{"id":"https://openalex.org/W3137033450","doi":"https://doi.org/10.1109/access.2021.3068417","title":"An Intelligent Optimization-Based Particle Filter for Fault Diagnosis","display_name":"An Intelligent Optimization-Based Particle Filter for Fault Diagnosis","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3137033450","doi":"https://doi.org/10.1109/access.2021.3068417","mag":"3137033450"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3068417","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3068417","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09385075.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/ielx7/6287639/9312710/09385075.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049683395","display_name":"Zheng Cao","orcid":"https://orcid.org/0000-0002-1849-1720"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Cao","raw_affiliation_strings":["College of Electrical and Information Engineering, Lanzhou University of Technology, Lanzhou, China","Key Laboratory of Gansu Advanced Control for Industrial Processes, Lanzhou University of Technology, Lanzhou, China","National Demonstration Center for Experimental Electrical and Control Engineering Education, Lanzhou University of Technology, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"Key Laboratory of Gansu Advanced Control for Industrial Processes, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"National Demonstration Center for Experimental Electrical and Control Engineering Education, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010665898","display_name":"Xianjun Du","orcid":"https://orcid.org/0000-0002-8137-0286"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianjun Du","raw_affiliation_strings":["College of Electrical and Information Engineering, Lanzhou University of Technology, Lanzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8137-0286","affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I22716506"],"apc_list":{"value":2075,"currency":"USD","value_usd":2075},"apc_paid":{"value":2075,"currency":"USD","value_usd":2075},"fwci":0.9812,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.71126477,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"9","issue":null,"first_page":"87839","last_page":"87848"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11220","display_name":"Water Systems and Optimization","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10876","display_name":"Fault Detection and Control Systems","score":0.9984999895095825,"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":0.9961000084877014,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7616366147994995},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6840333938598633},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6496446132659912},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5906120538711548},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5881602764129639},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5209261775016785},{"id":"https://openalex.org/keywords/particle-filter","display_name":"Particle filter","score":0.4554171562194824},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39612454175949097},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20387572050094604}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7616366147994995},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6840333938598633},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6496446132659912},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5906120538711548},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5881602764129639},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5209261775016785},{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.4554171562194824},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39612454175949097},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20387572050094604},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2021.3068417","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3068417","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09385075.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:ir.lzu.edu.cn/:262010/468167","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/468167","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u671f\u520a\u8bba\u6587"},{"id":"pmh:oai:doaj.org/article:b1159200883945809cb42f600e2222d2","is_oa":true,"landing_page_url":"https://doaj.org/article/b1159200883945809cb42f600e2222d2","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 9, Pp 87839-87848 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3068417","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3068417","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09385075.