{"id":"https://openalex.org/W4404809656","doi":"https://doi.org/10.1109/access.2024.3508100","title":"Fault Diagnosis Method of Forging Press Based on Improved CNN","display_name":"Fault Diagnosis Method of Forging Press Based on Improved CNN","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404809656","doi":"https://doi.org/10.1109/access.2024.3508100"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3508100","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3508100","pdf_url":null,"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://doi.org/10.1109/access.2024.3508100","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087607336","display_name":"Chao Yuan","orcid":"https://orcid.org/0000-0003-3453-4353"},"institutions":[{"id":"https://openalex.org/I4210117825","display_name":"Beijing Research Institute of Mechanical and Electrical Technology","ror":"https://ror.org/02bjnsn63","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210117825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Yuan","raw_affiliation_strings":["Beijing Research Institute of Mechanical and Electrical Technology Ltd., Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3453-4353","affiliations":[{"raw_affiliation_string":"Beijing Research Institute of Mechanical and Electrical Technology Ltd., Beijing, China","institution_ids":["https://openalex.org/I4210117825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082574539","display_name":"Yunhan Ling","orcid":"https://orcid.org/0000-0002-7272-2024"},"institutions":[{"id":"https://openalex.org/I4210117825","display_name":"Beijing Research Institute of Mechanical and Electrical Technology","ror":"https://ror.org/02bjnsn63","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210117825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunhan Ling","raw_affiliation_strings":["Beijing Research Institute of Mechanical and Electrical Technology Ltd., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Research Institute of Mechanical and Electrical Technology Ltd., Beijing, China","institution_ids":["https://openalex.org/I4210117825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100721032","display_name":"Nan Zhang","orcid":"https://orcid.org/0000-0003-1318-4358"},"institutions":[{"id":"https://openalex.org/I4210117825","display_name":"Beijing Research Institute of Mechanical and Electrical Technology","ror":"https://ror.org/02bjnsn63","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210117825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Zhang","raw_affiliation_strings":["Beijing Research Institute of Mechanical and Electrical Technology Ltd., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Research Institute of Mechanical and Electrical Technology Ltd., Beijing, China","institution_ids":["https://openalex.org/I4210117825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066641691","display_name":"Yong Yang","orcid":"https://orcid.org/0000-0003-3306-1697"},"institutions":[{"id":"https://openalex.org/I4210117825","display_name":"Beijing Research Institute of Mechanical and Electrical Technology","ror":"https://ror.org/02bjnsn63","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210117825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Yang","raw_affiliation_strings":["Beijing Research Institute of Mechanical and Electrical Technology Ltd., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Research Institute of Mechanical and Electrical Technology Ltd., Beijing, China","institution_ids":["https://openalex.org/I4210117825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050042918","display_name":"Lidong Pan","orcid":"https://orcid.org/0000-0002-1476-9131"},"institutions":[{"id":"https://openalex.org/I4210117825","display_name":"Beijing Research Institute of Mechanical and Electrical Technology","ror":"https://ror.org/02bjnsn63","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210117825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lidong Pan","raw_affiliation_strings":["Beijing Research Institute of Mechanical and Electrical Technology Ltd., Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1476-9131","affiliations":[{"raw_affiliation_string":"Beijing Research Institute of Mechanical and Electrical Technology Ltd., Beijing, China","institution_ids":["https://openalex.org/I4210117825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048916368","display_name":"Chong Han","orcid":"https://orcid.org/0000-0002-9638-4736"},"institutions":[{"id":"https://openalex.org/I4210117825","display_name":"Beijing Research Institute of Mechanical and Electrical Technology","ror":"https://ror.org/02bjnsn63","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210117825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Han","raw_affiliation_strings":["Beijing Research Institute of Mechanical and Electrical Technology Ltd., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Research Institute of Mechanical and Electrical Technology Ltd., Beijing, China","institution_ids":["https://openalex.org/I4210117825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091570794","display_name":"Y Cao","orcid":"https://orcid.org/0009-0006-7159-1591"},"institutions":[{"id":"https://openalex.org/I4210117825","display_name":"Beijing Research Institute of Mechanical and Electrical Technology","ror":"https://ror.org/02bjnsn63","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210117825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yeyingnan Cao","raw_affiliation_strings":["Beijing Research Institute of Mechanical and Electrical Technology Ltd., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Research Institute of Mechanical and Electrical Technology Ltd., Beijing, China","institution_ids":["https://openalex.org/I4210117825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397026","display_name":"Hao Zhang","orcid":"https://orcid.org/0000-0003-1991-119X"},"institutions":[{"id":"https://openalex.org/I4210117825","display_name":"Beijing Research Institute of Mechanical and Electrical Technology","ror":"https://ror.org/02bjnsn63","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210117825"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["Beijing Research Institute of Mechanical and Electrical Technology Ltd., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Research Institute of Mechanical and Electrical Technology Ltd., Beijing, China","institution_ids":["https://openalex.org/I4210117825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063500226","display_name":"Peng