{"id":"https://openalex.org/W4400365920","doi":"https://doi.org/10.1007/s00500-024-09778-w","title":"A performance comparison of deep learning and shallow machine learning in acoustic emission monitoring of aluminium alloy pulsed laser welding","display_name":"A performance comparison of deep learning and shallow machine learning in acoustic emission monitoring of aluminium alloy pulsed laser welding","publication_year":2024,"publication_date":"2024-07-05","ids":{"openalex":"https://openalex.org/W4400365920","doi":"https://doi.org/10.1007/s00500-024-09778-w"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-024-09778-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-024-09778-w","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","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/A5108775065","display_name":"Da Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]},{"id":"https://openalex.org/I4210111409","display_name":"Shanghai Laser Technology Institute","ror":"https://ror.org/01vqbzy86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210111409"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Da Zeng","raw_affiliation_strings":["School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, 201620, China","Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, 201620, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, 201620, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, 201620, China","institution_ids":["https://openalex.org/I4210111409"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100687940","display_name":"Di Wu","orcid":"https://orcid.org/0000-0002-8460-0112"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210111409","display_name":"Shanghai Laser Technology Institute","ror":"https://ror.org/01vqbzy86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210111409"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Di Wu","raw_affiliation_strings":["School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, 201620, China","School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China","Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, 201620, China"],"raw_orcid":"https://orcid.org/0000-0002-8460-0112","affiliations":[{"raw_affiliation_string":"School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, 201620, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, 201620, China","institution_ids":["https://openalex.org/I4210111409"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114138932","display_name":"Zhongyi Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]},{"id":"https://openalex.org/I4210111409","display_name":"Shanghai Laser Technology Institute","ror":"https://ror.org/01vqbzy86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210111409"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyi Luo","raw_affiliation_strings":["School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, 201620, China","Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, 201620, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, 201620, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, 201620, China","institution_ids":["https://openalex.org/I4210111409"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035938310","display_name":"Jinfang Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]},{"id":"https://openalex.org/I4210111409","display_name":"Shanghai Laser Technology Institute","ror":"https://ror.org/01vqbzy86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210111409"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinfang Dong","raw_affiliation_strings":["School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, 201620, China","Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, 201620, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, 201620, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, 201620, China","institution_ids":["https://openalex.org/I4210111409"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089999961","display_name":"Hongxing Huang","orcid":"https://orcid.org/0000-0001-7920-4054"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]},{"id":"https://openalex.org/I4210111409","display_name":"Shanghai Laser Technology Institute","ror":"https://ror.org/01vqbzy86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210111409"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongxing Huang","raw_affiliation_strings":["School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, 201620, China","Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, 201620, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, 201620, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, 201620, China","institution_ids":["https://openalex.org/I4210111409"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085101790","display_name":"Fangyi Yang","orcid":"https://orcid.org/0000-0003-4792-8570"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]},{"id":"https://openalex.org/I4210111409","display_name":"Shanghai Laser Technology Institute","ror":"https://ror.org/01vqbzy86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210111409"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangyi Yang","raw_affiliation_strings":["School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, 201620, China","Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, 201620, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, 201620, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, 201620, China","institution_ids":["https://openalex.org/I4210111409"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062436292","display_name":"Peilei Zhang","orcid":"https://orcid.org/0000-0002-2342-5832"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]},{"id":"https://openalex.org/I4210111409","display_name":"Shanghai Laser Technology Institute","ror":"https://ror.org/01vqbzy86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210111409"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peilei Zhang","raw_affiliation_strings":["School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, 201620, China","Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, 201620, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, 201620, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, 