{"id":"https://openalex.org/W2104736169","doi":"https://doi.org/10.1109/acc.2005.1470203","title":"Information theoretic fault detection","display_name":"Information theoretic fault detection","publication_year":2005,"publication_date":"2005-08-10","ids":{"openalex":"https://openalex.org/W2104736169","doi":"https://doi.org/10.1109/acc.2005.1470203","mag":"2104736169"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2005.1470203","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2005.1470203","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2005, American Control Conference, 2005.","raw_type":"proceedings-article"},"type":"conference-paper","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/A5067212091","display_name":"Alark Joshi","orcid":"https://orcid.org/0000-0002-3180-8075"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Joshi","raw_affiliation_strings":["School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA","Sch. of Mech. Eng., Purdue Univ., West Lafayette, IN, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Sch. of Mech. Eng., Purdue Univ., West Lafayette, IN, USA#TAB#","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017385518","display_name":"Paul B. Deignan","orcid":"https://orcid.org/0000-0003-1363-7724"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"P. Deignan","raw_affiliation_strings":["School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA","Sch. of Mech. Eng., Purdue Univ., West Lafayette, IN, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Sch. of Mech. Eng., Purdue Univ., West Lafayette, IN, USA#TAB#","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038616868","display_name":"Peter H. Meckl","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"P. Meckl","raw_affiliation_strings":["School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA","Sch. of Mech. Eng., Purdue Univ., West Lafayette, IN, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Sch. of Mech. Eng., Purdue Univ., West Lafayette, IN, USA#TAB#","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089258758","display_name":"Galen B. King","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Galen King","raw_affiliation_strings":["School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033969355","display_name":"Kristofer Jennings","orcid":"https://orcid.org/0000-0002-5442-9326"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K. Jennings","raw_affiliation_strings":["Department of Statistics, College of Science, Purdue University, West Lafayette, IN, USA","Purdue University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, College of Science, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Purdue University","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":0.6191,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.64909681,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1642","last_page":"1647"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998999834060669,"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":0.9998999834060669,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9915000200271606,"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/computer-science","display_name":"Computer science","score":0.5839642286300659},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.4100798964500427},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27401357889175415}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5839642286300659},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4100798964500427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27401357889175415},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acc.2005.1470203","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2005.1470203","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2005, American Control Conference, 2005.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310399","display_name":"Cummins Incorporated","ror":"https://ror.org/03y28aj90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1896677981","https://openalex.org/W1973581271","https://openalex.org/W1995969522","https://openalex.org/W1997713206","https://openalex.org/W2000065263","https://openalex.org/W2025723988","https://openalex.org/W2030921047","https://openalex.org/W2086551016","https://openalex.org/W2099111195","https://openalex.org/W2107179483","https://openalex.org/W2114767615","https://openalex.org/W2138517136","https://openalex.org/W2139828503","https://openalex.org/W2989426393","https://openalex.org/W4238957295","https://openalex.org/W6639779626"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2093578348","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2382415248","https://openalex.org/W1973438268","https://openalex.org/W154154853"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"propose":[4],"a":[5,13,26,60],"novel":[6],"method":[7,72],"of":[8,50,69,91],"fault":[9,41,65],"detection":[10,42],"based":[11],"on":[12,55],"clustering":[14],"algorithm":[15,79],"developed":[16,32],"in":[17,84,88],"the":[18,35,40,48,56,64,70,89],"information":[19,45],"theoretic":[20],"framework.":[21],"A":[22],"mathematical":[23],"formulation":[24],"for":[25,39,63],"multi-input":[27],"multi-output":[28],"(MIMO)":[29],"system":[30],"is":[31,59,73],"to":[33,80],"identify":[34],"most":[36],"informative":[37],"signals":[38],"using":[43],"mutual":[44],"(MI)":[46],"as":[47],"measure":[49],"correlation":[51],"among":[52],"various":[53,82],"measurements":[54],"system.":[57],"This":[58],"model-independent":[61],"approach":[62],"detection.":[66],"The":[67],"effectiveness":[68],"proposed":[71],"successfully":[74],"demonstrated":[75],"by":[76],"employing":[77],"MI-based":[78],"isolate":[81],"faults":[83],"16-cylinder":[85],"diesel":[86],"engine":[87],"form":[90],"distinct":[92],"clusters.":[93]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}