{"id":"https://openalex.org/W3190070466","doi":"https://doi.org/10.1109/icphm51084.2021.9486491","title":"Tool Fault Diagnosis Based on Improved Multiscale Network and Feature Fusion","display_name":"Tool Fault Diagnosis Based on Improved Multiscale Network and Feature Fusion","publication_year":2021,"publication_date":"2021-06-07","ids":{"openalex":"https://openalex.org/W3190070466","doi":"https://doi.org/10.1109/icphm51084.2021.9486491","mag":"3190070466"},"language":"en","primary_location":{"id":"doi:10.1109/icphm51084.2021.9486491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icphm51084.2021.9486491","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Prognostics and Health Management (ICPHM)","raw_type":"proceedings-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/A5100459322","display_name":"Dongyang Li","orcid":"https://orcid.org/0000-0002-6285-2968"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongyang Li","raw_affiliation_strings":["Shandong Provincial Key Laboratory of Wireless Communication Technologies, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Wireless Communication Technologies, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011094561","display_name":"Dongfeng Yuan","orcid":"https://orcid.org/0000-0002-9398-9238"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongfeng Yuan","raw_affiliation_strings":["Shandong Provincial Key Laboratory of Wireless Communication Technologies, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Wireless Communication Technologies, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077500315","display_name":"Daojun Liang","orcid":"https://orcid.org/0000-0001-7136-0482"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daojun Liang","raw_affiliation_strings":["Shandong Provincial Key Laboratory of Wireless Communication Technologies, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Wireless Communication Technologies, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008166134","display_name":"Zijun Di","orcid":"https://orcid.org/0009-0003-4214-3712"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijun Di","raw_affiliation_strings":["Shandong Provincial Key Laboratory of Wireless Communication Technologies, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Wireless Communication Technologies, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071235755","display_name":"Mingqiang Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingqiang Zhang","raw_affiliation_strings":["Shandong Provincial Key Laboratory of Wireless Communication Technologies, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Wireless Communication Technologies, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100609407","display_name":"Feng Cao","orcid":"https://orcid.org/0000-0001-5276-0026"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Cao","raw_affiliation_strings":["School of Mechanic and Electronic Engineering, Qilu Institute of Technology, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanic and Electronic Engineering, Qilu Institute of Technology, Jinan, China","institution_ids":["https://openalex.org/I152269853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065405740","display_name":"Xin Miaomiao","orcid":null},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Miaomiao Xin","raw_affiliation_strings":["School of Mechanic and Electronic Engineering, Qilu Institute of Technology, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanic and Electronic Engineering, Qilu Institute of Technology, Jinan, China","institution_ids":["https://openalex.org/I152269853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065761469","display_name":"Tengfei Lei","orcid":"https://orcid.org/0000-0001-5243-1046"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tengfei Lei","raw_affiliation_strings":["School of Mechanic and Electronic Engineering, Qilu Institute of Technology, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanic and Electronic Engineering, Qilu Institute of Technology, Jinan, China","institution_ids":["https://openalex.org/I152269853"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101739641","display_name":"Mingyan Jiang","orcid":"https://orcid.org/0000-0001-5036-3756"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyan Jiang","raw_affiliation_strings":["Shandong Provincial Key Laboratory of Wireless Communication Technologies, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Wireless Communication Technologies, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6047,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73914333,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9887999892234802,"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"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9887999892234802,"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/T10188","display_name":"Advanced machining processes and optimization","score":0.9842000007629395,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.978600025177002,"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/computer-science","display_name":"Computer science","score":0.6542907357215881},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.57565838098526},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5706005096435547},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5378355979919434},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42856478691101074},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3867322504520416},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1267787516117096},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.051898956298828125}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6542907357215881},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.57565838098526},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5706005096435547},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5378355979919434},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42856478691101074},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3867322504520416},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1267787516117096},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.051898956298828125},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icphm51084.2021.9486491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icphm51084.2021.9486491","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Prognostics and Health Management (ICPHM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W867609323","https://openalex.org/W1981535490","https://openalex.org/W2194775991","https://openalex.org/W2417307593","https://openalex.org/W2518796799","https://openalex.org/W2605910748","https://openalex.org/W2607803041","https://openalex.org/W2773901451","https://openalex.org/W2776582420","https://openalex.org/W2782783494","https://openalex.org/W2804159733","https://openalex.org/W2938021361","https://openalex.org/W2943389092","https://openalex.org/W2962414238","https://openalex.org/W2974739825","https://openalex.org/W4243012846"],"related_works":["https://openalex.org/W3147584709","https://openalex.org/W2099421762","https://openalex.org/W2530546662","https://openalex.org/W2967030268","https://openalex.org/W2977677679","https://openalex.org/W2185253430","https://openalex.org/W1992327129","https://openalex.org/W4210345652","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Prognostic":[0],"and":[1,30,51,79,87,101,160],"health":[2,23],"management":[3],"is":[4,83,120,158],"a":[5,67,115,134,146],"key":[6],"issue":[7],"in":[8,133],"the":[9,16,27,31,59,89,96,99,107,124,127,141,166,171],"field":[10],"of":[11,18,33,37,98,126,149],"machine":[12,20],"tool":[13,38,49,62,70,90,108,116,129,142,155,172],"manufacturing.":[14],"As":[15],"\u201cteeth\u201d":[17],"CNC":[19],"tools,":[21],"their":[22],"status":[24],"directly":[25],"affects":[26],"machining":[28],"efficiency":[29,97],"quality":[32,45],"products.":[34],"Accurate":[35],"monitoring":[36],"wear":[39,91,111,117,143,156],"can":[40,94,169],"help":[41],"to":[42,85,105,122,153,179],"avoid":[43],"product":[44],"problems":[46],"caused":[47],"by":[48,176],"failure":[50],"improve":[52,170],"productivity.":[53],"In":[54],"this":[55],"paper,":[56],"we":[57],"investigate":[58],"deep":[60],"learning-based":[61],"fault":[63,71,130,173],"diagnosis":[64,72,131,174],"approach.":[65],"First,":[66],"new":[68],"data-driven":[69],"method":[73,132],"based":[74,139],"on":[75,140],"improved":[76],"multiscale":[77],"network":[78],"feature":[80],"fusion":[81],"(IMSNet-F)":[82],"proposed":[84,128,167],"recognize":[86],"classify":[88],"condition.":[92],"It":[93],"increase":[95],"process":[100],"make":[102],"it":[103],"possible":[104],"replace":[106],"before":[109],"catastrophic":[110],"occurs.":[112],"And":[113],"then,":[114],"experimental":[118,144],"system":[119],"designed":[121],"verify":[123],"performance":[125],"real":[135],"production":[136],"scenario.":[137],"Besides,":[138],"system,":[145],"data":[147],"set":[148],"vibration":[150],"signals":[151],"used":[152],"detect":[154],"conditions":[157],"constructed":[159],"publicly":[161],"released.":[162],"Experimental":[163],"results":[164],"show":[165],"approach":[168],"accuracy":[175],"2.2%":[177],"compared":[178],"existing":[180],"methods.":[181]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}