{"id":"https://openalex.org/W2048964182","doi":"https://doi.org/10.1109/tie.2014.2361600","title":"Sensor Failure Detection, Identification, and Accommodation Using Fully Connected Cascade Neural Network","display_name":"Sensor Failure Detection, Identification, and Accommodation Using Fully Connected Cascade Neural Network","publication_year":2014,"publication_date":"2014-10-08","ids":{"openalex":"https://openalex.org/W2048964182","doi":"https://doi.org/10.1109/tie.2014.2361600","mag":"2048964182"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2014.2361600","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2014.2361600","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-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/A5055773881","display_name":"Saed Hussain","orcid":null},"institutions":[{"id":"https://openalex.org/I185852735","display_name":"University of Central Lancashire","ror":"https://ror.org/010jbqd54","country_code":"GB","type":"education","lineage":["https://openalex.org/I185852735"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Saed Hussain","raw_affiliation_strings":["School of Computing, Engineering and Physical Sciences, University of Central Lancashire, Preston, U.K","Sch. of Comput., Eng. & Phys. Sci., Univ. of Central Lancashire, Preston, UK#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Physical Sciences, University of Central Lancashire, Preston, U.K","institution_ids":[]},{"raw_affiliation_string":"Sch. of Comput., Eng. & Phys. Sci., Univ. of Central Lancashire, Preston, UK#TAB#","institution_ids":["https://openalex.org/I185852735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041964500","display_name":"Maizura Mokhtar","orcid":"https://orcid.org/0000-0003-0460-3696"},"institutions":[{"id":"https://openalex.org/I185852735","display_name":"University of Central Lancashire","ror":"https://ror.org/010jbqd54","country_code":"GB","type":"education","lineage":["https://openalex.org/I185852735"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Maizura Mokhtar","raw_affiliation_strings":["School of Computing, Engineering and Physical Sciences, The University of Sheffield, Sheffield, U.K","Sch. of Comput., Eng. & Phys. Sci., Univ. of Central Lancashire, Preston, UK#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Physical Sciences, The University of Sheffield, Sheffield, U.K","institution_ids":[]},{"raw_affiliation_string":"Sch. of Comput., Eng. & Phys. Sci., Univ. of Central Lancashire, Preston, UK#TAB#","institution_ids":["https://openalex.org/I185852735"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111689578","display_name":"Joe Howe","orcid":null},"institutions":[{"id":"https://openalex.org/I185852735","display_name":"University of Central Lancashire","ror":"https://ror.org/010jbqd54","country_code":"GB","type":"education","lineage":["https://openalex.org/I185852735"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Joe M. Howe","raw_affiliation_strings":["School of Computing, Engineering and Physical Sciences, University of Chester, Chester, U.K","Sch. of Comput., Eng. & Phys. Sci., Univ. of Central Lancashire, Preston, UK#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Physical Sciences, University of Chester, Chester, U.K","institution_ids":[]},{"raw_affiliation_string":"Sch. of Comput., Eng. & Phys. Sci., Univ. of Central Lancashire, Preston, UK#TAB#","institution_ids":["https://openalex.org/I185852735"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055773881"],"corresponding_institution_ids":["https://openalex.org/I185852735"],"apc_list":null,"apc_paid":null,"fwci":8.205,"has_fulltext":false,"cited_by_count":97,"citation_normalized_percentile":{"value":0.97498337,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"62","issue":"3","first_page":"1683","last_page":"1692"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9912999868392944,"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/T11236","display_name":"Control Systems and Identification","score":0.9886000156402588,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7504300475120544},{"id":"https://openalex.org/keywords/cascade","display_name":"Cascade","score":0.7385031580924988},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6246690154075623},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5794053077697754},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5757426619529724},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5725482106208801},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.410104364156723},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3884068727493286},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3396575450897217}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7504300475120544},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.7385031580924988},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6246690154075623},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5794053077697754},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5757426619529724},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5725482106208801},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.410104364156723},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3884068727493286},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3396575450897217},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tie.2014.2361600","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2014.2361600","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-article"},{"id":"pmh:oai:napier-surface.worktribe.com:832571","is_oa":false,"landing_page_url":"http://researchrepository.napier.ac.uk/Output/832571","pdf_url":null,"source":{"id":"https://openalex.org/S4306400544","display_name":"Research