{"id":"https://openalex.org/W4383106277","doi":"https://doi.org/10.1007/s10845-023-02171-8","title":"Applying machine learning to wire arc additive manufacturing: a systematic data-driven literature review","display_name":"Applying machine learning to wire arc additive manufacturing: a systematic data-driven literature review","publication_year":2023,"publication_date":"2023-07-04","ids":{"openalex":"https://openalex.org/W4383106277","doi":"https://doi.org/10.1007/s10845-023-02171-8"},"language":"en","primary_location":{"id":"doi:10.1007/s10845-023-02171-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-023-02171-8","pdf_url":null,"source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","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/A5041620513","display_name":"Abderrachid Hamrani","orcid":"https://orcid.org/0000-0002-0295-855X"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Abderrachid Hamrani","raw_affiliation_strings":["Department of Mechanical and Materials Engineering, Florida International University, Miami, FL, 33174, USA"],"raw_orcid":"https://orcid.org/0000-0002-0295-855X","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Materials Engineering, Florida International University, Miami, FL, 33174, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023738988","display_name":"Arvind Agarwal","orcid":"https://orcid.org/0000-0002-7052-653X"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arvind Agarwal","raw_affiliation_strings":["Department of Mechanical and Materials Engineering, Florida International University, Miami, FL, 33174, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Materials Engineering, Florida International University, Miami, FL, 33174, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057704718","display_name":"A. Allouhi","orcid":"https://orcid.org/0000-0002-3659-5531"},"institutions":[{"id":"https://openalex.org/I4210132968","display_name":"Agence pour le D\u00e9veloppement et la R\u00e9habilitation de la Ville de F\u00e8s","ror":"https://ror.org/043jwkg64","country_code":"MA","type":"government","lineage":["https://openalex.org/I4210132968"]},{"id":"https://openalex.org/I4387156075","display_name":"Ecole Sup\u00e9rieure de Technologie de Safi","ror":"https://ror.org/01ec0jk73","country_code":null,"type":"education","lineage":["https://openalex.org/I4387156075"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Amine Allouhi","raw_affiliation_strings":["Ecole Sup\u00e9rieure de Technologie de F\u00e8s, U.S.M.B.A, Route d\u2019Imouzzer, BP 242, Fez, Morocco","Ecole Sup\u00e9rieure de Technologie de F\u00e8s, U.S.M.B.A, Route d'Imouzzer, BP 242, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole Sup\u00e9rieure de Technologie de F\u00e8s, U.S.M.B.A, Route d\u2019Imouzzer, BP 242, Fez, Morocco","institution_ids":["https://openalex.org/I4210132968","https://openalex.org/I4387156075"]},{"raw_affiliation_string":"Ecole Sup\u00e9rieure de Technologie de F\u00e8s, U.S.M.B.A, Route d'Imouzzer, BP 242, Fez, Morocco","institution_ids":["https://openalex.org/I4210132968","https://openalex.org/I4387156075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071133207","display_name":"Dwayne McDaniel","orcid":"https://orcid.org/0000-0003-1991-7540"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dwayne McDaniel","raw_affiliation_strings":["Department of Mechanical and Materials Engineering, Florida International University, Miami, FL, 33174, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Materials Engineering, Florida International University, Miami, FL, 33174, USA","institution_ids":["https://openalex.org/I19700959"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041620513"],"corresponding_institution_ids":["https://openalex.org/I19700959"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":7.3428,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.98418036,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"35","issue":"6","first_page":"2407","last_page":"2439"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10705","display_name":"Additive Manufacturing Materials and Processes","score":0.9997000098228455,"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/T10705","display_name":"Additive Manufacturing Materials and Processes","score":0.9997000098228455,"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/T10834","display_name":"Welding Techniques and Residual Stresses","score":0.9951000213623047,"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/T10783","display_name":"Additive Manufacturing and 3D Printing Technologies","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/process","display_name":"Process (computing)","score":0.5574656128883362},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44690248370170593},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.44464367628097534},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.433758020401001},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.4201074540615082},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.38387519121170044},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3755832314491272},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11521390080451965}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5574656128883362},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44690248370170593},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.44464367628097534},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.433758020401001},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.4201074540615082},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.38387519121170044},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3755832314491272},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11521390080451965},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10845-023-02171-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-023-02171-8","pdf_url":null,"source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:joinma:v:35:y:2024:i:6:d:10.1007_s10845-023-02171-8","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10845-023-02171-8","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,"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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.47999998927116394}],"awards":[{"id":"https://openalex.org/G25068656","display_name":null,"funder_award_id":"W911NF2020256","funder_id":"https://openalex.org/F4320338456","funder_display_name":"DEVCOM