{"id":"https://openalex.org/W2059958348","doi":"https://doi.org/10.1155/2014/728564","title":"Wavelets Application in Prediction of Friction Stir Welding Parameters of Alloy Joints from Vibroacoustic ANN-Based Model","display_name":"Wavelets Application in Prediction of Friction Stir Welding Parameters of Alloy Joints from Vibroacoustic ANN-Based Model","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2059958348","doi":"https://doi.org/10.1155/2014/728564","mag":"2059958348"},"language":"en","primary_location":{"id":"doi:10.1155/2014/728564","doi":"https://doi.org/10.1155/2014/728564","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2014/728564","pdf_url":"https://downloads.hindawi.com/journals/aaa/2014/728564.pdf","source":{"id":"https://openalex.org/S54871839","display_name":"Abstract and Applied Analysis","issn_l":"1085-3375","issn":["1085-3375","1687-0409"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Abstract and Applied Analysis","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/aaa/2014/728564.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033892104","display_name":"Emilio Jim\u00e9nez Mac\u00edas","orcid":"https://orcid.org/0000-0001-6749-4592","observed_orcids":["https://orcid.org/0000-0001-6749-4592"]},"institutions":[{"id":"https://openalex.org/I168974976","display_name":"Universidad de La Rioja","ror":"https://ror.org/0553yr311","country_code":"ES","type":"education","lineage":["https://openalex.org/I168974976"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Emilio Jim\u00e9nez-Mac\u00edas","raw_affiliation_strings":["Electrical Engineering Department, University of La Rioja, 26004 Logro\u00f1o, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, University of La Rioja, 26004 Logro\u00f1o, Spain","institution_ids":["https://openalex.org/I168974976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087665359","display_name":"\u00c1ngel S\u00e1nchez Roca","orcid":"https://orcid.org/0000-0002-1384-0493","observed_orcids":["https://orcid.org/0000-0002-1384-0493"]},"institutions":[{"id":"https://openalex.org/I199856841","display_name":"Universidad de Oriente","ror":"https://ror.org/03kqap970","country_code":"CU","type":"education","lineage":["https://openalex.org/I199856841"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Angel S\u00e1nchez-Roca","raw_affiliation_strings":["Faculty of Mechanical Engineering, University of Oriente, 90900 Santiago de Cuba, Cuba"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Mechanical Engineering, University of Oriente, 90900 Santiago de Cuba, Cuba","institution_ids":["https://openalex.org/I199856841"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010008610","display_name":"Hip\u00f3lito Carvajal Fals","orcid":"https://orcid.org/0000-0001-5061-8763","observed_orcids":["https://orcid.org/0000-0001-5061-8763"]},"institutions":[{"id":"https://openalex.org/I199856841","display_name":"Universidad de Oriente","ror":"https://ror.org/03kqap970","country_code":"CU","type":"education","lineage":["https://openalex.org/I199856841"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Hip\u00f3lito Carvajal-Fals","raw_affiliation_strings":["Faculty of Mechanical Engineering, University of Oriente, 90900 Santiago de Cuba, Cuba"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Mechanical Engineering, University of Oriente, 90900 Santiago de Cuba, Cuba","institution_ids":["https://openalex.org/I199856841"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070300896","display_name":"Julio Blanco\u2010Fern\u00e1ndez","orcid":"https://orcid.org/0000-0002-7351-5342","observed_orcids":["https://orcid.org/0000-0002-7351-5342"]},"institutions":[{"id":"https://openalex.org/I168974976","display_name":"Universidad de La Rioja","ror":"https://ror.org/0553yr311","country_code":"ES","type":"education","lineage":["https://openalex.org/I168974976"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Julio Blanco-Fern\u00e1ndez","raw_affiliation_strings":["Mechanical Engineering Department, University of La Rioja, 26004 Logro\u00f1o, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical Engineering Department, University of La Rioja, 26004 Logro\u00f1o, Spain","institution_ids":["https://openalex.org/I168974976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013316464","display_name":"E. Mart\u00ednez","orcid":"https://orcid.org/0000-0002-3042-4803","observed_orcids":["https://orcid.org/0000-0002-3042-4803"]},"institutions":[{"id":"https://openalex.org/I168974976","display_name":"Universidad de La Rioja","ror":"https://ror.org/0553yr311","country_code":"ES","type":"education","lineage":["https://openalex.org/I168974976"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Eduardo Mart\u00ednez-C\u00e1mara","raw_affiliation_strings":["Mechanical Engineering Department, University