Output (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311729","display_name":"University of Central Lancashire","ror":"https://ror.org/010jbqd54"},{"id":"https://openalex.org/F4320320337","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W857917974","https://openalex.org/W1586335931","https://openalex.org/W1882715183","https://openalex.org/W1938248875","https://openalex.org/W1977103858","https://openalex.org/W1980898137","https://openalex.org/W2009839680","https://openalex.org/W2019282798","https://openalex.org/W2020727748","https://openalex.org/W2020934227","https://openalex.org/W2022466535","https://openalex.org/W2029469800","https://openalex.org/W2034561262","https://openalex.org/W2035422067","https://openalex.org/W2054821116","https://openalex.org/W2055319365","https://openalex.org/W2060775327","https://openalex.org/W2073347206","https://openalex.org/W2083513507","https://openalex.org/W2085756368","https://openalex.org/W2094647618","https://openalex.org/W2095575776","https://openalex.org/W2101551717","https://openalex.org/W2102832680","https://openalex.org/W2104184131","https://openalex.org/W2105304725","https://openalex.org/W2112465475","https://openalex.org/W2121305551","https://openalex.org/W2125818553","https://openalex.org/W2126401236","https://openalex.org/W2135971422","https://openalex.org/W2137059822","https://openalex.org/W2137750473","https://openalex.org/W2139494503","https://openalex.org/W2141334004","https://openalex.org/W2142139608","https://openalex.org/W2143600961","https://openalex.org/W2150452098","https://openalex.org/W2152612784","https://openalex.org/W2156583593","https://openalex.org/W2160227679","https://openalex.org/W2165726452","https://openalex.org/W2169630701","https://openalex.org/W2170423728","https://openalex.org/W4211239876","https://openalex.org/W4254021309","https://openalex.org/W4256643532"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2356237567","https://openalex.org/W4308081923","https://openalex.org/W1976100036","https://openalex.org/W1521353230","https://openalex.org/W2386387936","https://openalex.org/W3213660063","https://openalex.org/W1596397513","https://openalex.org/W2145487113","https://openalex.org/W2107618490"],"abstract_inverted_index":{"Modern":[0],"control":[1],"systems":[2],"rely":[3],"heavily":[4],"on":[5,69],"their":[6],"sensors":[7,128],"for":[8,163],"reliable":[9],"operation.":[10],"Failure":[11],"of":[12,46,96,101,104,109,129,134,140],"a":[13,31,47,54,114],"sensor":[14,55],"could":[15,20],"destabilize":[16],"the":[17,25,41,70,84,102,107,165,175],"system,":[18],"which":[19],"have":[21],"serious":[22],"consequences":[23],"to":[24,33,112,160],"system's":[26],"operations.":[27],"Therefore,":[28],"there":[29],"is":[30,45,63,67,81,93,151],"need":[32],"detect":[34],"and":[35,59,106,124,154],"accommodate":[36],"such":[37],"failures,":[38],"particularly":[39],"if":[40],"system":[42],"in":[43,99,121,158],"question":[44],"safety":[48],"critical":[49],"application.":[50],"In":[51],"this":[52],"paper,":[53],"failure":[56],"detection,":[57],"identification,":[58],"accommodation":[60],"(SFDIA)":[61],"scheme":[62,66,118,148],"presented.":[64],"This":[65,90],"based":[68],"fully":[71],"connected":[72],"cascade":[73],"(FCC)":[74],"neural":[75],"network":[76],"(NN)":[77],"architecture.":[78,178],"The":[79,116,146],"NN":[80,91,177],"trained":[82],"using":[83],"neuron":[85,87],"by":[86],"learning":[88],"algorithm.":[89],"architecture":[92],"chosen":[94],"because":[95],"its":[97],"efficiency":[98],"terms":[100],"number":[103,108],"neurons":[105],"inputs":[110],"required":[111],"solve":[113],"problem.":[115],"SFDIA":[117,147],"considers":[119],"failures":[120],"pitch,":[122],"roll,":[123],"yaw":[125],"rate":[126],"gyro":[127],"an":[130],"aircraft.":[131],"A":[132],"total":[133],"105":[135],"experiments":[136],"were":[137],"conducted;":[138],"out":[139],"which,":[141],"only":[142],"one":[143],"went":[144],"undetected.":[145],"presented":[149],"here":[150],"efficient,":[152],"compact,":[153],"computationally":[155],"less":[156],"expensive,":[157],"comparison":[159],"schemes":[161],"using,":[162],"example,":[164],"popular":[166],"multilayer":[167],"perceptron":[168],"NN.":[169],"These":[170],"benefits":[171],"are":[172],"inherited":[173],"from":[174],"FCC":[176]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":4}],"updated_date":"2026-03-24T08:02:53.985720","created_date":"2025-10-10T00:00:00"}