Army Research Laboratory"}],"funders":[{"id":"https://openalex.org/F4320338456","display_name":"DEVCOM Army Research Laboratory","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":147,"referenced_works":["https://openalex.org/W227520449","https://openalex.org/W1663984431","https://openalex.org/W1711375714","https://openalex.org/W2070665593","https://openalex.org/W2095705004","https://openalex.org/W2112796928","https://openalex.org/W2145185417","https://openalex.org/W2163605009","https://openalex.org/W2165698076","https://openalex.org/W2228372699","https://openalex.org/W2250894080","https://openalex.org/W2289656154","https://openalex.org/W2324464036","https://openalex.org/W2336214683","https://openalex.org/W2423557781","https://openalex.org/W2427527485","https://openalex.org/W2475009926","https://openalex.org/W2503161491","https://openalex.org/W2519935073","https://openalex.org/W2524365899","https://openalex.org/W2524869550","https://openalex.org/W2528578439","https://openalex.org/W2547516742","https://openalex.org/W2555643278","https://openalex.org/W2559655401","https://openalex.org/W2563122849","https://openalex.org/W2587991918","https://openalex.org/W2604272474","https://openalex.org/W2608118053","https://openalex.org/W2616028256","https://openalex.org/W2729055825","https://openalex.org/W2750168540","https://openalex.org/W2750470740","https://openalex.org/W2755229365","https://openalex.org/W2762367303","https://openalex.org/W2765931665","https://openalex.org/W2766660291","https://openalex.org/W2782812883","https://openalex.org/W2783538964","https://openalex.org/W2784327700","https://openalex.org/W2799328997","https://openalex.org/W2803041582","https://openalex.org/W2809925683","https://openalex.org/W2887955127","https://openalex.org/W2888867671","https://openalex.org/W2899369349","https://openalex.org/W2912581782","https://openalex.org/W2938418782","https://openalex.org/W2941421767","https://openalex.org/W2954872814","https://openalex.org/W2955477706","https://openalex.org/W2956046114","https://openalex.org/W2963453445","https://openalex.org/W2963784900","https://openalex.org/W2965721255","https://openalex.org/W2981731882","https://openalex.org/W2990406412","https://openalex.org/W3003630384","https://openalex.org/W3004060922","https://openalex.org/W3004614725","https://openalex.org/W3006019783","https://openalex.org/W3012561096","https://openalex.org/W3015728765","https://openalex.org/W3025562322","https://openalex.org/W3027629845","https://openalex.org/W3031501970","https://openalex.org/W3035145469","https://openalex.org/W3035918473","https://openalex.org/W3036873236","https://openalex.org/W3041188224","https://openalex.org/W3045571868","https://openalex.org/W3048348312","https://openalex.org/W3048977620","https://openalex.org/W3049618663","https://openalex.org/W3060950691","https://openalex.org/W3082029963","https://openalex.org/W3083576486","https://openalex.org/W3090897645","https://openalex.org/W3092319349","https://openalex.org/W3093168749","https://openalex.org/W3096831136","https://openalex.org/W3108462833","https://openalex.org/W3119282895","https://openalex.org/W3119746149","https://openalex.org/W3121721182","https://openalex.org/W3124229317","https://openalex.org/W3129024187","https://openalex.org/W3130237369","https://openalex.org/W3133753776","https://openalex.org/W3134875575","https://openalex.org/W3161439314","https://openalex.org/W3163993681","https://openalex.org/W3164702964","https://openalex.org/W3174017250","https://openalex.org/W3174407631","https://openalex.org/W3177730877","https://openalex.org/W3181889704","https://openalex.org/W3186017711","https://openalex.org/W3189959929","https://openalex.org/W3189996070","https://openalex.org/W3193632503","https://openalex.org/W3199958784","https://openalex.org/W3200492603","https://openalex.org/W3201324991","https://openalex.org/W3202848282","https://openalex.org/W3203199713","https://openalex.org/W3203728878","https://openalex.org/W3204610207","https://openalex.org/W3205506449","https://openalex.org/W3206479318","https://openalex.org/W3207384086","https://openalex.org/W3209960310","https://openalex.org/W3211503999","https://openalex.org/W3212209731","https://openalex.org/W3213070501","https://openalex.org/W3216959350","https://openalex.org/W4200163295","https://openalex.org/W4200424711","https://openalex.org/W4200483872","https://openalex.org/W4205559958","https://openalex.org/W4205644829","https://openalex.org/W4206490955","https://openalex.org/W4210398612","https://openalex.org/W4210744381","https://openalex.org/W4213262259","https://openalex.org/W4214670572","https://openalex.org/W4214826961","https://openalex.org/W4220832884","https://openalex.org/W4224240374","https://openalex.org/W4224284915","https://openalex.org/W4224313028","https://openalex.org/W4224865599","https://openalex.org/W4224979983","https://openalex.org/W4224999653","https://openalex.org/W4226059462","https://openalex.org/W4239072543","https://openalex.org/W4249221130","https://openalex.org/W4251846076","https://openalex.org/W4281479374","https://openalex.org/W4281746643","https://openalex.org/W4281759242","https://openalex.org/W4282047824","https://openalex.org/W4285797149","https://openalex.org/W4286250174","https://openalex.org/W4293100764","https://openalex.org/W4293568373","https://openalex.org/W4297272121"],"related_works":["https://openalex.org/W4389473457","https://openalex.org/W222444245","https://openalex.org/W4294385158","https://openalex.org/W2262505815","https://openalex.org/W3204255004","https://openalex.org/W1633257170","https://openalex.org/W2910648531","https://openalex.org/W4205467025","https://openalex.org/W2701343061","https://openalex.org/W2992677994"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":36},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}