{"id":"https://openalex.org/W4408792414","doi":"https://doi.org/10.1109/access.2025.3553845","title":"Safety Monitoring System of Stamping Presses Based on YOLOv8n Model","display_name":"Safety Monitoring System of Stamping Presses Based on YOLOv8n Model","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408792414","doi":"https://doi.org/10.1109/access.2025.3553845"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3553845","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3553845","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":null,"license_id":null,"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.2025.3553845","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116775913","display_name":"Tsoi-Na Fung","orcid":null},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Tsoi-Na Fung","raw_affiliation_strings":["Department of Information and Communication Engineering, Chaoyang University of Technology, Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Chaoyang University of Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I126145234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116775914","display_name":"Yao-Hsuan Ku","orcid":null},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yao-Hsuan Ku","raw_affiliation_strings":["Department of Information and Communication Engineering, Chaoyang University of Technology, Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Chaoyang University of Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I126145234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116775915","display_name":"Yu-Wei Chou","orcid":null},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Wei Chou","raw_affiliation_strings":["Department of Information and Communication Engineering, Chaoyang University of Technology, Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Chaoyang University of Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I126145234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116775916","display_name":"He-Shiang Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"He-Shiang Yu","raw_affiliation_strings":["Department of Information and Communication Engineering, Chaoyang University of Technology, Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Chaoyang University of Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I126145234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000277158","display_name":"Jin\u2010Fa Lin","orcid":"https://orcid.org/0000-0001-6240-6055"},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jin-Fa Lin","raw_affiliation_strings":["Department of Information and Communication Engineering, Chaoyang University of Technology, Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Chaoyang University of Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I126145234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5116775913"],"corresponding_institution_ids":["https://openalex.org/I126145234"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":5.1058,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93605035,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"53660","last_page":"53672"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13444","display_name":"Medical Research and Treatments","score":0.1525000035762787,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T13444","display_name":"Medical Research and Treatments","score":0.1525000035762787,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12705","display_name":"Educational Reforms and Innovations","score":0.13420000672340393,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stamping","display_name":"Stamping","score":0.6279218196868896},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5825430154800415},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23872673511505127},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.15453529357910156}],"concepts":[{"id":"https://openalex.org/C144444463","wikidata":"https://www.wikidata.org/wiki/Q9363879","display_name":"Stamping","level":2,"score":0.6279218196868896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5825430154800415},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23872673511505127},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.15453529357910156}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3553845","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3553845","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2ff04e440e5c4187b42cbd4de34c38a1","is_oa":true,"landing_page_url":"https://doaj.org/article/2ff04e440e5c4187b42cbd4de34c38a1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 53660-53672 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3553845","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3553845","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":null,"license_id":null,"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":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2109255472","https://openalex.org/W2565639579","https://openalex.org/W2811339051","https://openalex.org/W2890793284","https://openalex.org/W2963037989","https://openalex.org/W2963857746","https://openalex.org/W2992584342","https://openalex.org/W2997638503","https://openalex.org/W3018757597","https://openalex.org/W3042011474","https://openalex.org/W3113028524","https://openalex.org/W3131866082","https://openalex.org/W3166089996","https://openalex.org/W3173460341","https://openalex.org/W4297676427","https://openalex.org/W4327620340","https://openalex.org/W4386076325","https://openalex.org/W4387503356","https://openalex.org/W4388556652","https://openalex.org/W4388807184","https://openalex.org/W4389428575","https://openalex.org/W4391470234","https://openalex.org/W4392370195","https://openalex.org/W4392921398","https://openalex.org/W4392946286","https://openalex.org/W4393868261","https://openalex.org/W4399167971","https://openalex.org/W4399759399","https://openalex.org/W4402124970","https://openalex.org/W4403770406","https://openalex.org/W4403919744","https://openalex.org/W4406202003","https://openalex.org/W6868582632"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2377891935","https://openalex.org/W2373700391","https://openalex.org/W2357472652","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345"],"abstract_inverted_index":{"Industrial":[0],"safety":[1,28,45,60,76,157],"is":[2,37,92],"crucial":[3],"for":[4,79],"business":[5],"stability,":[6],"as":[7,48],"it":[8,152],"affects":[9],"worker":[10,59,156],"health,":[11],"productivity,":[12],"and":[13,24,61,65,85,101,124,158],"social":[14,66],"stability.":[15],"With":[16],"the":[17,40,145,161],"rise":[18],"of":[19,118,122,128,136,163],"Industry":[20],"4.0,":[21],"smart":[22],"manufacturing":[23],"automation":[25],"have":[26],"made":[27],"even":[29],"more":[30],"important.":[31],"The":[32,90],"metal":[33],"processing":[34,134],"industry,":[35],"which":[36],"vital":[38],"to":[39,94],"economy,":[41],"still":[42],"faces":[43],"serious":[44],"risks,":[46],"such":[47],"workers\u2019":[49],"hands":[50],"getting":[51],"caught":[52],"in":[53,98],"stamping":[54,80],"presses.":[55],"These":[56],"accidents":[57],"threaten":[58],"impact":[62],"efficiency,":[63],"costs,":[64],"responsibility.":[67],"To":[68],"address":[69],"these":[70],"issues,":[71],"this":[72],"study":[73],"proposes":[74],"a":[75,113,120,125,132],"monitoring":[77],"system":[78,91,146],"presses":[81],"based":[82],"on":[83],"YOLOv8n":[84,108],"advanced":[86],"image":[87],"recognition":[88],"technology.":[89],"designed":[93],"detect":[95],"potential":[96],"dangers":[97],"real":[99],"time":[100],"respond":[102],"immediately.":[103],"Experimental":[104],"results":[105],"show":[106],"that":[107],"outperforms":[109],"other":[110],"models,":[111],"with":[112],"mean":[114],"average":[115],"precision":[116,121],"(mAP50)":[117],"99.4%,":[119],"99.7%,":[123],"recall":[126],"rate":[127],"99.9%,":[129],"while":[130],"maintaining":[131],"high":[133],"speed":[135],"95":[137],"frames":[138],"per":[139],"second":[140],"(FPS).":[141],"In":[142],"practical":[143],"tests,":[144],"effectively":[147],"stops":[148],"machine":[149],"operation":[150],"when":[151],"detects":[153],"danger,":[154],"ensuring":[155],"greatly":[159],"reducing":[160],"risk":[162],"accidents.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}
