{"id":"https://openalex.org/W2071799726","doi":"https://doi.org/10.1109/iwaci.2010.5585104","title":"Tool wear states recognition based on frequency-band energy analysis and fuzzy clustering","display_name":"Tool wear states recognition based on frequency-band energy analysis and fuzzy clustering","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2071799726","doi":"https://doi.org/10.1109/iwaci.2010.5585104","mag":"2071799726"},"language":"en","primary_location":{"id":"doi:10.1109/iwaci.2010.5585104","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwaci.2010.5585104","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Third International Workshop on Advanced Computational Intelligence","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/A5100690560","display_name":"Weilin Li","orcid":"https://orcid.org/0000-0001-6260-5548"},"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":"Weilin Li","raw_affiliation_strings":["School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, Sichuan, China","School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, Sichuan province, China, 610031"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, Sichuan province, China, 610031","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100983223","display_name":"Pan Fu","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":"Pan Fu","raw_affiliation_strings":["School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, Sichuan, China","School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, Sichuan province, China, 610031"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, Sichuan province, China, 610031","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011352023","display_name":"Weiqing Cao","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":"Weiqing Cao","raw_affiliation_strings":["Southwest Jiaotong University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100690560"],"corresponding_institution_ids":["https://openalex.org/I4800084"],"apc_list":null,"apc_paid":null,"fwci":0.5497,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72583624,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9984999895095825,"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":0.9984999895095825,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9800999760627747,"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/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.958899974822998,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/tool-wear","display_name":"Tool wear","score":0.8002351522445679},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6329065561294556},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5894558429718018},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5827027559280396},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5486845970153809},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5385502576828003},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5309464335441589},{"id":"https://openalex.org/keywords/wavelet-packet-decomposition","display_name":"Wavelet packet decomposition","score":0.5276768803596497},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.51959228515625},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5106447339057922},{"id":"https://openalex.org/keywords/machining","display_name":"Machining","score":0.5036711096763611},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4731755554676056},{"id":"https://openalex.org/keywords/frequency-band","display_name":"Frequency band","score":0.4539607763290405},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.4467940628528595},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.420250803232193},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.37069958448410034},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.31519150733947754},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1810722053050995},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.1578071117401123},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.1289236843585968},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.10837790369987488}],"concepts":[{"id":"https://openalex.org/C2776450708","wikidata":"https://www.wikidata.org/wiki/Q6008734","display_name":"Tool wear","level":3,"score":0.8002351522445679},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6329065561294556},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5894558429718018},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5827027559280396},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5486845970153809},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5385502576828003},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5309464335441589},{"id":"https://openalex.org/C155777637","wikidata":"https://www.wikidata.org/wiki/Q2736187","display_name":"Wavelet packet decomposition","level":4,"score":0.5276768803596497},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.51959228515625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5106447339057922},{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.5036711096763611},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4731755554676056},{"id":"https://openalex.org/C2778116611","wikidata":"https://www.wikidata.org/wiki/Q25110567","display_name":"Frequency band","level":3,"score":0.4539607763290405},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4467940628528595},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.420250803232193},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.37069958448410034},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.31519150733947754},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1810722053050995},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.1578071117401123},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.1289236843585968},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.10837790369987488},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwaci.2010.5585104","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwaci.2010.5585104","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Third International Workshop on Advanced Computational Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1976833466","https://openalex.org/W2064667731","https://openalex.org/W2376016630","https://openalex.org/W2497822090","https://openalex.org/W6644299912","https://openalex.org/W6845360084"],"related_works":["https://openalex.org/W4319073490","https://openalex.org/W2054017055","https://openalex.org/W2085792030","https://openalex.org/W1588899229","https://openalex.org/W4321517526","https://openalex.org/W1976022598","https://openalex.org/W1967182499","https://openalex.org/W2111896212","https://openalex.org/W2097034666","https://openalex.org/W2001281573"],"abstract_inverted_index":{"Cutting":[0],"tool":[1,33,64,77,101,115],"monitoring":[2,27,117],"is":[3,118],"a":[4],"key":[5],"technology":[6],"for":[7,76],"automatic,":[8],"unmanned":[9],"and":[10,20,28,66,90,125],"adaptive":[11],"machining.":[12],"It's":[13],"vital":[14],"to":[15,31,49,63,69],"choose":[16],"right":[17],"feature":[18,123],"extracting":[19,124],"recognition":[21,74,126],"methods.":[22,127],"By":[23],"using":[24,46,121],"cutting":[25,54,70],"vibration":[26],"diagnostics":[29],"technique":[30],"monitor":[32],"wear":[34,65,78,102,116],"states,":[35],"this":[36],"paper":[37],"puts":[38],"forward":[39],"techniques":[40],"of":[41,53],"applying":[42],"frequency-band":[43],"energy":[44],"decomposition":[45],"wavelet":[47],"packets":[48],"extract":[50],"signal":[51],"features":[52,61],"vibration.":[55],"This":[56],"method":[57,75],"makes":[58],"the":[59,67,87,97,114],"extracted":[60],"sensitive":[62],"sensitivity":[68],"parameters":[71],"minimum.":[72],"The":[73],"sates":[79],"was":[80],"studied":[81],"through":[82,96],"fuzzy":[83,98],"clustering.":[84,99],"Affinities":[85],"between":[86],"known":[88],"state":[89,92],"unknown":[91],"can":[93,104],"be":[94,105],"obtained":[95],"Then,":[100],"states":[103],"recognized":[106],"by":[107,120],"those":[108],"affinities.":[109],"Experimental":[110],"results":[111],"show":[112],"that":[113],"achieved":[119],"these":[122]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
