{"id":"https://openalex.org/W4295084646","doi":"https://doi.org/10.3390/s22176686","title":"A New Strategy for Disc Cutter Wear Status Perception Using Vibration Detection and Machine Learning","display_name":"A New Strategy for Disc Cutter Wear Status Perception Using Vibration Detection and Machine Learning","publication_year":2022,"publication_date":"2022-09-04","ids":{"openalex":"https://openalex.org/W4295084646","doi":"https://doi.org/10.3390/s22176686","pmid":"https://pubmed.ncbi.nlm.nih.gov/36081145"},"language":"en","primary_location":{"id":"doi:10.3390/s22176686","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22176686","pdf_url":"https://www.mdpi.com/1424-8220/22/17/6686/pdf?version=1662536845","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/17/6686/pdf?version=1662536845","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080222493","display_name":"Xiaobo Pu","orcid":"https://orcid.org/0000-0003-1992-0977"},"institutions":[{"id":"https://openalex.org/I4210135994","display_name":"China Railway Group (China)","ror":"https://ror.org/03za3eq42","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210135994"]},{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobo Pu","raw_affiliation_strings":["China Railway Engineering Equipment Group Technical Service Co., Ltd., Zhengzhou 450000, China","Tribology Research Institute, State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu 610031, China"],"affiliations":[{"raw_affiliation_string":"China Railway Engineering Equipment Group Technical Service Co., Ltd., Zhengzhou 450000, China","institution_ids":["https://openalex.org/I4210135994"]},{"raw_affiliation_string":"Tribology Research Institute, State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu 610031, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072565450","display_name":"Lingxu Jia","orcid":null},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingxu Jia","raw_affiliation_strings":["Tribology Research Institute, State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu 610031, China"],"affiliations":[{"raw_affiliation_string":"Tribology Research Institute, State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu 610031, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036934722","display_name":"Kedong Shang","orcid":"https://orcid.org/0000-0002-2294-0322"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kedong Shang","raw_affiliation_strings":["Tribology Research Institute, State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu 610031, China"],"affiliations":[{"raw_affiliation_string":"Tribology Research Institute, State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu 610031, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100333398","display_name":"Lei Chen","orcid":"https://orcid.org/0000-0001-5857-7812"},"institutions":[{"id":"https://openalex.org/I4210135994","display_name":"China Railway Group (China)","ror":"https://ror.org/03za3eq42","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210135994"]},{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Chen","raw_affiliation_strings":["China Railway Engineering Equipment Group Technical Service Co., Ltd., Zhengzhou 450000, China","Tribology Research Institute, State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu 610031, China"],"affiliations":[{"raw_affiliation_string":"China Railway Engineering Equipment Group Technical Service Co., Ltd., Zhengzhou 450000, China","institution_ids":["https://openalex.org/I4210135994"]},{"raw_affiliation_string":"Tribology Research Institute, State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu 610031, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100765421","display_name":"Tingting Yang","orcid":"https://orcid.org/0000-0001-6773-8438"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tingting Yang","raw_affiliation_strings":["Tribology Research Institute, State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu 610031, China"],"affiliations":[{"raw_affiliation_string":"Tribology Research Institute, State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu 610031, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003393191","display_name":"Liangwu Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135994","display_name":"China Railway Group (China)","ror":"https://ror.org/03za3eq42","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210135994"]},{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangwu Chen","raw_affiliation_strings":["China Railway Engineering Equipment Group Technical Service Co., Ltd., Zhengzhou 450000, China","Tribology Research Institute, State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu 610031, China"],"affiliations":[{"raw_affiliation_string":"China Railway Engineering Equipment Group Technical Service Co., Ltd., Zhengzhou 450000, China","institution_ids":["https://openalex.org/I4210135994"]},{"raw_affiliation_string":"Tribology Research Institute, State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu 610031, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058021518","display_name":"Libin Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135994","display_name":"China Railway Group (China)","ror":"https://ror.org/03za3eq42","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210135994"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Libin Gao","raw_affiliation_strings":["China Railway Engineering Equipment Group Technical Service Co., Ltd., Zhengzhou 