{"id":"https://openalex.org/W1511366760","doi":"https://doi.org/10.23919/ecc.2003.7084951","title":"Model-based fault detection of vacuum cleaner motors","display_name":"Model-based fault detection of vacuum cleaner motors","publication_year":2003,"publication_date":"2003-09-01","ids":{"openalex":"https://openalex.org/W1511366760","doi":"https://doi.org/10.23919/ecc.2003.7084951","mag":"1511366760"},"language":"en","primary_location":{"id":"doi:10.23919/ecc.2003.7084951","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.2003.7084951","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 European Control Conference (ECC)","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/A5039190931","display_name":"Andrej Rakar","orcid":null},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Andrej Rakar","raw_affiliation_strings":["Department of Systems and Control, Jo\u017eef Stefan Institute, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Control, Jo\u017eef Stefan Institute, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039190931"],"corresponding_institution_ids":["https://openalex.org/I3006985408"],"apc_list":null,"apc_paid":null,"fwci":0.8094,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.76366283,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"180","last_page":"185"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9995999932289124,"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":0.9995999932289124,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9854000210762024,"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/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.7046756148338318},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.6514033675193787},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5675073862075806},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5637314319610596},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5313378572463989},{"id":"https://openalex.org/keywords/false-alarm","display_name":"False alarm","score":0.47151243686676025},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3929517865180969},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3739457130432129},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.364635705947876},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3529086112976074},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.3407173752784729},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.22045600414276123},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.13458651304244995}],"concepts":[{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.7046756148338318},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.6514033675193787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5675073862075806},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5637314319610596},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5313378572463989},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.47151243686676025},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3929517865180969},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3739457130432129},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.364635705947876},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3529086112976074},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.3407173752784729},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.22045600414276123},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.13458651304244995},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"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/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ecc.2003.7084951","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.2003.7084951","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 European Control Conference (ECC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1588218153","https://openalex.org/W2019207321","https://openalex.org/W2047387491","https://openalex.org/W2079325629","https://openalex.org/W2616001552"],"related_works":["https://openalex.org/W2114654021","https://openalex.org/W2263529430","https://openalex.org/W2389800468","https://openalex.org/W4390103748","https://openalex.org/W2763641192","https://openalex.org/W2150377753","https://openalex.org/W2392430664","https://openalex.org/W3162202563","https://openalex.org/W2377425550","https://openalex.org/W3006331445"],"abstract_inverted_index":{"A":[0],"semi-physical":[1],"model":[2,24,30,67],"aimed":[3],"for":[4],"detection":[5],"of":[6,64,89],"incipient":[7],"faults":[8,21],"in":[9],"electrical":[10],"motors":[11],"is":[12,25,45,57,78,114],"presented.":[13,58],"In":[14,59],"order":[15],"to":[16,20,47,101],"gain":[17],"high":[18],"sensitivity":[19,100],"a":[22,28,40],"physical":[23,66,91],"combined":[26],"with":[27],"black-box":[29],"based":[31],"on":[32],"Adaptive":[33],"Network-based":[34],"Fuzzy":[35],"Inference":[36],"System":[37],"(ANFIS)":[38],"as":[39,116],"corrective":[41],"term.":[42],"The":[43,51],"method":[44],"applied":[46],"vacuum":[48],"cleaner":[49],"motors.":[50],"architecture":[52],"and":[53,110],"hybrid":[54],"learning":[55,83],"procedure":[56],"the":[60,65,75,87,90],"first":[61],"step,":[62],"parameters":[63,92],"are":[68],"identified":[69],"by":[70,80],"simple":[71],"least-squares":[72],"method.":[73],"Then,":[74],"modelling":[76],"error":[77],"compensated":[79],"adaptive":[81],"network":[82],"procedure.":[84],"This":[85],"way,":[86],"meaning":[88],"can":[93],"be":[94],"preserved.":[95],"Diagnostic":[96],"results":[97],"show":[98],"higher":[99],"faults,":[102],"which":[103],"enables":[104],"reliable":[105],"fault":[106],"detection.":[107],"Consequently,":[108],"false":[109],"missed":[111],"alarm":[112],"ratio":[113],"reduced":[115],"well.":[117]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}