{"id":"https://openalex.org/W2295500009","doi":"https://doi.org/10.3233/jid-2015-0017","title":"Adaptive Neuro-Fuzzy Inference System Models for Force Prediction of a Mechatronic Flexible Structure","display_name":"Adaptive Neuro-Fuzzy Inference System Models for Force Prediction of a Mechatronic Flexible Structure","publication_year":2016,"publication_date":"2016-01-04","ids":{"openalex":"https://openalex.org/W2295500009","doi":"https://doi.org/10.3233/jid-2015-0017","mag":"2295500009"},"language":"en","primary_location":{"id":"doi:10.3233/jid-2015-0017","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jid-2015-0017","pdf_url":null,"source":{"id":"https://openalex.org/S4210168637","display_name":"Journal of Integrated Design and Process Science","issn_l":"1092-0617","issn":["1092-0617","1875-8959"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Integrated Design and Process Science","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/A5070138703","display_name":"Sofiane Achiche","orcid":"https://orcid.org/0000-0002-7730-0701"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"S. Achiche","raw_affiliation_strings":["Department of Mechanical Engineering, \u00c9cole Polytechnique de Montr\u00e9al, Qu\u00e9bec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, \u00c9cole Polytechnique de Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036587059","display_name":"M. Shlechtingen","orcid":null},"institutions":[{"id":"https://openalex.org/I133845707","display_name":"Energie Baden-W\u00fcrttemberg (Germany)","ror":"https://ror.org/041shdj17","country_code":"DE","type":"company","lineage":["https://openalex.org/I133845707"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M. Shlechtingen","raw_affiliation_strings":["Department of Technical Operation Wind Offshore, EnBW Erneuerbare Energien GmbH, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Technical Operation Wind Offshore, EnBW Erneuerbare Energien GmbH, Germany","institution_ids":["https://openalex.org/I133845707"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030155623","display_name":"Maxime Raison","orcid":"https://orcid.org/0000-0002-0311-456X"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"M. Raison","raw_affiliation_strings":["Department of Mechanical Engineering, \u00c9cole Polytechnique de Montr\u00e9al, Qu\u00e9bec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, \u00c9cole Polytechnique de Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112620665","display_name":"Luc Baron","orcid":"https://orcid.org/0009-0006-2269-3284"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"L. Baron","raw_affiliation_strings":["Department of Mechanical Engineering, \u00c9cole Polytechnique de Montr\u00e9al, Qu\u00e9bec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, \u00c9cole Polytechnique de Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017241085","display_name":"Ilmar F. Santos","orcid":"https://orcid.org/0000-0002-8441-5523"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"I.F. Santos","raw_affiliation_strings":["Department of Mechanical Engineering, Section of Solid Mechanics, Technical University of Denmark, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Section of Solid Mechanics, Technical University of Denmark, Denmark","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070138703"],"corresponding_institution_ids":["https://openalex.org/I45683168"],"apc_list":null,"apc_paid":null,"fwci":0.4569,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.64938469,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"19","issue":"3","first_page":"77","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.9865000247955322,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9814000129699707,"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/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.7469280958175659},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5908064246177673},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45972082018852234},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.44919630885124207},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.42914247512817383},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3325732946395874},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3258313834667206},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.3104099631309509},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.22392866015434265}],"concepts":[{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.7469280958175659},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5908064246177673},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45972082018852234},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.44919630885124207},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.42914247512817383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3325732946395874},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3258313834667206},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.3104099631309509},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.22392866015434265},{"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/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"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/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3233/jid-2015-0017","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jid-2015-0017","pdf_url":null,"source":{"id":"https://openalex.org/S4210168637","display_name":"Journal