450000, China"],"affiliations":[{"raw_affiliation_string":"China Railway Engineering Equipment Group Technical Service Co., Ltd., Zhengzhou 450000, China","institution_ids":["https://openalex.org/I4210135994"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075000201","display_name":"Linmao Qian","orcid":"https://orcid.org/0000-0002-3918-4615"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linmao Qian","raw_affiliation_strings":["Tribology Research Institute, State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu 610031, China"],"affiliations":[{"raw_affiliation_string":"Tribology Research Institute, State Key Laboratory of Traction Power, Southwest Jiaotong University, Chengdu 610031, China","institution_ids":["https://openalex.org/I4800084"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100765421"],"corresponding_institution_ids":["https://openalex.org/I4800084"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.3831,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.78566642,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"22","issue":"17","first_page":"6686","last_page":"6686"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12482","display_name":"Tunneling and Rock Mechanics","score":1.0,"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/T12482","display_name":"Tunneling and Rock Mechanics","score":1.0,"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/T10892","display_name":"Drilling and Well Engineering","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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":0.9968000054359436,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/downtime","display_name":"Downtime","score":0.701725423336029},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.6752747893333435},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.6252551078796387},{"id":"https://openalex.org/keywords/tool-wear","display_name":"Tool wear","score":0.6229430437088013},{"id":"https://openalex.org/keywords/thrust","display_name":"Thrust","score":0.5518114566802979},{"id":"https://openalex.org/keywords/time-domain","display_name":"Time domain","score":0.4895530641078949},{"id":"https://openalex.org/keywords/rate-of-penetration","display_name":"Rate of penetration","score":0.44058161973953247},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.43243855237960815},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.3648635447025299},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2747299075126648},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.24240347743034363},{"id":"https://openalex.org/keywords/machining","display_name":"Machining","score":0.23810094594955444},{"id":"https://openalex.org/keywords/drilling","display_name":"Drilling","score":0.1753697395324707},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.15087684988975525},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.09677097201347351}],"concepts":[{"id":"https://openalex.org/C180591934","wikidata":"https://www.wikidata.org/wiki/Q1253369","display_name":"Downtime","level":2,"score":0.701725423336029},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.6752747893333435},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.6252551078796387},{"id":"https://openalex.org/C2776450708","wikidata":"https://www.wikidata.org/wiki/Q6008734","display_name":"Tool wear","level":3,"score":0.6229430437088013},{"id":"https://openalex.org/C79420006","wikidata":"https://www.wikidata.org/wiki/Q533668","display_name":"Thrust","level":2,"score":0.5518114566802979},{"id":"https://openalex.org/C103824480","wikidata":"https://www.wikidata.org/wiki/Q185889","display_name":"Time domain","level":2,"score":0.4895530641078949},{"id":"https://openalex.org/C2776497017","wikidata":"https://www.wikidata.org/wiki/Q7295539","display_name":"Rate of penetration","level":3,"score":0.44058161973953247},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.43243855237960815},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.3648635447025299},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2747299075126648},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.24240347743034363},{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.23810094594955444},{"id":"https://openalex.org/C25197100","wikidata":"https://www.wikidata.org/wiki/Q890886","display_name":"Drilling","level":2,"score":0.1753697395324707},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.15087684988975525},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.09677097201347351},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010465","descriptor_name":"Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010465","descriptor_name":"Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010465","descriptor_name":"Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014732","descriptor_name":"Vibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014732","descriptor_name":"Vibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014732","descriptor_name":"Vibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22176686","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22176686","pdf_url":"https://www.mdpi.com/1424-8220/22/17/6686/pdf?version=1662536845","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36081145","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36081145","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:b5f8a45e09f74690b8162bf4aedb7441","is_oa":true,"landing_page_url":"https://doaj.org/article/b5f8a45e09f74690b8162bf4aedb7441","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":"Sensors, Vol 