{"id":"https://openalex.org/W4239301073","doi":"https://doi.org/10.23919/ecc.1999.7099545","title":"Nonparametric kernel smoothing for model-free fault symptom generation","display_name":"Nonparametric kernel smoothing for model-free fault symptom generation","publication_year":1999,"publication_date":"1999-08-01","ids":{"openalex":"https://openalex.org/W4239301073","doi":"https://doi.org/10.23919/ecc.1999.7099545"},"language":"en","primary_location":{"id":"doi:10.23919/ecc.1999.7099545","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.1999.7099545","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1999 European Control Conference (ECC)","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/A5000999290","display_name":"Gianfranco Fenu","orcid":"https://orcid.org/0000-0003-0867-8388"},"institutions":[{"id":"https://openalex.org/I142444530","display_name":"University of Trieste","ror":"https://ror.org/02n742c10","country_code":"IT","type":"education","lineage":["https://openalex.org/I142444530"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Fenu","raw_affiliation_strings":["Universita degli Studi di Trieste, Trieste, Friuli-Venezia Giulia, IT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universita degli Studi di Trieste, Trieste, Friuli-Venezia Giulia, IT","institution_ids":["https://openalex.org/I142444530"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016559625","display_name":"T. Parisini","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"T. Parisini","raw_affiliation_strings":["Politecnico di Milano, Milano, Lombardia, IT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Milano, Lombardia, IT","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1619","last_page":"1624"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9987999796867371,"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":0.9987999796867371,"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/T11663","display_name":"Viral Infectious Diseases and Gene Expression in Insects","score":0.9746999740600586,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9641000032424927,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.7416731119155884},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.6913939714431763},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6847842335700989},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.6606482267379761},{"id":"https://openalex.org/keywords/kernel-smoother","display_name":"Kernel smoother","score":0.6525878310203552},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.6177597045898438},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5755723714828491},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.4324690103530884},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37417662143707275},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.3596324920654297},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33296120166778564},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1687069535255432},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.16360890865325928},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.060929447412490845},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.049828916788101196}],"concepts":[{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.7416731119155884},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.6913939714431763},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6847842335700989},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.6606482267379761},{"id":"https://openalex.org/C27406209","wikidata":"https://www.wikidata.org/wiki/Q6394203","display_name":"Kernel smoother","level":5,"score":0.6525878310203552},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.6177597045898438},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5755723714828491},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4324690103530884},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37417662143707275},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.3596324920654297},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33296120166778564},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1687069535255432},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.16360890865325928},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.060929447412490845},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.049828916788101196},{"id":"https://openalex.org/C75866337","wikidata":"https://www.wikidata.org/wiki/Q7280263","display_name":"Radial basis function kernel","level":4,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"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:10.23919/ecc.1999.7099545","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.1999.7099545","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1999 European Control Conference (ECC)","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":0,"referenced_works":[],"related_works":["https://openalex.org/W2552416899","https://openalex.org/W4206381862","https://openalex.org/W1509119367","https://openalex.org/W1833023352","https://openalex.org/W2153213534","https://openalex.org/W2740619373","https://openalex.org/W2114275252","https://openalex.org/W2382704364","https://openalex.org/W2420851703","https://openalex.org/W2129102061"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"some":[3,51],"new":[4],"developments":[5],"to":[6,11,41,50],"a":[7],"recently":[8],"proposed":[9,73],"approach":[10],"the":[12,25,32,45,69,72],"generation":[13],"of":[14,31,71],"fault":[15,58],"symptoms":[16],"in":[17,24,44],"dynamic":[18],"systems.":[19],"The":[20,36],"method":[21],"is":[22,34,60,66],"model-free,":[23],"sense":[26],"that":[27],"no":[28],"analytical":[29],"model":[30],"plant":[33,46],"needed.":[35],"kernel-smoother":[37],"makes":[38],"it":[39],"possible":[40],"detect":[42],"changes":[43],"dynamics,":[47],"possibly":[48],"due":[49],"malfunction.":[52],"A":[53],"simple":[54],"sufficient":[55],"condition":[56],"for":[57],"detectability":[59],"presented":[61],"and":[62],"an":[63],"application":[64],"example":[65],"given,":[67],"showing":[68],"effectiveness":[70],"method.":[74]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
