{"id":"https://openalex.org/W4205125921","doi":"https://doi.org/10.1109/icsrs53853.2021.9660628","title":"Data Augmentation for Vibration Signals using System Identification Techniques","display_name":"Data Augmentation for Vibration Signals using System Identification Techniques","publication_year":2021,"publication_date":"2021-11-24","ids":{"openalex":"https://openalex.org/W4205125921","doi":"https://doi.org/10.1109/icsrs53853.2021.9660628"},"language":"en","primary_location":{"id":"doi:10.1109/icsrs53853.2021.9660628","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsrs53853.2021.9660628","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 5th International Conference on System Reliability and Safety (ICSRS)","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/A5077201934","display_name":"Amanda Lucatto Marra","orcid":"https://orcid.org/0000-0002-7653-694X"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Amanda Lucatto Marra","raw_affiliation_strings":["Escola Polit\u00e9cnica, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Escola Polit\u00e9cnica, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005286679","display_name":"Rodrigo Juliani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rodrigo Juliani","raw_affiliation_strings":["Minerva Controls, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Minerva Controls, S\u00e3o Paulo, Brazil","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006307557","display_name":"Claudio Garc\u00eda","orcid":"https://orcid.org/0000-0002-0854-3558"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Claudio Garcia","raw_affiliation_strings":["Escola Polit\u00e9cnica, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Escola Polit\u00e9cnica, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4166,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.63305768,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"281","last_page":"285"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9994999766349792,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9994999766349792,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10876","display_name":"Fault Detection and Control Systems","score":0.9829999804496765,"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/signal","display_name":"SIGNAL (programming language)","score":0.74964839220047},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7020516991615295},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.6880272626876831},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6386972665786743},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.6146576404571533},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.5674577355384827},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.48427528142929077},{"id":"https://openalex.org/keywords/time-domain","display_name":"Time domain","score":0.4632505178451538},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44971075654029846},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4370800256729126},{"id":"https://openalex.org/keywords/harmonic","display_name":"Harmonic","score":0.4324624538421631},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38822701573371887},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.35739821195602417},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24115222692489624},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.15237310528755188},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.13416466116905212},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12753963470458984}],"concepts":[{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.74964839220047},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7020516991615295},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.6880272626876831},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6386972665786743},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.6146576404571533},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.5674577355384827},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.48427528142929077},{"id":"https://openalex.org/C103824480","wikidata":"https://www.wikidata.org/wiki/Q185889","display_name":"Time domain","level":2,"score":0.4632505178451538},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44971075654029846},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4370800256729126},{"id":"https://openalex.org/C127934551","wikidata":"https://www.wikidata.org/wiki/Q1148098","display_name":"Harmonic","level":2,"score":0.4324624538421631},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38822701573371887},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.35739821195602417},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24115222692489624},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.15237310528755188},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.13416466116905212},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12753963470458984},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsrs53853.2021.9660628","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsrs53853.2021.9660628","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 5th International Conference on System Reliability and Safety (ICSRS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323339","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W178056938","https://openalex.org/W2584994008","https://openalex.org/W2902985761","https://openalex.org/W2910881901","https://openalex.org/W2952218682","https://openalex.org/W2970865410","https://openalex.org/W2995758361","https://openalex.org/W3037611653","https://openalex.org/W3056439666","https://openalex.org/W3080922524","https://openalex.org/W3090887241","https://openalex.org/W4254218124"],"related_works":["https://openalex.org/W2782295999","https://openalex.org/W1970292246","https://openalex.org/W2162306796","https://openalex.org/W2015118744","https://openalex.org/W4247952185","https://openalex.org/W1642462315","https://openalex.org/W2005619368","https://openalex.org/W2065140124","https://openalex.org/W1879092539","https://openalex.org/W2526155427"],"abstract_inverted_index":{"Fault":[0],"diagnosis":[1],"of":[2,13,53,64,153,161,187,204],"rotating":[3,205],"machines":[4],"by":[5,67,106,165],"neural":[6],"networks":[7],"can":[8],"be":[9,25],"compromised":[10],"in":[11,19,48,57,140,183,215],"cases":[12],"imbalanced":[14],"datasets,":[15],"a":[16,100,158,195,207],"common":[17],"situation":[18],"the":[20,49,51,58,62,73,112,116,125,150,168,174,180,184,190,216],"industry,":[21],"where":[22,115,142],"it":[23,97,132],"might":[24],"necessary":[26],"to":[27,149,179,189],"create":[28],"new":[29,101,196],"data":[30,35,197],"artificially.":[31],"This":[32,192],"subject,":[33],"called":[34],"augmentation,":[36],"is":[37,98,119,137],"very":[38,171,208],"recent":[39],"and,":[40],"for":[41,77,91,201],"vibration":[42,102,126,162,202],"signals,":[43],"two":[44],"approaches":[45],"are":[46,84,147],"found":[47],"literature:":[50],"utilization":[52],"signal":[54,65,82,103,118,127,145,163],"processing":[55],"techniques":[56,110],"time":[59],"domain,":[60,114],"and":[61,124,211],"creation":[63],"models":[66],"General":[68],"Adversarial":[69],"Network":[70],"(GAN)":[71],"from":[72],"existing":[74],"signals.":[75],"However,":[76],"this":[78,92,135],"last":[79],"one,":[80],"many":[81,154],"samples":[83],"necessary,":[85],"which":[86],"may":[87],"prevent":[88],"its":[89],"use":[90],"end.":[93],"As":[94],"an":[95],"alternative,":[96],"proposed":[99],"modelling":[104,164],"method":[105,136],"using":[107],"System":[108,166],"Identification":[109],"at":[111],"frequency":[113,185],"trigger":[117],"used":[120],"as":[121,128],"model":[122,175],"input":[123],"output.":[129],"By":[130],"how":[131],"was":[133],"structured,":[134],"only":[138,143],"applicable":[139],"situations":[141],"harmonic":[144],"components":[146],"relevant":[148,209],"diagnostics,":[151],"case":[152],"practical":[155],"situations.":[156],"For":[157],"first":[159],"attempt":[160],"Identification,":[167],"results":[169],"were":[170],"satisfactory,":[172],"since":[173],"responded":[176],"with":[177],"similarity":[178],"collected":[181],"signals":[182,203],"band":[186],"interest":[188],"application.":[191],"work":[193],"opens":[194],"augmentation":[198],"research":[199],"possibility":[200],"machinery,":[206],"area":[210],"still":[212],"little":[213],"explored":[214],"literature.":[217]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}