of La Rioja, 26004 Logro\u00f1o, Spain"],"raw_orcid":"https://orcid.org/0000-0002-3042-4803","affiliations":[{"raw_affiliation_string":"Mechanical Engineering Department, University of La Rioja, 26004 Logro\u00f1o, Spain","institution_ids":["https://openalex.org/I168974976"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5033892104"],"corresponding_institution_ids":["https://openalex.org/I168974976"],"apc_list":{"value":1130,"currency":"USD","value_usd":1130},"apc_paid":{"value":1130,"currency":"USD","value_usd":1130},"fwci":0.3909,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.65786807,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"2014","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10723","display_name":"Advanced Welding Techniques Analysis","score":0.9984999895095825,"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/T10723","display_name":"Advanced Welding Techniques Analysis","score":0.9984999895095825,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.0006000000284984708,"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/T10188","display_name":"Advanced machining processes and optimization","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/friction-stir-welding","display_name":"friction stir welding","score":0.9980000257492065},{"id":"https://openalex.org/keywords/acoustic-emission","display_name":"acoustic emission","score":0.781000018119812},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"wavelet transform","score":0.9660000205039978},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8029999732971191},{"id":"https://openalex.org/keywords/welding-parameter-prediction","display_name":"welding parameter prediction","score":0.7720000147819519},{"id":"https://openalex.org/keywords/spindle-speed","display_name":"spindle speed","score":0.921999990940094},{"id":"https://openalex.org/keywords/travel-speed","display_name":"travel speed","score":0.7879999876022339},{"id":"https://openalex.org/keywords/tool-profile","display_name":"tool profile","score":0.9670000076293945},{"id":"https://openalex.org/keywords/tensile-strength","display_name":"tensile strength","score":0.9620000123977661},{"id":"https://openalex.org/keywords/vibroacoustic-signals","display_name":"vibroacoustic signals","score":0.7609999775886536},{"id":"https://openalex.org/keywords/automatic-process-control","display_name":"automated process control","score":0.699999988079071}],"concepts":[{"id":"https://openalex.org/C174598085","wikidata":"https://www.wikidata.org/wiki/Q746673","display_name":"Acoustic emission","level":2,"score":0.8356822729110718},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6653094291687012},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.575568437576294},{"id":"https://openalex.org/C19474535","wikidata":"https://www.wikidata.org/wiki/Q131172","display_name":"Welding","level":2,"score":0.5667209625244141},{"id":"https://openalex.org/C40367268","wikidata":"https://www.wikidata.org/wiki/Q2068127","display_name":"Friction stir welding","level":3,"score":0.5423529744148254},{"id":"https://openalex.org/C81063470","wikidata":"https://www.wikidata.org/wiki/Q1256787","display_name":"Rotational speed","level":2,"score":0.49673300981521606},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.4392934739589691},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42093268036842346},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4016050696372986},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3296395242214203},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31718766689300537},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.3097185492515564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28266972303390503},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07860943675041199},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1155/2014/728564","doi":"https://doi.org/10.1155/2014/728564","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2014/728564","pdf_url":"https://downloads.hindawi.com/journals/aaa/2014/728564.pdf","source":{"id":"https://openalex.org/S54871839","display_name":"Abstract and Applied Analysis","issn_l":"1085-3375","issn":["1085-3375","1687-0409"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Abstract and Applied Analysis","raw_type":"journal-article"},{"id":"pmh:oai:CULeuclid:euclid.aaa/1412277000","doi":null,"is_oa":false,"landing_page_url":"https://projecteuclid.org/euclid.aaa/1412277000","pdf_url":null,"source":{"id":"https://openalex.org/S4306400787","display_name":"Project Euclid (Cornell University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:RePEc:hin:jnlaaa:728564","doi":null,"is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/AAA/2014/728564.