{"id":"https://openalex.org/W3158032631","doi":"https://doi.org/10.1177/01423312211003363","title":"Experimental and numerical validation of a proportional solenoid valve based on the data-driven model","display_name":"Experimental and numerical validation of a proportional solenoid valve based on the data-driven model","publication_year":2021,"publication_date":"2021-05-03","ids":{"openalex":"https://openalex.org/W3158032631","doi":"https://doi.org/10.1177/01423312211003363","mag":"3158032631"},"language":"en","primary_location":{"id":"doi:10.1177/01423312211003363","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01423312211003363","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","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/A5037382250","display_name":"Kaiwen Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaiwen Ma","raw_affiliation_strings":["School of Mechanical Engineering, Beijing Institute of Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Beijing Institute of Technology, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102879296","display_name":"Junqiang Xi","orcid":"https://orcid.org/0000-0001-8607-4542"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junqiang Xi","raw_affiliation_strings":["School of Mechanical Engineering, Beijing Institute of Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Beijing Institute of Technology, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073486927","display_name":"Yanfei Ren","orcid":"https://orcid.org/0000-0002-1723-3295"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanfei Ren","raw_affiliation_strings":["School of Mechanical Engineering, Beijing Institute of Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Beijing Institute of Technology, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026365752","display_name":"Yanyu Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanyu Liu","raw_affiliation_strings":["School of Mechanical Engineering, Beijing Institute of Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Beijing Institute of Technology, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009152185","display_name":"Fei Meng","orcid":"https://orcid.org/0000-0003-0919-6399"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fei Meng","raw_affiliation_strings":["Department of System Science, University of Shanghai for Science and Technology, China"],"raw_orcid":"https://orcid.org/0000-0003-0919-6399","affiliations":[{"raw_affiliation_string":"Department of System Science, University of Shanghai for Science and Technology, China","institution_ids":["https://openalex.org/I148128674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009152185"],"corresponding_institution_ids":["https://openalex.org/I148128674"],"apc_list":null,"apc_paid":null,"fwci":0.1935,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.41133309,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"43","issue":"13","first_page":"2912","last_page":"2920"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.9894999861717224,"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":0.9631999731063843,"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/solenoid","display_name":"Solenoid","score":0.6567621231079102},{"id":"https://openalex.org/keywords/solenoid-valve","display_name":"Solenoid valve","score":0.6364444494247437},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.616500735282898},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.5531189441680908},{"id":"https://openalex.org/keywords/experimental-data","display_name":"Experimental data","score":0.5231717228889465},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4791523814201355},{"id":"https://openalex.org/keywords/linear-model","display_name":"Linear model","score":0.4125162959098816},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.36584001779556274},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34196484088897705},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2872803807258606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2246178686618805},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21829012036323547},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14383336901664734},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.11265841126441956},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11176261305809021},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.0966009795665741}],"concepts":[{"id":"https://openalex.org/C192144188","wikidata":"https://www.wikidata.org/wiki/Q245739","display_name":"Solenoid","level":2,"score":0.6567621231079102},{"id":"https://openalex.org/C2777112803","wikidata":"https://www.wikidata.org/wiki/Q1430621","display_name":"Solenoid