/W4313569885","https://openalex.org/W4321350169","https://openalex.org/W4321439177","https://openalex.org/W4381887315","https://openalex.org/W4385977042","https://openalex.org/W4392698675","https://openalex.org/W4392941295"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"variable":[1],"flow":[2],"ducted":[3],"rocket":[4],"(VFDR)":[5],"poses":[6],"significant":[7],"challenges":[8],"for":[9,68,79,107],"high-precision":[10],"modeling":[11,39],"due":[12],"to":[13,48,73,129,167],"its":[14,137],"complex":[15],"nonlinear":[16,120],"dynamics,":[17],"harsh":[18],"operational":[19],"conditions,":[20],"and":[21,37,55,59,66,87,139,157,172,205],"integration":[22],"of":[23,84,90,97,179],"multiple":[24],"physical":[25],"fields.":[26],"To":[27,143],"address":[28],"this":[29,31],"challenge,":[30],"paper":[32],"introduces":[33],"a":[34,104,152,198],"hybrid":[35],"mechanism":[36],"data-driven":[38,112],"approach.":[40],"Initially,":[41],"the":[42,50,56,81,85,91,94,98,108,119,131,149,177,180,183,191,194,206],"parameter":[43,106],"perturbation":[44],"method":[45,64],"was":[46,101,116,165],"employed":[47],"elucidate":[49],"interdependencies":[51],"between":[52],"system":[53],"parameters":[54,83],"VFDR's":[57],"dynamic":[58,145],"steady-state":[60,88,109,132],"responses.":[61],"Entropy":[62],"weight":[63],"(EWM)":[65],"technique":[67],"order":[69],"preference":[70],"by":[71,203,211],"similarity":[72,158],"ideal":[74],"solution":[75],"(TOPSIS)":[76],"were":[77],"utilized":[78],"ranking":[80],"compensation":[82,114,153,169,189],"dynamic-state":[86],"models":[89],"VFDR.":[92],"Additionally,":[93],"throat":[95],"area":[96],"regulation":[99],"valve":[100],"chosen":[102],"as":[103],"compensatory":[105],"model.":[110],"A":[111],"residual":[113],"model":[115],"developed":[117],"using":[118,190],"autoregressive":[121],"neural":[122],"networks":[123],"with":[124,160],"external":[125],"inputs":[126],"(NARX)":[127],"algorithm":[128],"enhance":[130],"mechanistic":[133,150],"VFDR":[134],"model,":[135,151],"addressing":[136],"time-varying":[138],"high":[140],"uncertainty":[141],"characteristics.":[142],"mitigate":[144],"response":[146],"errors":[147],"in":[148,197],"strategy":[154],"integrating":[155],"error":[156,196,208],"evolution":[159],"extreme":[161],"learning":[162],"machine":[163],"(ELM)":[164],"implemented":[166],"generate":[168],"value.":[170],"Simulation":[171],"ground":[173],"experiment":[174],"results":[175,185],"validate":[176],"efficacy":[178],"proposed":[181,192],"algorithm,":[182],"experimental":[184],"indicate":[186],"that,":[187],"after":[188],"strategy,":[193],"maximum":[195],"single":[199],"test":[200],"is":[201,209],"reduced":[202],"24.19%,":[204],"average":[207],"decreased":[210],"17.81%.":[212]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