of Integrated Design and Process Science","issn_l":"1092-0617","issn":["1092-0617","1875-8959"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Integrated Design and Process Science","raw_type":"journal-article"},{"id":"pmh:oai:publications.polymtl.ca:34009","is_oa":false,"landing_page_url":"https://publications.polymtl.ca/34009/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401013","display_name":"PolyPublie (\u00c9cole Polytechnique de Montr\u00e9al)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45683168","host_organization_name":"Polytechnique Montr\u00e9al","host_organization_lineage":["https://openalex.org/I45683168"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article de revue"},{"id":"pmh:oai:pure.atira.dk:publications/0fb61a6d-1c28-4e47-a308-7abf0ae88850","is_oa":false,"landing_page_url":"https://orbit.dtu.dk/en/publications/0fb61a6d-1c28-4e47-a308-7abf0ae88850","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Achiche , S , Shlechtingen , M , Raison , M , Baron , L & Santos , I 2016 , ' Adaptive Neuro-Fuzzy Inference System Models for Force Prediction of a Mechatronic Flexible Structure ' , Journal of Integrated Design & Process Science , vol. 19 , no. 3 , pp. 77-94 . https://doi.org/10.3233/jid-2015-0017","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W657160825","https://openalex.org/W1485268022","https://openalex.org/W1527969583","https://openalex.org/W1562402498","https://openalex.org/W1967133285","https://openalex.org/W1994904501","https://openalex.org/W2009637664","https://openalex.org/W2019207321","https://openalex.org/W2021606079","https://openalex.org/W2057761728","https://openalex.org/W2063750033","https://openalex.org/W2069098522","https://openalex.org/W2085629944","https://openalex.org/W2104832047","https://openalex.org/W2108360120","https://openalex.org/W2130915832","https://openalex.org/W2132740053","https://openalex.org/W2165842128","https://openalex.org/W2346486611","https://openalex.org/W2799061466"],"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":{"This":[0,154],"paper":[1,194],"presents":[2],"the":[3,11,63,71,76,80,97,103,110,126,129,132,135,143,158,174,177,184,222,228,234,244,253,269,290],"results":[4,190],"obtained":[5,89,191],"from":[6,90],"a":[7,27,35,50,92,115,140,146,214],"research":[8],"work":[9],"investigating":[10],"performance":[12,101,149,186],"of":[13,47,59,102,128,142,157,176,217,247,289],"different":[14,168],"Adaptive":[15],"Neuro-Fuzzy":[16],"Inference":[17],"System":[18],"(ANFIS)":[19],"models":[20,60,84,105,160,198,270],"developed":[21,104],"to":[22,124,161,202,287],"predict":[23],"excitation":[24,94,165,169],"forces":[25,166],"on":[26,96,114,183],"dynamically":[28],"loaded":[29,210],"flexible":[30,36,98,211],"structure.":[31,99],"For":[32,139],"this":[33,193],"purpose,":[34],"structure":[37],"is":[38,106,122,151,187,219,231],"equipped":[39],"with":[40,167],"ac":[41],"celeration":[42],"transducers":[43],"at":[44],"each":[45],"degree":[46,216],"freedom":[48],"and":[49,55,79,134,163,171,180],"force":[51,95,137,206],"transducer":[52,229],"for":[53,208,233,243],"validation":[54],"training.":[56],"Two":[57],"types":[58],"were":[61],"developed;":[62],"first":[64],"type":[65,73,255],"uses":[66],"current":[67,77,273],"accelerations":[68,78],"only":[69,272],"while":[70,268],"second":[72],"considers":[74],"both":[75],"historical":[81,257],"values.":[82],"The":[83,100,119,189,249],"are":[85,284],"trained":[86,159,266,281],"using":[87,271],"data":[88],"applying":[91],"random":[93],"evaluated":[107],"by":[108],"analyzing":[109],"prediction":[111,117,278],"capabilities":[112],"based":[113],"normalized":[116],"error.":[118],"frequency":[120,179],"domain":[121],"considered":[123],"analyze":[125],"similarity":[127],"frequencies":[130,170],"in":[131,192,264,280],"predicted":[133],"original":[136],"signal.":[138],"selection":[141,246],"best":[144],"models,":[145],"more":[147],"advanced":[148],"analysis":[150],"carried":[152],"out.":[153],"includes":[155],"application":[156],"deterministic":[162],"non-deterministic":[164],"amplitudes.":[172],"Additionally,":[173],"influence":[175],"sampling":[178],"sensor":[181],"location":[182,230],"model":[185,235,254],"investigated.":[188],"show":[195],"that":[196,227,252],"ANFIS":[197],"can":[199],"be":[200],"used":[201],"set":[203],"up":[204],"reliable":[205],"predictors":[207],"dynamical":[209],"structures,":[212],"when":[213,262],"certain":[215],"inaccuracy":[218],"accepted.":[220],"Furthermore,":[221],"comparison":[223],"study":[224],"points":[225],"out":[226],"crucial":[232],"performance.":[236],"However,":[237],"there":[238],"exists":[239],"no":[240],"general":[241],"solution":[242],"final":[245],"models.":[248],"findings":[250],"showed":[251],"employing":[256],"values":[258,274],"gives":[259],"better":[260],"predictions":[261],"operating":[263],"their":[265],"regions":[267,282],"have":[275],"generally":[276],"higher":[277],"errors":[279],"but":[283],"less":[285],"sensitive":[286],"changes":[288],"system":[291],"dynamics":[292],"history.":[293]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}