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":[{"id":"https://metadata.un.org/sdg/6","score":0.8600000143051147,"display_name":"Clean water and sanitation"}],"awards":[{"id":"https://openalex.org/G1336409619","display_name":null,"funder_award_id":"1506RJZA104","funder_id":"https://openalex.org/F4320322880","funder_display_name":"Natural Science Foundation of Gansu Province"},{"id":"https://openalex.org/G138095486","display_name":"\u52a8\u6001\u884c\u4e3a-\u7ecf\u6d4e\u56e0\u7d20\u4ea4\u4e92\u4f5c\u7528\u4e0b\u53d1\u7535\u5382\u5185\u57fa\u4e8eMEA\u7684\u71c3\u70e7\u540eCO2\u6355\u83b7\u88c5\u7f6e\u7ecf\u6d4e\u80fd\u6548\u52a8\u6001\u4f18\u5316\u63a7\u5236\u7b56\u7565\u7814\u7a76","funder_award_id":"61963025","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2068338220","display_name":null,"funder_award_id":"2015B-030","funder_id":"https://openalex.org/F4320328887","funder_display_name":"University Project of Gansu Province"},{"id":"https://openalex.org/G3288447032","display_name":"\u591a\u5c3a\u5ea6\u52a8\u6001\u884c\u4e3a-\u7f51\u7edc\u5316\u4ea4\u4e92\u4f5c\u7528\u4e0b\u591a\u901f\u7387\u91c7\u6837\u5206\u5e03\u5f0f\u9884\u6d4b\u63a7\u5236\u7b56\u7565\u7814\u7a76","funder_award_id":"61563032","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G424030089","display_name":null,"funder_award_id":"61763028","funder_id":"https://openalex.org/F4320322880","funder_display_name":"Natural Science Foundation of Gansu Province"},{"id":"https://openalex.org/G7378411976","display_name":"\u98ce\u7535\u673a\u7ec4\u53d8\u6868\u8ddd\u7cfb\u7edf\u4e2d\u57fa\u4e8e\u5e76\u884c\u975e\u7ebf\u6027\u6ee4\u6ce2\u7684\u6545\u969c\u8bca\u65ad\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61763028","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/F4320322880","display_name":"Natural Science Foundation of Gansu Province","ror":null},{"id":"https://openalex.org/F4320328887","display_name":"University Project of Gansu Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3137033450.pdf","grobid_xml":"https://content.openalex.org/works/W3137033450.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1780900385","https://openalex.org/W1979604149","https://openalex.org/W2015306524","https://openalex.org/W2039183560","https://openalex.org/W2040861280","https://openalex.org/W2062658440","https://openalex.org/W2081829568","https://openalex.org/W2098613108","https://openalex.org/W2101401941","https://openalex.org/W2126736494","https://openalex.org/W2134825574","https://openalex.org/W2160337655","https://openalex.org/W2313209933","https://openalex.org/W2349768103","https://openalex.org/W2355185693","https://openalex.org/W2362725678","https://openalex.org/W2362755754","https://openalex.org/W2469608151","https://openalex.org/W2490431186","https://openalex.org/W2547550478","https://openalex.org/W2598983896","https://openalex.org/W2623608344","https://openalex.org/W2770385712","https://openalex.org/W2799162308","https://openalex.org/W2884113300","https://openalex.org/W2887767982","https://openalex.org/W2964247400","https://openalex.org/W2964278538","https://openalex.org/W3112735041","https://openalex.org/W6753689335","https://openalex.org/W7038138994","https://openalex.org/W7042376188"],"related_works":["https://openalex.org/W2015530857","https://openalex.org/W1991846142","https://openalex.org/W2556064263","https://openalex.org/W1583020711","https://openalex.org/W1521151968","https://openalex.org/W2128655648","https://openalex.org/W2900672867","https://openalex.org/W1690802106","https://openalex.org/W2033368883","https://openalex.org/W1589286931"],"abstract_inverted_index":{"It":[0],"is":[1,38,58,68,88,111],"very":[2],"important":[3],"to":[4,13,60,70,75],"implement":[5],"the":[6,15,53,71,77,84,92,108,120,125,129],"fault":[7,49,85,101,126],"diagnosis":[8,50,86],"technology":[9],"in":[10,42,132,138],"industrial":[11],"processes":[12],"make":[14],"process":[16],"more":[17],"reliable.":[18],"In":[19],"this":[20,133],"paper,":[21],"an":[22],"improved":[23,59],"particle":[24,78],"filter":[25],"(PF)":[26],"method":[27,110,130],"based":[28,141],"on":[29],"a":[30,43],"modified":[31],"beetle":[32],"swarm":[33],"antennae":[34],"search":[35,54,64],"(BSAS)":[36],"algorithm":[37,74,87],"proposed":[39,109,131],"and":[40,80,103,113,115],"verified":[41,89],"doubly":[44],"fed":[45],"induction":[46],"generator":[47],"(DFIG)":[48],"application.":[51],"Firstly,":[52],"strategy":[55],"of":[56,100,122],"BSAS":[57],"ensure":[61],"its":[62],"global":[63],"ability.":[65],"Secondly,":[66],"it":[67,116],"introduced":[69],"traditional":[72],"PF":[73],"improve":[76],"diversity":[79],"impoverishment":[81],"drawbacks.":[82],"Finally,":[83],"by":[90],"combining":[91],"DFIG":[93],"state":[94],"space":[95],"model.":[96],"The":[97],"simulation":[98],"experimental":[99],"detection":[102],"isolation":[104],"results":[105],"show":[106],"that":[107],"simple":[112],"effective,":[114],"can":[117],"effectively":[118],"monitor":[119],"occurrence":[121],"faults.":[123],"For":[124],"diagnostic":[127],"application,":[128],"paper":[134],"could":[135],"be":[136],"implemented":[137],"other":[139],"model":[140],"processes,":[142],"including":[143],"chemical":[144],"process,":[145,149],"biochemical":[146],"wastewater":[147],"treatment":[148],"etc.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}