{"id":"https://openalex.org/W2020377277","doi":"https://doi.org/10.1109/fskd.2010.5569802","title":"Research and application of manifold learning to fault diagnosis of reciprocating compressor","display_name":"Research and application of manifold learning to fault diagnosis of reciprocating compressor","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2020377277","doi":"https://doi.org/10.1109/fskd.2010.5569802","mag":"2020377277"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2010.5569802","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2010.5569802","pdf_url":null,"source":{"id":"https://openalex.org/S4363608217","display_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","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/A5071706403","display_name":"Guanwei Wang","orcid":"https://orcid.org/0009-0004-6588-9581"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guan-Wei Wang","raw_affiliation_strings":["School of Mechanical Engineering, Xi''an Jiaotong University, Xi'an, Shaanxi, China","School of Mechanical Engineering, Xi\u00bfan Jiaotong University, Shaanxi Province, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi''an Jiaotong University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u00bfan Jiaotong University, Shaanxi Province, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029085468","display_name":"Jian Zhuang","orcid":"https://orcid.org/0000-0003-0142-4238"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Zhuang","raw_affiliation_strings":["School of Mechanical Engineering, Xi''an Jiaotong University, Xi'an, Shaanxi, China","School of Mechanical Engineering, Xi\u00bfan Jiaotong University, Shaanxi Province, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi''an Jiaotong University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u00bfan Jiaotong University, Shaanxi Province, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100525233","display_name":"Dehong Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"De-Hong Yu","raw_affiliation_strings":["School of Mechanical Engineering, Xi''an Jiaotong University, Xi'an, Shaanxi, China","School of Mechanical Engineering, Xi\u00bfan Jiaotong University, Shaanxi Province, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi''an Jiaotong University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u00bfan Jiaotong University, Shaanxi Province, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071706403"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.21737613,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"290","issue":null,"first_page":"2652","last_page":"2656"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.983299970626831,"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":0.983299970626831,"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/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.975600004196167,"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/reciprocating-compressor","display_name":"Reciprocating compressor","score":0.8863100409507751},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.7134506702423096},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.6733337044715881},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.5971869826316833},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5883094668388367},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5759150385856628},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.534249484539032},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.5277538895606995},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4561213552951813},{"id":"https://openalex.org/keywords/gas-compressor","display_name":"Gas compressor","score":0.4314180910587311},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.41581523418426514},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3926420211791992},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3866842985153198},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.338689923286438},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2727380394935608},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.13663312792778015}],"concepts":[{"id":"https://openalex.org/C5395353","wikidata":"https://www.wikidata.org/wiki/Q2265508","display_name":"Reciprocating compressor","level":3,"score":0.8863100409507751},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.7134506702423096},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.6733337044715881},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.5971869826316833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5883094668388367},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5759150385856628},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.534249484539032},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.5277538895606995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4561213552951813},{"id":"https://openalex.org/C131097465","wikidata":"https://www.wikidata.org/wiki/Q178898","display_name":"Gas compressor","level":2,"score":0.4314180910587311},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.41581523418426514},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3926420211791992},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3866842985153198},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.338689923286438},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2727380394935608},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.13663312792778015},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.0},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2010.5569802","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2010.5569802","pdf_url":null,"source":{"id":"https://openalex.org/S4363608217","display_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1512834934","https://openalex.org/W1578196132","https://openalex.org/W1966380235","https://openalex.org/W2001141328","https://openalex.org/W2009130948","https://openalex.org/W2017512208","https://openalex.org/W2050173620","https://openalex.org/W2053186076","https://openalex.org/W2097308346","https://openalex.org/W2099787931","https://openalex.org/W2129910847","https://openalex.org/W2376964804","https://openalex.org/W3046579346","https://openalex.org/W4256035763","https://openalex.org/W6630587947","https://openalex.org/W6679463537"],"related_works":["https://openalex.org/W2361603825","https://openalex.org/W3105343020","https://openalex.org/W2373847929","https://openalex.org/W1832137110","https://openalex.org/W3117641007","https://openalex.org/W4245238181","https://openalex.org/W2972815572","https://openalex.org/W2016968165","https://openalex.org/W2009572753","https://openalex.org/W2079843512"],"abstract_inverted_index":{"Since":[0],"reciprocating":[1],"compressor":[2],"(RC)":[3],"is":[4,17],"a":[5,24,36,54],"key":[6],"facility":[7],"for":[8,27],"many":[9],"industries,":[10],"the":[11,29,44,68,73,77,93,107],"study":[12],"of":[13,32,43,72,110],"its":[14],"fault":[15,30,108],"diagnosis":[16,78],"thus":[18],"particularly":[19],"important.":[20],"This":[21],"paper":[22],"proposes":[23],"new":[25],"method":[26,46,95],"predicting":[28],"degree":[31,109],"RC":[33],"by":[34,80,87],"using":[35],"manifold":[37,55],"learning":[38,56],"method.":[39],"The":[40,84],"main":[41],"idea":[42],"proposed":[45,94],"can":[47],"be":[48],"summarized":[49],"as":[50],"follows:":[51],"first,":[52],"employ":[53],"algorithm":[57],"to":[58,105],"directly":[59],"deal":[60],"with":[61],"RC's":[62],"cylinder":[63],"pressure":[64,74],"signals.":[65],"Based":[66],"on":[67],"obtained":[69],"low-dimensional":[70],"representation":[71],"signals,":[75],"implement":[76],"process":[79],"weighted":[81],"interpolation":[82],"procedure.":[83],"experiments":[85],"conducted":[86],"some":[88],"simulated":[89],"data":[90],"demonstrate":[91],"that":[92],"performs":[96],"satisfactorily":[97],"and":[98],"it":[99],"therefore":[100],"provides":[101],"an":[102],"effective":[103],"way":[104],"diagnose":[106],"RC.":[111]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}