{"id":"https://openalex.org/W4379116962","doi":"https://doi.org/10.1109/tcsi.2023.3279948","title":"Neural Network Adaptive Control of Magnetic Shape Memory Alloy Actuator With Time Delay Based on Composite NARMAX Model","display_name":"Neural Network Adaptive Control of Magnetic Shape Memory Alloy Actuator With Time Delay Based on Composite NARMAX Model","publication_year":2023,"publication_date":"2023-06-02","ids":{"openalex":"https://openalex.org/W4379116962","doi":"https://doi.org/10.1109/tcsi.2023.3279948"},"language":"en","primary_location":{"id":"doi:10.1109/tcsi.2023.3279948","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsi.2023.3279948","pdf_url":null,"source":{"id":"https://openalex.org/S116977442","display_name":"IEEE Transactions on Circuits and Systems I Regular Papers","issn_l":"1549-8328","issn":["1549-8328","1558-0806"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems I: Regular Papers","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/A5019953612","display_name":"Yewei Yu","orcid":"https://orcid.org/0000-0003-4223-828X"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yewei Yu","raw_affiliation_strings":["College of Communication Engineering, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026370083","display_name":"Chen Zhang","orcid":"https://orcid.org/0000-0002-2420-3027"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Zhang","raw_affiliation_strings":["College of Communication Engineering, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033953325","display_name":"En Wang","orcid":"https://orcid.org/0000-0001-6112-2923"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"En Wang","raw_affiliation_strings":["College of Computer Sciences and Technology, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Sciences and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025470755","display_name":"Miaolei Zhou","orcid":"https://orcid.org/0000-0003-1664-1024"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Miaolei Zhou","raw_affiliation_strings":["College of Communication Engineering, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019953612"],"corresponding_institution_ids":["https://openalex.org/I194450716"],"apc_list":null,"apc_paid":null,"fwci":1.7202,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.83496602,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"70","issue":"8","first_page":"3336","last_page":"3346"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10865","display_name":"Shape Memory Alloy Transformations","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"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/T10865","display_name":"Shape Memory Alloy Transformations","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"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/T11525","display_name":"Piezoelectric Actuators and Control","score":0.9983999729156494,"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/T11749","display_name":"Iterative Learning Control Systems","score":0.9850000143051147,"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/control-theory","display_name":"Control theory (sociology)","score":0.8146020174026489},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.7180349826812744},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.554885745048523},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5523229837417603},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.5494415760040283},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.45378538966178894},{"id":"https://openalex.org/keywords/adaptive-control","display_name":"Adaptive control","score":0.4296590983867645},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4244040846824646},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.42417508363723755},{"id":"https://openalex.org/keywords/tracking-error","display_name":"Tracking error","score":0.4234468638896942},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2932102084159851},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.11542987823486328},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09007826447486877}],"concepts":[{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.8146020174026489},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.7180349826812744},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.554885745048523},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5523229837417603},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5494415760040283},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.45378538966178894},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.4296590983867645},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4244040846824646},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.42417508363723755},{"id":"https://openalex.org/C183356978","wikidata":"https://www.wikidata.org/wiki/Q1779213","display_name":"Tracking