{"id":"https://openalex.org/W4285273887","doi":"https://doi.org/10.1109/access.2022.3178692","title":"A Condition Monitoring Strategy of Looms Based on DSmT Theory and Genetic Multiobjective Optimization Improves the Rough Set Method","display_name":"A Condition Monitoring Strategy of Looms Based on DSmT Theory and Genetic Multiobjective Optimization Improves the Rough Set Method","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285273887","doi":"https://doi.org/10.1109/access.2022.3178692"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3178692","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3178692","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09784834.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09784834.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090289746","display_name":"Weiling Liu","orcid":"https://orcid.org/0000-0002-7714-821X"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiling Liu","raw_affiliation_strings":["School of Mechanical Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-7714-821X","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077649534","display_name":"Ping Liu","orcid":"https://orcid.org/0000-0002-6107-261X"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Liu","raw_affiliation_strings":["School of Mechanical Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-6107-261X","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015557819","display_name":"Xiaoliang Wang","orcid":"https://orcid.org/0000-0002-3688-4851"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoliang Wang","raw_affiliation_strings":["School of Mechanical Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-3688-4851","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051679661","display_name":"Zhaozong Meng","orcid":"https://orcid.org/0000-0002-8159-7173"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaozong Meng","raw_affiliation_strings":["School of Mechanical Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007828280","display_name":"Yunfeng Jiang","orcid":"https://orcid.org/0000-0002-9258-7819"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfeng Jiang","raw_affiliation_strings":["School of Mechanical Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-9258-7819","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078883262","display_name":"Yanjun Xiao","orcid":"https://orcid.org/0000-0003-3299-9069"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanjun Xiao","raw_affiliation_strings":["School of Mechanical Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.7606,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74169769,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"10","issue":null,"first_page":"59723","last_page":"59736"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9789999723434448,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T14262","display_name":"Extenics and Innovation Methods","score":0.9221000075340271,"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/rough-set","display_name":"Rough set","score":0.8621102571487427},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7034845948219299},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6264513731002808},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5613486766815186},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5146178007125854},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5048943161964417},{"id":"https://openalex.org/keywords/weaving","display_name":"Weaving","score":0.4275939464569092},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4159797430038452},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38806283473968506},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2895190119743347},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17237713932991028},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08774140477180481}],"concepts":[{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.8621102571487427},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7034845948219299},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6264513731002808},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5613486766815186},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5146178007125854},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5048943161964417},{"id":"https://openalex.org/C54525549","wikidata":"https://www.wikidata.org/wiki/Q2553445","display_name":"Weaving","level":2,"score":0.4275939464569092},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4159797430038452},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38806283473968506},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2895190119743347},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17237713932991028},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08774140477180481},{"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3178692","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3178692","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09784834.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3e6268a74ce8483687d9b827060da456","is_oa":true,"landing_page_url":"https://doaj.org/article/3e6268a74ce8483687d9b827060da456","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 59723-59736 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3178692","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3178692","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09784834.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285273887.pdf","grobid_xml":"https://content.openalex.org/works/W4285273887.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W16075537","https://openalex.org/W1965881469","https://openalex.org/W1981522088","https://openalex.org/W2127512321","https://openalex.org/W2555933387","https://openalex.org/W2610771182","https://openalex.org/W2974733188","https://openalex.org/W3006238629","https://openalex.org/W3046012967","https://openalex.org/W3091105196","https://openalex.org/W3101245099","https://openalex.org/W3134939203","https://openalex.org/W4210802150","https://openalex.org/W4213046848","https://openalex.org/W4213175706"],"related_works":["https://openalex.org/W2494003611","https://openalex.org/W2369031945","https://openalex.org/W2885094885","https://openalex.org/W1985015628","https://openalex.org/W2204496524","https://openalex.org/W2388587252","https://openalex.org/W2362963332","https://openalex.org/W1585083011","https://openalex.org/W1543345676","https://openalex.org/W2767026288"],"abstract_inverted_index":{"In":[0,106],"order":[1,107],"to":[2,20,86,108],"improve":[3,87,101],"the":[4,33,42,50,69,88,96,102,110,122,139,148,168],"effect":[5],"of":[6,12,32,41,54,90,95,128,141],"intelligent":[7],"monitoring":[8,23,36,55,103],"and":[9,30,49,52,100,156,164],"condition":[10,176],"analysis":[11],"textile":[13],"machinery,":[14],"some":[15],"solutions":[16],"have":[17,117],"been":[18],"proposed":[19,66,85],"mitigate":[21],"incomplete":[22],"positions,":[24],"insufficient":[25],"decision":[26,142],"accuracy,":[27],"uncertainty":[28,133],"reasoning":[29],"generalization":[31],"current":[34],"loom":[35,71],"system.":[37],"Firstly,":[38],"a":[39,81,126],"model":[40],"weaving":[43,174],"machine":[44,175],"spindle":[45],"dynamics":[46],"was":[47],"constructed,":[48],"types":[51],"sources":[53],"data":[56],"were":[57],"specified.":[58],"Secondly,":[59],"an":[60],"improved":[61,149],"rough":[62,97,150,170],"set":[63,98,151,171],"method":[64,78,99,152,172],"is":[65,84,135],"for":[67,132,173],"processing":[68],"collected":[70],"attribute":[72],"data.":[73],"A":[74],"genetic":[75,82,157],"multi-objective":[76,158],"optimization":[77,159],"combined":[79],"with":[80],"algorithm":[83],"problem":[89,111],"too":[91],"many":[92],"reduction":[93],"results":[94],"system’s":[104],"reliability.":[105],"solve":[109],"that":[112,147],"new":[113],"objects":[114],"do":[115],"not":[116],"unique":[118],"matching":[119],"rules":[120],"in":[121],"constructed":[123],"rule":[124],"base,":[125],"fusion":[127],"Dezert-Smarandache":[129],"Theory":[130],"(DSmT)":[131],"inference":[134],"proposed,":[136],"which":[137],"increases":[138],"distinguishability":[140],"support":[143],"probabilities.":[144],"Experiments":[145],"show":[146],"based":[153],"on":[154],"DSmT":[155],"has":[160],"higher":[161],"classification":[162],"accuracy":[163],"better":[165],"recognition":[166],"than":[167],"traditional":[169],"monitoring.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}