Nie","orcid":"https://orcid.org/0000-0002-5359-4004"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Nie","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102235086","display_name":"Hui Ma","orcid":"https://orcid.org/0009-0001-0269-1058"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Ma","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0001-0269-1058","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":0.8626,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69904381,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"181925","last_page":"181936"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9941999912261963,"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/T10188","display_name":"Advanced machining processes and optimization","score":0.9941999912261963,"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/T11201","display_name":"Metallurgy and Material Forming","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T11301","display_name":"Advanced Surface Polishing Techniques","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/forging","display_name":"Forging","score":0.8536943197250366},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6320918798446655},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.48704031109809875},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3956592381000519},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17224320769309998},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.08342808485031128},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07667389512062073}],"concepts":[{"id":"https://openalex.org/C96494537","wikidata":"https://www.wikidata.org/wiki/Q193057","display_name":"Forging","level":2,"score":0.8536943197250366},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6320918798446655},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.48704031109809875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3956592381000519},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17224320769309998},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.08342808485031128},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07667389512062073},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3508100","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3508100","pdf_url":null,"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:bceee26b5b3840bd937639a9695946bc","is_oa":true,"landing_page_url":"https://doaj.org/article/bceee26b5b3840bd937639a9695946bc","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 12, Pp 181925-181936 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3508100","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3508100","pdf_url":null,"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":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G3819384738","display_name":null,"funder_award_id":"2022YFB3706904","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5649212941","display_name":null,"funder_award_id":"2022A1515240010","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2004756103","https://openalex.org/W2007178835","https://openalex.org/W2067841534","https://openalex.org/W2072857564","https://openalex.org/W2075818274","https://openalex.org/W2137421215","https://openalex.org/W2187089797","https://openalex.org/W2283626220","https://openalex.org/W2313421062","https://openalex.org/W2886638703","https://openalex.org/W2910025884","https://openalex.org/W3005815918","https://openalex.org/W3040178959","https://openalex.org/W3216371270","https://openalex.org/W4200478251","https://openalex.org/W4224922524","https://openalex.org/W4249625715","https://openalex.org/W4310211219","https://openalex.org/W4310987110","https://openalex.org/W4312137462","https://openalex.org/W4315866203","https://openalex.org/W4320015932","https://openalex.org/W4361215155","https://openalex.org/W4385245566","https://openalex.org/W4386419341","https://openalex.org/W4388814208","https://openalex.org/W4389043864","https://openalex.org/W4389296069","https://openalex.org/W4391479939","https://openalex.org/W4391496268","https://openalex.org/W4391589397","https://openalex.org/W4393972826"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2186702600","https://openalex.org/W2899215201","https://openalex.org/W2367075311","https://openalex.org/W2089264062","https://openalex.org/W2391032819","https://openalex.org/W2370003292","https://openalex.org/W2991861161"],"abstract_inverted_index":{"The":[0,107],"forging":[1,46,105,119,142],"press":[2,120,143],"plays":[3],"a":[4,51],"crucial":[5],"and":[6,15,19,26,62,78,94,130,162],"indispensable":[7],"role":[8],"in":[9,141,149],"industries":[10],"such":[11],"as":[12,121],"metallurgy,":[13],"automotive,":[14],"aerospace.":[16],"Its":[17],"stable":[18],"efficient":[20,42],"operation":[21],"directly":[22],"impacts":[23],"the":[24,30,104,117],"productivity":[25],"product":[27],"quality":[28],"of":[29,103,138],"entire":[31],"production":[32],"line.":[33],"Therefore,":[34],"it":[35],"is":[36,68,71,132],"particularly":[37],"important":[38],"to":[39],"carry":[40],"out":[41],"fault":[43,144,150],"diagnosis":[44,145],"for":[45,134],"presses.":[47],"In":[48],"this":[49,139],"paper,":[50],"method":[52,82],"combining":[53],"Convolutional":[54],"Neural":[55],"Network":[56],"(CNN),":[57],"Principal":[58],"Component":[59],"Analysis":[60],"(PCA)":[61],"Transmission":[63],"Support":[64],"Vector":[65],"Machine":[66],"(TSVM)":[67],"proposed,":[69],"which":[70],"called":[72],"Multi-modal":[73],"Attention-based":[74],"CNN":[75],"with":[76,167],"PCA":[77,92,131],"TSVM":[79],"(MACNN-PTSVM).":[80],"This":[81],"effectively":[83],"integrates":[84],"multi-sensor":[85],"information":[86],"fusion":[87],"technology,":[88],"attention":[89],"mechanism,":[90],"CNN,":[91,129],"technology":[93,157],"TSVM,":[95],"fully":[96],"utilizing":[97],"data":[98,115],"collected":[99],"from":[100,116],"various":[101],"sensors":[102],"press.":[106],"constructed":[108],"network":[109],"model":[110,140],"takes":[111],"smooth":[112],"monitoring":[113],"signal":[114],"die":[118],"input":[122],"samples.":[123],"Fault":[124],"features":[125],"are":[126],"extracted":[127],"through":[128],"utilized":[133],"feature":[135],"fusion.":[136],"Applications":[137],"demonstrate":[146],"significant":[147],"advantages":[148],"classification":[151],"performance.":[152],"Specifically,":[153],"its":[154],"semi-supervised":[155],"learning":[156],"exhibits":[158],"higher":[159],"generalization":[160],"ability":[161],"diagnostic":[163],"accuracy":[164],"when":[165],"dealing":[166],"unlabeled":[168],"data.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