22, Iss 17, p 6686 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/17/6686/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22176686","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 17; Pages: 6686","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9459918","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9459918","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22176686","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22176686","pdf_url":"https://www.mdpi.com/1424-8220/22/17/6686/pdf?version=1662536845","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1546653789","display_name":null,"funder_award_id":"2020YFB1712200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G1743153519","display_name":null,"funder_award_id":"2020YFB1712200","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5333599134","display_name":null,"funder_award_id":"2020YFB171220","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5475301337","display_name":null,"funder_award_id":"18022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5517038434","display_name":null,"funder_award_id":"2020YFB","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6849670346","display_name":null,"funder_award_id":"51802293","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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4295084646.pdf","grobid_xml":"https://content.openalex.org/works/W4295084646.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1985078907","https://openalex.org/W1999314995","https://openalex.org/W2001560252","https://openalex.org/W2098421567","https://openalex.org/W2134851594","https://openalex.org/W2167218164","https://openalex.org/W2295844243","https://openalex.org/W2377662425","https://openalex.org/W2390259380","https://openalex.org/W2580066957","https://openalex.org/W2613294285","https://openalex.org/W2754438920","https://openalex.org/W2756630973","https://openalex.org/W2790551488","https://openalex.org/W2884357024","https://openalex.org/W2941609257","https://openalex.org/W2971260331","https://openalex.org/W2976863322","https://openalex.org/W2998771366","https://openalex.org/W3044572681","https://openalex.org/W3081821516","https://openalex.org/W3084798171","https://openalex.org/W3090247653","https://openalex.org/W3106379926","https://openalex.org/W3116790525","https://openalex.org/W3127968163","https://openalex.org/W3153767802","https://openalex.org/W3201843052"],"related_works":["https://openalex.org/W2046276983","https://openalex.org/W2954002293","https://openalex.org/W2892741875","https://openalex.org/W2164372000","https://openalex.org/W2078264086","https://openalex.org/W2109143577","https://openalex.org/W1985537075","https://openalex.org/W2161582432","https://openalex.org/W1972812226","https://openalex.org/W187383352"],"abstract_inverted_index":{"Carrying":[0],"out":[1],"status":[2,9,20,217],"monitoring":[3],"and":[4,27,56,69,81,91,121,139,166,210,238],"fault-diagnosis":[5],"research":[6],"on":[7],"cutter-wear":[8],"is":[10,74,92,110,124,133,146,243],"of":[11,17,21,45,83,88,99,187,199,229],"great":[12],"significance":[13],"for":[14],"real-time":[15],"understanding":[16],"the":[18,41,46,58,62,66,70,79,84,89,96,100,108,115,122,150,155,160,177,185,188,196,200,205,208,211,215,230,234,239],"health":[19],"Tunnel":[22],"Boring":[23],"Machine":[24],"(TBM)":[25],"equipment":[26],"reducing":[28],"downtime":[29],"losses.":[30],"In":[31],"this":[32,181],"work,":[33],"we":[34],"proposed":[35,179],"a":[36,129,143],"new":[37],"method":[38,73,178],"to":[39,54,135,148,175,183,194,213],"diagnose":[40],"abnormal":[42,85],"wear":[43,86,101,216,220,222,226],"state":[44,87,186],"disc":[47,67,231],"cutter":[48,68,209,232],"by":[49],"using":[50],"brain-like":[51],"artificial":[52,235],"intelligence":[53],"process":[55],"analyze":[57],"vibration":[59,136,202],"signal":[60,137],"in":[61,128,180],"dynamic":[63],"contact":[64,153,206],"between":[65,207],"rock.":[71],"This":[72],"mainly":[75],"aimed":[76,94],"at":[77,95,112],"realizing":[78],"diagnosis":[80,240],"identification":[82],"cutter,":[90],"not":[93],"accurate":[97],"measurement":[98],"amount.":[102],"The":[103],"author":[104],"believes":[105],"that":[106],"when":[107],"TBM":[109],"operating":[111],"full":[113],"power,":[114],"cutting":[116],"forces":[117],"are":[118],"very":[119],"high":[120],"rock":[123,156],"successively":[125],"broken,":[126],"resulting":[127],"complex":[130],"circumstance,":[131],"which":[132,171],"inconvenient":[134],"acquisition":[138],"transmission.":[140],"If":[141],"only":[142],"small":[144],"thrust":[145],"applied,":[147],"make":[149],"cutters":[151,161],"just":[152],"with":[154],"(less":[157],"penetration),":[158],"then":[159],"will":[162],"run":[163],"more":[164],"smoothly":[165],"suffer":[167],"less":[168],"environmental":[169],"interference,":[170],"would":[172],"be":[173],"beneficial":[174],"apply":[176],"paper":[182],"detect":[184],"cutters.":[189],"A":[190],"specific":[191],"example":[192],"was":[193],"use":[195],"frequency-domain":[197],"characteristics":[198],"periodic":[201],"waveform":[203],"during":[204],"granite":[212],"identify":[214],"(including":[218],"normal":[219],"state,":[221,224],"failure":[223,227],"angled":[225],"state)":[228],"through":[233],"neural":[236],"network,":[237],"accuracy":[241],"rate":[242],"90%.":[244]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}