{"id":"https://openalex.org/W4285806830","doi":"https://doi.org/10.3397/1/377029","title":"Research on pipeline state recognition method based on acoustic signal frame PCA","display_name":"Research on pipeline state recognition method based on acoustic signal frame PCA","publication_year":2022,"publication_date":"2022-07-01","ids":{"openalex":"https://openalex.org/W4285806830","doi":"https://doi.org/10.3397/1/377029"},"language":"en","primary_location":{"id":"doi:10.3397/1/377029","doi":"https://doi.org/10.3397/1/377029","is_oa":false,"landing_page_url":"https://doi.org/10.3397/1/377029","pdf_url":null,"source":{"id":"https://openalex.org/S46035623","display_name":"Noise Control Engineering Journal","issn_l":"0736-2501","issn":["0736-2501","2168-8710"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","norway-1","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4363603743","host_organization_name":"Institute of Noise Control Engineering of the USA","host_organization_lineage":["https://openalex.org/P4363603743"],"host_organization_lineage_names":["Institute of Noise Control Engineering of the USA"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Noise Control Engineering Journal","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5021478146","display_name":"Fengfeng Bie","orcid":"https://orcid.org/0000-0003-0304-3025","observed_orcids":["https://orcid.org/0000-0003-0304-3025"]},"institutions":[{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengfeng Bie","raw_affiliation_strings":["School of Mechanical Engineering, Changzhou University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Changzhou University","institution_ids":["https://openalex.org/I4210153482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101888784","display_name":"Yue Guo","orcid":"https://orcid.org/0000-0002-2309-0526","observed_orcids":["https://orcid.org/0000-0002-2309-0526"]},"institutions":[{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Guo","raw_affiliation_strings":["School of Mechanical Engineering, Changzhou University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Changzhou University","institution_ids":["https://openalex.org/I4210153482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059306272","display_name":"Sheng Gu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Gu","raw_affiliation_strings":["School of Mechanical Engineering, Changzhou University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Changzhou University","institution_ids":["https://openalex.org/I4210153482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101414816","display_name":"Gang Yang","orcid":"https://orcid.org/0000-0001-9403-5818","observed_orcids":["https://orcid.org/0000-0001-9403-5818"]},"institutions":[{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Yang","raw_affiliation_strings":["School of Mechanical Engineering, Changzhou University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Changzhou University","institution_ids":["https://openalex.org/I4210153482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056647772","display_name":"Mingjun Pang","orcid":"https://orcid.org/0000-0003-3407-7404","observed_orcids":["https://orcid.org/0000-0003-3407-7404"]},"institutions":[{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingjun Pang","raw_affiliation_strings":["School of Mechanical Engineering, Changzhou University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Changzhou University","institution_ids":["https://openalex.org/I4210153482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210153482"],"apc_list":null,"apc_paid":null,"fwci":0.0854,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.25127729,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"70","issue":"4","first_page":"364","last_page":"375"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9282000064849854,"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"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9282000064849854,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.03359999880194664,"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/T11220","display_name":"Water Systems and Optimization","score":0.006300000008195639,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/acoustic-signal-analysis","display_name":"acoustic signal analysis","score":0.6840000152587891},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"principal component analysis","score":0.8500000238418579},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.8960000276565552},{"id":"https://openalex.org/keywords/sound-pressure-level","display_name":"sound pressure level","score":0.9810000061988831},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.8080000281333923}],"concepts":[{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6665889620780945},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6329027414321899},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.593083918094635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5823938250541687},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5762670040130615},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5470392107963562},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5042520761489868},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48025062680244446},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4565922021865845},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4563385546207428},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.44684898853302},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4330022931098938},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4235767722129822},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.4044422209262848},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3246471881866455},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.11455562710762024},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06223785877227783},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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":[],"locations_count":1,"locations":[{"id":"doi:10.3397/1/377029","doi":"https://doi.org/10.3397/1/377029","is_oa":false,"landing_page_url":"https://doi.org/10.3397/1/377029","pdf_url":null,"source":{"id":"https://openalex.org/S46035623","display_name":"Noise Control Engineering Journal","issn_l":"0736-2501","issn":["0736-2501","2168-8710"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","norway-1","poland-40","russia-white-list-3"],"host_organization":"https://openalex.org/P4363603743","host_organization_name":"Institute of Noise Control Engineering of the USA","host_organization_lineage":["https://openalex.org/P4363603743"],"host_organization_lineage_names":["Institute of Noise Control Engineering of the USA"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Noise Control Engineering Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.7207000255584717,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2283153737","https://openalex.org/W4225409752","https://openalex.org/W3184360331","https://openalex.org/W2066467516","https://openalex.org/W2089491587","https://openalex.org/W3176278398","https://openalex.org/W4410222166","https://openalex.org/W2016253057","https://openalex.org/W1989106911","https://openalex.org/W2736247198"],"abstract_inverted_index":{"Accurate":[0],"buried":[1],"pipeline":[2,52,122,153],"state":[3,154],"recognition":[4],"based":[5,22],"on":[6,23,59,131],"acoustic":[7,24,53,62,113,142],"signal":[8,25,67,80,143],"is":[9,57,70,81,93,98],"a":[10,18,121,132],"difficult":[11],"and":[12,27,46,83,152],"important":[13],"issue.":[14],"This":[15,37],"paper":[16],"proposes":[17],"feature":[19,85,104,110,150],"extraction":[20,151],"method":[21,38,97,140],"frame":[26,68,79],"principal":[28],"component":[29],"analysis":[30,144],"(PCA)":[31],"for":[32,107,141,148],"condition":[33],"monitoring":[34],"in":[35],"pipes.":[36],"makes":[39],"use":[40],"of":[41,44,51,77,87,120,134],"the":[42,60,66,73,84,88,102,109,126,138],"property":[43],"nonstationary":[45],"multivariate":[47],"data":[48],"decomposition":[49],"scales":[50],"signal.":[54],"Signal":[55],"framing":[56],"processed":[58],"collected":[61],"signals":[63,114],"so":[64],"that":[65,137],"series":[69,133],"obtained.":[71],"Then,":[72],"sound":[74,90],"pressure":[75,91],"level":[76,92],"each":[78],"extracted,":[82],"vector":[86,105,128],"total":[89],"established.":[94],"The":[95,112],"PCA":[96],"applied":[99],"to":[100,116],"optimize":[101],"extracted":[103],"set":[106],"detecting":[108],"parameters.":[111],"related":[115],"different":[117],"operating":[118],"conditions":[119],"are":[123],"identified":[124],"with":[125],"support":[127],"machine.":[129],"Research":[130],"experiments":[135],"shows":[136],"proposed":[139],"can":[145],"perform":[146],"effectively":[147],"robust":[149],"identification.":[155]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-09-21T07:43:02.447757","created_date":"2022-07-19T00:00:00"}
