{"id":"https://openalex.org/W4411408455","doi":"https://doi.org/10.1109/tie.2025.3572979","title":"Development of a Modular Broad Learning System Model for Dynamic Hysteresis Effects","display_name":"Development of a Modular Broad Learning System Model for Dynamic Hysteresis Effects","publication_year":2025,"publication_date":"2025-06-18","ids":{"openalex":"https://openalex.org/W4411408455","doi":"https://doi.org/10.1109/tie.2025.3572979"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2025.3572979","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2025.3572979","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Industrial Electronics","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/A5002269319","display_name":"Hongzhi Xu","orcid":"https://orcid.org/0000-0002-3858-1694"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongzhi Xu","raw_affiliation_strings":["State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-3858-1694","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Guoqiang Chen","orcid":"https://orcid.org/0009-0001-6140-9884"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoqiang Chen","raw_affiliation_strings":["State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0009-0001-6140-9884","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101476166","display_name":"Ying Zhang","orcid":"https://orcid.org/0000-0002-7560-9764"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Zhang","raw_affiliation_strings":["School of Mechanical Engineering and Automation, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-7560-9764","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101648180","display_name":"Xiuyu Zhang","orcid":"https://orcid.org/0000-0003-4848-9004"},"institutions":[{"id":"https://openalex.org/I179060312","display_name":"Northeast Electric Power University","ror":"https://ror.org/00zqaxa34","country_code":"CN","type":"education","lineage":["https://openalex.org/I179060312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuyu Zhang","raw_affiliation_strings":["School of Automation Engineering, Northeast Electric Power University, Jilin, China"],"raw_orcid":"https://orcid.org/0000-0003-4848-9004","affiliations":[{"raw_affiliation_string":"School of Automation Engineering, Northeast Electric Power University, Jilin, China","institution_ids":["https://openalex.org/I179060312"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100715584","display_name":"Zhi Li","orcid":"https://orcid.org/0000-0001-9057-9623"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Li","raw_affiliation_strings":["State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0001-9057-9623","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.396,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.84245377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"72","issue":"12","first_page":"13972","last_page":"13980"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9068999886512756,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9068999886512756,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hysteresis","display_name":"Hysteresis","score":0.6876316070556641},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.6631821393966675},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.523722231388092},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.42304831743240356},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28398749232292175},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.18164679408073425}],"concepts":[{"id":"https://openalex.org/C123299182","wikidata":"https://www.wikidata.org/wiki/Q190837","display_name":"Hysteresis","level":2,"score":0.6876316070556641},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.6631821393966675},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.523722231388092},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.42304831743240356},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28398749232292175},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.18164679408073425},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2025.3572979","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2025.3572979","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Industrial Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2248064640","display_name":null,"funder_award_id":"62373092","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2379173535","display_name":null,"funder_award_id":"N2403020","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5874578687","display_name":null,"funder_award_id":"62173077","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/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1976482078","https://openalex.org/W1987791581","https://openalex.org/W2082512543","https://openalex.org/W2136170256","https://openalex.org/W2738226240","https://openalex.org/W2793988539","https://openalex.org/W2890706287","https://openalex.org/W3091380529","https://openalex.org/W3094653390","https://openalex.org/W3118457064","https://openalex.org/W3134565036","https://openalex.org/W3135919601","https://openalex.org/W3138794164","https://openalex.org/W3166914212","https://openalex.org/W4210383406","https://openalex.org/W4226342812","https://openalex.org/W4285232008","https://openalex.org/W4285245702","https://openalex.org/W4313590936","https://openalex.org/W4360826976","https://openalex.org/W4372201903","https://openalex.org/W4379116962","https://openalex.org/W4383599141","https://openalex.org/W4386232647","https://openalex.org/W4387319266","https://openalex.org/W4404410792"],"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/W2097995569"],"abstract_inverted_index":{"The":[0,84,97,112],"Hammerstein":[1],"model,":[2,54],"comprising":[3],"a":[4,11,42,88,131],"nonlinear":[5],"static":[6,89,98,109,125],"subsystem":[7],"in":[8,30,60],"series":[9],"with":[10],"linear":[12],"dynamic":[13,21,75,94,113],"subsystem,":[14],"is":[15,49],"widely":[16],"employed":[17],"to":[18,62,81,106,123,137],"characterize":[19],"various":[20],"hysteresis":[22,56,76,90,95,99,104,110,114],"effects.":[23],"However,":[24],"its":[25],"serial":[26],"structure":[27],"poses":[28],"challenges":[29],"simultaneously":[31],"identifying":[32],"the":[33,52,63,69,108,124,139,142],"parameters":[34],"of":[35,72,141],"both":[36],"subsystems.":[37],"To":[38],"address":[39],"this":[40],"limitation,":[41],"modular":[43],"broad":[44],"learning":[45],"system":[46,136],"(MBLS)":[47],"model":[48,86,105],"proposed.":[50],"In":[51],"MBLS":[53,85,144],"different":[55],"modules":[57,115],"are":[58,116,128],"interconnected":[59],"parallel":[61],"output":[64],"layer.":[65],"This":[66],"design":[67],"divides":[68],"complex":[70],"task":[71],"modeling":[73],"comprehensive":[74],"effects":[77],"into":[78],"subtasks":[79],"assigned":[80],"individual":[82],"modules.":[83,96],"comprises":[87],"module":[91,100,121],"and":[92],"several":[93],"employs":[101],"an":[102],"operator-based":[103],"delineate":[107],"phenomenon.":[111],"subsequently":[117],"incorporated":[118],"by":[119],"adding":[120],"increments":[122],"foundation.":[126],"Experiments":[127],"conducted":[129],"on":[130],"dielectric":[132],"elastomer":[133],"actuator":[134],"(DEA)":[135],"validate":[138],"effectiveness":[140],"proposed":[143],"model.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-06T23:10:59.065948","created_date":"2025-10-10T00:00:00"}