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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"},{"id":"pmh:oai:doaj.org/article:a0fc937419964bb48061ee2238271c59","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/a0fc937419964bb48061ee2238271c59","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,"listed_in":[],"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":"Abstract and Applied Analysis, Vol 2014 (2014)","raw_type":"article"},{"id":"pmh:oai:portal.dialnet.es:doc/5bbc696eb750603269e81b12","doi":null,"is_oa":true,"landing_page_url":"https://investigacion.unirioja.es/documentos/5bbc696eb750603269e81b12","pdf_url":null,"source":{"id":"https://openalex.org/S4306402551","display_name":"RIUR (Universidad de La Rioja)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I168974976","host_organization_name":"Universidad de La Rioja","host_organization_lineage":["https://openalex.org/I168974976"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.60692/4jfga-6h842","doi":"https://doi.org/10.60692/4jfga-6h842","is_oa":true,"landing_page_url":"https://doi.org/10.60692/4jfga-6h842","pdf_url":null,"source":{"id":"https://openalex.org/S7407051682","display_name":"Greater South Information System","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.60692/qga5g-yz710","doi":"https://doi.org/10.60692/qga5g-yz710","is_oa":true,"landing_page_url":"https://doi.org/10.60692/qga5g-yz710","pdf_url":null,"source":{"id":"https://openalex.org/S7407051682","display_name":"Greater South Information System","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1155/2014/728564","doi":"https://doi.org/10.1155/2014/728564","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2014/728564","pdf_url":"https://downloads.hindawi.com/journals/aaa/2014/728564.pdf","source":{"id":"https://openalex.org/S54871839","display_name":"Abstract and Applied Analysis","issn_l":"1085-3375","issn":["1085-3375","1687-0409"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Abstract and Applied Analysis","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2059958348.pdf","grobid_xml":"https://content.openalex.org/works/W2059958348.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1526594685","https://openalex.org/W1971200644","https://openalex.org/W1972150420","https://openalex.org/W1972657855","https://openalex.org/W1975173305","https://openalex.org/W1988758821","https://openalex.org/W1992883389","https://openalex.org/W1999881193","https://openalex.org/W2014575514","https://openalex.org/W2021244158","https://openalex.org/W2041246019","https://openalex.org/W2047632198","https://openalex.org/W2063084647","https://openalex.org/W2066102846","https://openalex.org/W2071676325","https://openalex.org/W2073057384","https://openalex.org/W2076402026","https://openalex.org/W2086124007","https://openalex.org/W2088099074","https://openalex.org/W2094431304","https://openalex.org/W2126066625","https://openalex.org/W2139892168","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4242466603","https://openalex.org/W1972150420","https://openalex.org/W4246926938","https://openalex.org/W3100626459","https://openalex.org/W2274763478","https://openalex.org/W7098091129","https://openalex.org/W2467043830","https://openalex.org/W2971703323","https://openalex.org/W2499561695","https://openalex.org/W2556231193"],"abstract_inverted_index":{"This":[0],"paper":[1],"analyses":[2],"the":[3,6,11,34,57,62,66,81,105,108,111,130,133,142],"correlation":[4],"between":[5,107],"acoustic":[7,26,45,143],"emission":[8,27,46,144],"signals":[9,28,47],"and":[10,40,72,75,92,110,124,135],"main":[12],"parameters":[13,42,67,131],"of":[14,43,56,61,68,104,129,132,138],"friction":[15],"stir":[16],"welding":[17],"process":[18,134],"based":[19,140],"on":[20,141],"artificial":[21],"neural":[22,87],"networks":[23],"(ANNs).":[24],"The":[25,59,116],"inZandYdirections":[29],"have":[30,51],"been":[31,52,90],"acquired":[32],"by":[33],"AE":[35],"instrument":[36],"NI":[37],"USB-9234.":[38],"Statistical":[39],"temporal":[41],"discomposed":[44],"using":[48,94],"Wavelet":[49],"Transform":[50],"used":[53,121],"as":[54,78,80],"input":[55],"ANN.":[58],"outputs":[60],"ANN":[63],"model":[64,117,123],"include":[65],"tool":[69,76],"rotation":[70],"speed":[71],"travel":[73],"speed,":[74],"profile,":[77],"well":[79],"tensile":[82],"strength.":[83],"A":[84],"multilayer":[85],"feed-forward":[86],"network":[88,99],"has":[89],"selected":[91],"trained,":[93],"Levenberg-Marquardt":[95],"algorithm":[96],"for":[97],"different":[98],"architectures.":[100],"Finally,":[101],"an":[102,126],"analysis":[103],"comparison":[106],"measured":[109],"calculated":[112],"data":[113],"is":[114],"presented.":[115],"obtained":[118],"can":[119],"be":[120],"to":[122],"develop":[125],"automatic":[127],"control":[128],"mechanical":[136],"properties":[137],"joint,":[139],"signals.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}