{"id":"https://openalex.org/W2015036091","doi":"https://doi.org/10.1109/acc.2012.6315253","title":"Symbolic transient time-series analysis for fault detection in aircraft gas turbine engines","display_name":"Symbolic transient time-series analysis for fault detection in aircraft gas turbine engines","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2015036091","doi":"https://doi.org/10.1109/acc.2012.6315253","mag":"2015036091"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2012.6315253","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2012.6315253","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 American Control Conference (ACC)","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/A5020674314","display_name":"Sudeep Sarkar","orcid":"https://orcid.org/0000-0001-7332-4207"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"S. Sarkar","raw_affiliation_strings":["Department of Mechanical Engineering, Pennsylvania State University, University Park, PA, USA","[Department of Mechanical Engineering, The Pennsylvania State University, University Park, PA 16802 USA.]"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"[Department of Mechanical Engineering, The Pennsylvania State University, University Park, PA 16802 USA.]","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000786443","display_name":"Kallol Mukherjee","orcid":"https://orcid.org/0000-0003-2467-5056"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K. Mukherjee","raw_affiliation_strings":["Department of Mechanical Engineering, Pennsylvania State University, University Park, PA, USA","[Department of Mechanical Engineering, The Pennsylvania State University, University Park, PA 16802 USA.]"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"[Department of Mechanical Engineering, The Pennsylvania State University, University Park, PA 16802 USA.]","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101805546","display_name":"Soumalya Sarkar","orcid":"https://orcid.org/0000-0003-3558-2330"},"institutions":[{"id":"https://openalex.org/I162281398","display_name":"University of Hartford","ror":"https://ror.org/034gcgd08","country_code":"US","type":"education","lineage":["https://openalex.org/I162281398"]},{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]},{"id":"https://openalex.org/I4401726811","display_name":"Hartford Financial Services (United States)","ror":"https://ror.org/00mwq1g96","country_code":null,"type":"company","lineage":["https://openalex.org/I4401726811"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Sarkar","raw_affiliation_strings":["Department of Mechanical Engineering, Pennsylvania State University, University Park, PA, USA","United Technologies Research Center, East Hartford, CT 06108, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"United Technologies Research Center, East Hartford, CT 06108, USA","institution_ids":["https://openalex.org/I162281398","https://openalex.org/I4401726811"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003487011","display_name":"Asok Ray","orcid":"https://orcid.org/0000-0003-4124-0230"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Ray","raw_affiliation_strings":["Department of Mechanical Engineering, Pennsylvania State University, University Park, PA, USA","[Department of Mechanical Engineering, The Pennsylvania State University, University Park, PA 16802 USA.]"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"[Department of Mechanical Engineering, The Pennsylvania State University, University Park, PA 16802 USA.]","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020674314"],"corresponding_institution_ids":["https://openalex.org/I130769515"],"apc_list":null,"apc_paid":null,"fwci":5.0673,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.94916117,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"5132","last_page":"5137"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9954000115394592,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9954000115394592,"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/T11236","display_name":"Control Systems and Identification","score":0.9902999997138977,"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/T10117","display_name":"Advanced Combustion Engine Technologies","score":0.9781000018119812,"subfield":{"id":"https://openalex.org/subfields/1507","display_name":"Fluid Flow and Transfer Processes"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.768985390663147},{"id":"https://openalex.org/keywords/takeoff","display_name":"Takeoff","score":0.7454309463500977},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.7067338824272156},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5709944367408752},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5259338021278381},{"id":"https://openalex.org/keywords/turbine","display_name":"Turbine","score":0.4937518537044525},{"id":"https://openalex.org/keywords/transient-analysis","display_name":"Transient analysis","score":0.42652755975723267},{"id":"https://openalex.org/keywords/gas-turbines","display_name":"Gas turbines","score":0.41742801666259766},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4124263823032379},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3700541853904724},{"id":"https://openalex.org/keywords/transient-response","display_name":"Transient response","score":0.30403101444244385},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.22515547275543213},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.20386970043182373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17831766605377197},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.07573217153549194}],"concepts":[{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.768985390663147},{"id":"https://openalex.org/C2777717826","wikidata":"https://www.wikidata.org/wiki/Q854248","display_name":"Takeoff","level":2,"score":0.7454309463500977},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.7067338824272156},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5709944367408752},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5259338021278381},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.4937518537044525},{"id":"https://openalex.org/C2989121073","wikidata":"https://www.wikidata.org/wiki/Q1309019","display_name":"Transient analysis","level":3,"score":0.42652755975723267},{"id":"https://openalex.org/C2987684023","wikidata":"https://www.wikidata.org/wiki/Q193470","display_name":"Gas turbines","level":2,"score":0.41742801666259766},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4124263823032379},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3700541853904724},{"id":"https://openalex.org/C85761212","wikidata":"https://www.wikidata.org/wiki/Q1974593","display_name":"Transient response","level":2,"score":0.30403101444244385},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.22515547275543213},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.20386970043182373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17831766605377197},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.07573217153549194},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acc.2012.6315253","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2012.6315253","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7699999809265137,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W809430598","https://openalex.org/W2008700669","https://openalex.org/W2038307389","https://openalex.org/W2057364279","https://openalex.org/W2157028949","https://openalex.org/W2169739344","https://openalex.org/W4253972805","https://openalex.org/W6623041627"],"related_works":["https://openalex.org/W2379975046","https://openalex.org/W2351766947","https://openalex.org/W4385984321","https://openalex.org/W2471779853","https://openalex.org/W2378910326","https://openalex.org/W2316958959","https://openalex.org/W3174436460","https://openalex.org/W2056500914","https://openalex.org/W2315956789","https://openalex.org/W837744586"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3],"data-driven":[4],"symbolic":[5,57],"dynamics-based":[6],"method":[7],"for":[8],"detection":[9,45,81],"of":[10,17,21,34,65,74],"incipient":[11,22],"faults":[12,23],"in":[13,24],"gas":[14],"turbine":[15],"engines":[16,26],"commercial":[18],"aircraft.":[19],"Detection":[20],"such":[25],"could":[27],"be":[28],"significantly":[29],"manifested":[30],"by":[31,71],"taking":[32,72],"advantage":[33,73],"transient":[35,77,92],"data":[36,68],"(e.g.,":[37],"during":[38],"takeoff).":[39],"From":[40],"this":[41],"perspective,":[42],"the":[43,52,75,89],"fault":[44,80],"and":[46,82],"classification":[47,83],"algorithms":[48],"are":[49],"built":[50],"upon":[51],"recently":[53],"reported":[54],"work":[55],"on":[56,88],"dynamic":[58],"filtering.":[59],"In":[60],"particular,":[61],"Markov":[62],"model-based":[63],"analysis":[64],"steady":[66],"state":[67],"is":[69],"extended":[70],"available":[76],"data.":[78],"The":[79],"procedure":[84],"has":[85],"been":[86],"validated":[87],"NASA":[90],"C-MAPSS":[91],"test":[93],"case":[94],"generator.":[95]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}