{"id":"https://openalex.org/W2130639595","doi":"https://doi.org/10.3390/s141121549","title":"Chaotic Extension Neural Network Theory-Based XXY Stage Collision Fault Detection Using a Single Accelerometer Sensor","display_name":"Chaotic Extension Neural Network Theory-Based XXY Stage Collision Fault Detection Using a Single Accelerometer Sensor","publication_year":2014,"publication_date":"2014-11-14","ids":{"openalex":"https://openalex.org/W2130639595","doi":"https://doi.org/10.3390/s141121549","mag":"2130639595","pmid":"https://pubmed.ncbi.nlm.nih.gov/25405512"},"language":"en","primary_location":{"id":"doi:10.3390/s141121549","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s141121549","pdf_url":"https://www.mdpi.com/1424-8220/14/11/21549/pdf?version=1415968816","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/14/11/21549/pdf?version=1415968816","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036331502","display_name":"Chin\u2010Tsung Hsieh","orcid":"https://orcid.org/0000-0002-8825-0826"},"institutions":[{"id":"https://openalex.org/I65446980","display_name":"National Chin-Yi University of Technology","ror":"https://ror.org/040bs6h16","country_code":"TW","type":"education","lineage":["https://openalex.org/I65446980"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chin-Tsung Hsieh","raw_affiliation_strings":["Department of Electrical Engineering, National Chin-Yi University of Technology, Taichung 41170, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Chin-Yi University of Technology, Taichung 41170, Taiwan","institution_ids":["https://openalex.org/I65446980"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058523761","display_name":"Her\u2010Terng Yau","orcid":"https://orcid.org/0000-0002-1187-1771"},"institutions":[{"id":"https://openalex.org/I65446980","display_name":"National Chin-Yi University of Technology","ror":"https://ror.org/040bs6h16","country_code":"TW","type":"education","lineage":["https://openalex.org/I65446980"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Her-Terng Yau","raw_affiliation_strings":["Department of Electrical Engineering, National Chin-Yi University of Technology, Taichung 41170, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Chin-Yi University of Technology, Taichung 41170, Taiwan","institution_ids":["https://openalex.org/I65446980"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023047520","display_name":"Shang\u2010Yi Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I65446980","display_name":"National Chin-Yi University of Technology","ror":"https://ror.org/040bs6h16","country_code":"TW","type":"education","lineage":["https://openalex.org/I65446980"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shang-Yi Wu","raw_affiliation_strings":["Department of Electrical Engineering, National Chin-Yi University of Technology, Taichung 41170, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Chin-Yi University of Technology, Taichung 41170, Taiwan","institution_ids":["https://openalex.org/I65446980"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029470550","display_name":"Huo-Cheng Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I65446980","display_name":"National Chin-Yi University of Technology","ror":"https://ror.org/040bs6h16","country_code":"TW","type":"education","lineage":["https://openalex.org/I65446980"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Huo-Cheng Lin","raw_affiliation_strings":["Department of Electrical Engineering, National Chin-Yi University of Technology, Taichung 41170, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Chin-Yi University of Technology, Taichung 41170, Taiwan","institution_ids":["https://openalex.org/I65446980"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I65446980"],"apc_list":{"value":2600,"currency":"CHF","value_usd":3137},"apc_paid":{"value":2600,"currency":"CHF","value_usd":3137},"fwci":0.0,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.17072349,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"14","issue":"11","first_page":"21549","last_page":"21564"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9930999875068665,"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":0.9930999875068665,"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":0.9886000156402588,"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/T10244","display_name":"Chaos control and synchronization","score":0.9520000219345093,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.7152855396270752},{"id":"https://openalex.org/keywords/collision","display_name":"Collision","score":0.6383944153785706},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.5542277693748474},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.509063184261322},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.49593862891197205},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.4952632486820221},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4633380174636841},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4514424800872803},{"id":"https://openalex.org/keywords/fault-simulator","display_name":"Fault Simulator","score":0.44993922114372253},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.4461614787578583},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.42938053607940674},{"id":"https://openalex.org/keywords/stuck-at-fault","display_name":"Stuck-at