201620, China","institution_ids":["https://openalex.org/I4210111409"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100348110","display_name":"Xin Ye","orcid":"https://orcid.org/0000-0002-5665-0622"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]},{"id":"https://openalex.org/I4210111409","display_name":"Shanghai Laser Technology Institute","ror":"https://ror.org/01vqbzy86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210111409"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Ye","raw_affiliation_strings":["School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, 201620, China","Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, 201620, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, 201620, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, 201620, China","institution_ids":["https://openalex.org/I4210111409"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100687940"],"corresponding_institution_ids":["https://openalex.org/I141962983","https://openalex.org/I183067930","https://openalex.org/I4210111409"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.7423,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65701257,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"28","issue":"17-18","first_page":"10263","last_page":"10279"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10834","display_name":"Welding Techniques and Residual Stresses","score":1.0,"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/T10834","display_name":"Welding Techniques and Residual Stresses","score":1.0,"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":0.9997000098228455,"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/T10723","display_name":"Advanced Welding Techniques Analysis","score":0.9991000294685364,"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/acoustic-emission","display_name":"Acoustic emission","score":0.733654797077179},{"id":"https://openalex.org/keywords/welding","display_name":"Welding","score":0.6486198306083679},{"id":"https://openalex.org/keywords/aluminium","display_name":"Aluminium","score":0.6464072465896606},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.5305987596511841},{"id":"https://openalex.org/keywords/alloy","display_name":"Alloy","score":0.5055184364318848},{"id":"https://openalex.org/keywords/laser","display_name":"Laser","score":0.4965839982032776},{"id":"https://openalex.org/keywords/aluminium-alloy","display_name":"Aluminium alloy","score":0.4363827705383301},{"id":"https://openalex.org/keywords/metallurgy","display_name":"Metallurgy","score":0.42552247643470764},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.3630183935165405},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.24137258529663086},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.2119891345500946},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0694514811038971}],"concepts":[{"id":"https://openalex.org/C174598085","wikidata":"https://www.wikidata.org/wiki/Q746673","display_name":"Acoustic emission","level":2,"score":0.733654797077179},{"id":"https://openalex.org/C19474535","wikidata":"https://www.wikidata.org/wiki/Q131172","display_name":"Welding","level":2,"score":0.6486198306083679},{"id":"https://openalex.org/C513153333","wikidata":"https://www.wikidata.org/wiki/Q663","display_name":"Aluminium","level":2,"score":0.6464072465896606},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5305987596511841},{"id":"https://openalex.org/C2780026712","wikidata":"https://www.wikidata.org/wiki/Q37756","display_name":"Alloy","level":2,"score":0.5055184364318848},{"id":"https://openalex.org/C520434653","wikidata":"https://www.wikidata.org/wiki/Q38867","display_name":"Laser","level":2,"score":0.4965839982032776},{"id":"https://openalex.org/C2779821118","wikidata":"https://www.wikidata.org/wiki/Q447725","display_name":"Aluminium alloy","level":3,"score":0.4363827705383301},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.42552247643470764},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.3630183935165405},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.24137258529663086},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.2119891345500946},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0694514811038971}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-024-09778-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-024-09778-w","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6910291295","display_name":null,"funder_award_id":"2022T150400","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2097117768","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2302255633","https://openalex.org/W2397947827","https://openalex.org/W2616247523","https://openalex.org/W2765793020","https://openalex.org/W2911405661","https://openalex.org/W2944428349","https://openalex.org/W2961116293","https://openalex.org/W2966213627","https://openalex.org/W2972986629","https://openalex.org/W2996239997","https://openalex.org/W2996367417","https://openalex.org/W3007118889","https://openalex.org/W3010219363","https://openalex.org/W3018582906","https://openalex.org/W3019721278","https://openalex.org/W3035253074","https://openalex.org/W3044330909","https://openalex.org/W3087365171","https://openalex.org/W3091177502","https://openalex.org/W3091921149","https://openalex.org/W3096412097","https://openalex.org/W3102564565","https://openalex.org/W3127579051","https://openalex.org/W3170626823","https://openalex.org/W3176482836","https://openalex.org/W3188425099","https://openalex.org/W3206824631","https://openalex.org/W3207560430","https://openalex.org/W3210899060","https://openalex.org/W4200128618","https://openalex.org/W4206924841","https://openalex.org/W4210454360","https://openalex.org/W4284892005","https://openalex.org/W4320918883","https://openalex.org/W4365814803","https://openalex.org/W4365815040","https://openalex.org/W4367627963","https://openalex.org/W4387187593"],"related_works":["https://openalex.org/W2375560794","https://openalex.org/W2374148448","https://openalex.org/W2394366509","https://openalex.org/W2386789458","https://openalex.org/W3135879400","https://openalex.org/W1997503769","https://openalex.org/W2363547023","https://openalex.org/W2066051859","https://openalex.org/W2384591086","https://openalex.org/W4230733672"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