valve","level":2,"score":0.6364444494247437},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.616500735282898},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.5531189441680908},{"id":"https://openalex.org/C55037315","wikidata":"https://www.wikidata.org/wiki/Q5421151","display_name":"Experimental data","level":2,"score":0.5231717228889465},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4791523814201355},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.4125162959098816},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.36584001779556274},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34196484088897705},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2872803807258606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2246178686618805},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21829012036323547},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14383336901664734},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.11265841126441956},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11176261305809021},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0966009795665741},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/01423312211003363","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01423312211003363","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2037498048","https://openalex.org/W2045002367","https://openalex.org/W2060402486","https://openalex.org/W2081780671","https://openalex.org/W2156259226","https://openalex.org/W2345260907","https://openalex.org/W2412879503","https://openalex.org/W2618737832","https://openalex.org/W2756921691","https://openalex.org/W2802101108","https://openalex.org/W2914779141","https://openalex.org/W2920901284","https://openalex.org/W2956207189","https://openalex.org/W2957877107","https://openalex.org/W3003912395","https://openalex.org/W3009680904","https://openalex.org/W3010292342","https://openalex.org/W3016751150","https://openalex.org/W3024494744","https://openalex.org/W3034499743","https://openalex.org/W3034595140","https://openalex.org/W3042255406"],"related_works":["https://openalex.org/W2349796015","https://openalex.org/W2325408330","https://openalex.org/W2513270878","https://openalex.org/W2348201648","https://openalex.org/W2121878071","https://openalex.org/W2260982462","https://openalex.org/W2148774553","https://openalex.org/W4312848518","https://openalex.org/W2362059476","https://openalex.org/W2365280303"],"abstract_inverted_index":{"Solenoid":[0],"valves":[1],"are":[2,117],"widely":[3],"used":[4,150,235],"in":[5,236],"mechatronics,":[6],"robotic":[7],"systems":[8],"and":[9,21,45,65,108,183,186,224,240],"industrial":[10],"occasions.":[11],"An":[12],"accurate":[13,238],"model":[14,29,58,64,76,110,116,129,166,216,229],"is":[15,34,77,101,130,149],"very":[16],"important":[17],"for":[18],"the":[19,31,40,43,46,70,80,84,90,93,97,109,113,128,134,141,154,158,163,174,189,195,203,206,210,215,237,244],"design":[20],"control":[22,239],"of":[23,30,42,48,57,59,72,83,112,127,156,167,205,243],"a":[24],"solenoid":[25,32,60,168,245],"valve.":[26,246],"The":[27,124,228],"dynamical":[28],"valve":[33,169],"difficult":[35],"to":[36,39,151,194,213],"obtain":[37,162],"due":[38],"complexity":[41],"structure":[44,82],"interaction":[47],"multiple":[49],"physical":[50,222],"fields.":[51],"This":[52],"paper":[53],"proposes":[54],"two":[55,176],"kinds":[56],"valve:":[61],"grey":[62,85],"box":[63,67,86,143,165],"black":[66,142,164],"model,":[68,144],"on":[69,171,202],"basis":[71,155,204],"experimental":[73,99,181,207],"data.":[74,172],"ARX":[75],"selected":[78],"as":[79],"basic":[81],"model.":[87],"After":[88],"clustering":[89],"data":[91,100],"with":[92,137,188,230],"fuzzy":[94],"c-means":[95],"algorithm,":[96],"overall":[98,125],"divided":[102],"into":[103],"several":[104],"local":[105,114,135],"linear":[106,115],"sub-models,":[107],"coefficients":[111],"obtained":[118,131],"by":[119,132],"partial":[120],"least":[121],"square":[122],"regression.":[123],"expression":[126],"combining":[133],"sub-models":[136],"membership":[138],"degree.":[139],"For":[140,173],"support":[145],"vector":[146],"regression":[147],"algorithm":[148],"identify.":[152],"On":[153],"selecting":[157],"appropriate":[159],"parameters,":[160],"we":[161,178],"based":[170],"above":[175],"models,":[177],"carry":[179],"out":[180],"verification":[182],"error":[184],"analysis,":[185,223],"compare":[187],"traditional":[190],"modelling":[191],"method.":[192],"According":[193],"results,":[196],"it":[197],"can":[198],"be":[199,234],"seen":[200],"that":[201],"data,":[208],"using":[209],"data-driven":[211],"method":[212],"construct":[214],"has":[217,225],"many":[218],"advantages,":[219],"avoiding":[220],"complex":[221],"high":[226,231],"accuracy.":[227],"precision":[232],"will":[233],"observing":[241],"estimation":[242]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