error","level":3,"score":0.4234468638896942},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2932102084159851},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.11542987823486328},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09007826447486877},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsi.2023.3279948","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsi.2023.3279948","pdf_url":null,"source":{"id":"https://openalex.org/S116977442","display_name":"IEEE Transactions on Circuits and Systems I Regular Papers","issn_l":"1549-8328","issn":["1549-8328","1558-0806"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems I: Regular Papers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G2783995197","display_name":null,"funder_award_id":"CSTB2022NSCQ-MSX0297","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G3721615921","display_name":null,"funder_award_id":"51875237","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1487127700","https://openalex.org/W1615342255","https://openalex.org/W1672773973","https://openalex.org/W1819599947","https://openalex.org/W1966106940","https://openalex.org/W1971040666","https://openalex.org/W1978982452","https://openalex.org/W2039683272","https://openalex.org/W2047357456","https://openalex.org/W2051043715","https://openalex.org/W2057852635","https://openalex.org/W2061848255","https://openalex.org/W2084595218","https://openalex.org/W2111989987","https://openalex.org/W2120609681","https://openalex.org/W2124094083","https://openalex.org/W2142105618","https://openalex.org/W2162061008","https://openalex.org/W2203527636","https://openalex.org/W2314005431","https://openalex.org/W2399059528","https://openalex.org/W2618425057","https://openalex.org/W2791851228","https://openalex.org/W2896044051","https://openalex.org/W2908662393","https://openalex.org/W2960199802","https://openalex.org/W2971839779","https://openalex.org/W2991478828","https://openalex.org/W3015725301","https://openalex.org/W3016925477","https://openalex.org/W3023458519","https://openalex.org/W3080874857","https://openalex.org/W3086019353","https://openalex.org/W3109306673","https://openalex.org/W3135919601","https://openalex.org/W3137685148","https://openalex.org/W3157904162","https://openalex.org/W3165569436","https://openalex.org/W3199589790","https://openalex.org/W4213151793","https://openalex.org/W4282936720","https://openalex.org/W4288693063","https://openalex.org/W4292872153","https://openalex.org/W4309562171","https://openalex.org/W4312759859","https://openalex.org/W4312809224","https://openalex.org/W4318766052"],"related_works":["https://openalex.org/W2490690736","https://openalex.org/W2099333796","https://openalex.org/W1999058329","https://openalex.org/W1991810297","https://openalex.org/W2032253950","https://openalex.org/W1819950161","https://openalex.org/W4382936077","https://openalex.org/W1545539801","https://openalex.org/W4280596088","https://openalex.org/W1966075561"],"abstract_inverted_index":{"Magnetic":[0],"shape":[1],"memory":[2],"alloy":[3],"(MSMA)":[4],"based":[5],"actuator":[6,36,56],"plays":[7],"an":[8,59],"important":[9],"role":[10],"in":[11,37,53],"the":[12,24,31,38,54,77,91,95,101,107,112,116,122,127,131,136,147,150,159,164,171,186,189],"field":[13,39],"of":[14,27,34,40,103,115,130,149,163,188],"micro":[15],"and":[16,94,157,192],"nano-fabrication":[17],"due":[18],"to":[19,64,89,110,134,145,176,184],"its":[20],"large":[21],"stroke.":[22],"However,":[23],"inherent":[25],"hysteresis":[26,52],"MSMA":[28],"seriously":[29],"affects":[30],"application":[32],"prospects":[33],"MSMA-based":[35,55,92,117,137,165],"precision":[41],"positioning.":[42],"In":[43],"this":[44],"study,":[45],"a":[46,65,80,140],"composite":[47,123],"model":[48,63,125],"is":[49,86,143,174],"proposed":[50,78,190],"for":[51,154],"by":[57],"coupling":[58],"improved":[60],"fractional-order":[61],"Bouc-Wen":[62],"nonlinear":[66,132],"auto-regressive":[67],"moving":[68],"average":[69],"with":[70,126],"exogenous":[71],"inputs":[72],"(NARMAX)":[73],"model.":[74],"Based":[75],"on":[76,106],"model,":[79],"neural":[81],"network":[82],"adaptive":[83],"control":[84,90,141,193],"method":[85],"then":[87],"used":[88],"actuator,":[93],"controller":[96,155],"design":[97,156],"takes":[98],"into":[99],"account":[100],"effect":[102],"time":[104,152],"delay":[105,153],"system":[108,133],"performance":[109],"improve":[111],"positioning":[113,161],"accuracy":[114,162],"actuator.":[118,138,166],"First,":[119],"we":[120],"fuse":[121],"NARMAX":[124],"canonical":[128],"form":[129],"describe":[135],"Then,":[139],"strategy":[142],"developed":[144],"address":[146],"impact":[148],"unknown":[151],"achieve":[158],"satisfactory":[160],"By":[167],"using":[168],"Lyapunov":[169],"theory,":[170],"tracking":[172],"error":[173],"proven":[175],"be":[177],"asymptotic":[178],"convergence.":[179],"Experimental":[180],"studies":[181],"are":[182],"provided":[183],"validate":[185],"effectiveness":[187],"modeling":[191],"schemes.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