fault","score":0.39267203211784363},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.3839329183101654},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3413729667663574},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24272850155830383},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15600481629371643},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08985459804534912},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.0762319266796112}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.7152855396270752},{"id":"https://openalex.org/C121704057","wikidata":"https://www.wikidata.org/wiki/Q352070","display_name":"Collision","level":2,"score":0.6383944153785706},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.5542277693748474},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.509063184261322},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.49593862891197205},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.4952632486820221},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4633380174636841},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4514424800872803},{"id":"https://openalex.org/C2776365744","wikidata":"https://www.wikidata.org/wiki/Q5438149","display_name":"Fault Simulator","level":5,"score":0.44993922114372253},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.4461614787578583},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.42938053607940674},{"id":"https://openalex.org/C13625343","wikidata":"https://www.wikidata.org/wiki/Q7627418","display_name":"Stuck-at fault","level":4,"score":0.39267203211784363},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.3839329183101654},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3413729667663574},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24272850155830383},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15600481629371643},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08985459804534912},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0762319266796112},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"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/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/s141121549","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s141121549","pdf_url":"https://www.mdpi.com/1424-8220/14/11/21549/pdf?version=1415968816","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:25405512","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25405512","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":"Journal Article"},{"id":"pmh:oai:europepmc.org:3262462","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4279549","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:e10ff3332e6a4e80845493bd29bc27f2","is_oa":true,"landing_page_url":"https://doaj.org/article/e10ff3332e6a4e80845493bd29bc27f2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 14, Iss 11, Pp 21549-21564 (2014)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s141121549","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s141121549","pdf_url":"https://www.mdpi.com/1424-8220/14/11/21549/pdf?version=1415968816","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2130639595.pdf","grobid_xml":"https://content.openalex.org/works/W2130639595.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W56212288","https://openalex.org/W1563913119","https://openalex.org/W1965392664","https://openalex.org/W1968987968","https://openalex.org/W1988797823","https://openalex.org/W1991721308","https://openalex.org/W2108657028","https://openalex.org/W2112312998","https://openalex.org/W2116838159","https://openalex.org/W2128865404","https://openalex.org/W2132858010","https://openalex.org/W2134815257","https://openalex.org/W2147673855","https://openalex.org/W2162445046","https://openalex.org/W2163984882","https://openalex.org/W2167834009","https://openalex.org/W2174290408","https://openalex.org/W2176629505","https://openalex.org/W2985832853","https://openalex.org/W6602290629"],"related_works":["https://openalex.org/W2181492660","https://openalex.org/W32542849","https://openalex.org/W1999039453","https://openalex.org/W1964801859","https://openalex.org/W2391099074","https://openalex.org/W2048388023","https://openalex.org/W2156838259","https://openalex.org/W2031110496","https://openalex.org/W2542800311","https://openalex.org/W2169757786"],"abstract_inverted_index":{"The":[0,17,43,58,96,112,127],"collision":[1,103,155,159,175],"fault":[2,85,117,136,144,156,185],"detection":[3],"of":[4,40,66,76,84,99,115,119,134,177],"a":[5,182],"XXY":[6,121,179],"stage":[7,18,122,135,143],"is":[8,46,105,129,162,200],"proposed":[9],"for":[10,125,131,174],"the":[11,26,37,41,49,71,82,89,120,165,178,184,197],"first":[12],"time":[13],"in":[14,91,148],"this":[15,149],"paper.":[16],"characteristic":[19,61],"signals":[20,54],"are":[21,79,146],"extracted":[22],"and":[23,28,56,63,73,102,157,195],"imported":[24],"into":[25],"master":[27],"slave":[29],"chaos":[30,50],"error":[31,53],"systems":[32],"by":[33,87,107],"signal":[34,93],"filtering":[35],"from":[36,48],"vibratory":[38],"magnitude":[39],"stage.":[42,180],"trajectory":[44,77,94],"diagram":[45],"made":[47],"synchronization":[51],"dynamic":[52],"E1":[55],"E2.":[57],"distance":[59],"between":[60],"positive":[62],"negative":[64],"centers":[65],"gravity,":[67],"as":[68,70,81],"well":[69],"maximum":[72],"minimum":[74],"distances":[75],"diagram,":[78],"captured":[80],"characteristics":[83],"recognition":[86],"observing":[88],"variation":[90],"various":[92,116],"diagrams.":[95],"matter-element":[97],"model":[98],"normal":[100,152],"status":[101,104,137],"built":[106],"an":[108,139],"extension":[109],"neural":[110],"network.":[111],"correlation":[113],"grade":[114],"statuses":[118,145],"was":[123],"calculated":[124],"diagnosis.":[126],"dSPACE":[128],"used":[130],"real-time":[132],"analysis":[133],"with":[138],"accelerometer":[140],"sensor.":[141],"Three":[142],"detected":[147],"study,":[150],"including":[151],"status,":[153],"Y":[154],"X":[158],"fault.":[160],"It":[161],"shown":[163],"that":[164],"scheme":[166],"can":[167,188],"have":[168],"at":[169],"least":[170],"75%":[171],"diagnosis":[172,186],"rate":[173],"faults":[176],"As":[181],"result,":[183],"system":[187],"be":[189],"implemented":[190],"using":[191],"just":[192],"one":[193],"sensor,":[194],"consequently":[196],"hardware":[198],"cost":[199],"significantly":[201],"reduced.":[202]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-08-27T14:10:00.468798","created_date":"2025-10-10T00:00:00"}