{"id":"https://openalex.org/W2557303445","doi":"https://doi.org/10.1007/s10845-016-1286-y","title":"Prediction of high power laser welding status based on PCA and SVM classification of multiple sensors","display_name":"Prediction of high power laser welding status based on PCA and SVM classification of multiple sensors","publication_year":2016,"publication_date":"2016-11-29","ids":{"openalex":"https://openalex.org/W2557303445","doi":"https://doi.org/10.1007/s10845-016-1286-y","mag":"2557303445"},"language":"en","primary_location":{"id":"doi:10.1007/s10845-016-1286-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-016-1286-y","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/A5055467467","display_name":"Guiqian Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guiqian Liu","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Computer Integrated Manufacturing, Guangdong University of Technology, No.100 West Waihuan Road, Higher Education Mega Center, Panyu District, Guangzhou, 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Computer Integrated Manufacturing, Guangdong University of Technology, No.100 West Waihuan Road, Higher Education Mega Center, Panyu District, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033024404","display_name":"Xiangdong Gao","orcid":"https://orcid.org/0000-0001-8696-5337"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangdong Gao","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Computer Integrated Manufacturing, Guangdong University of Technology, No.100 West Waihuan Road, Higher Education Mega Center, Panyu District, Guangzhou, 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Computer Integrated Manufacturing, Guangdong University of Technology, No.100 West Waihuan Road, Higher Education Mega Center, Panyu District, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048900159","display_name":"Deyong You","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deyong You","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Computer Integrated Manufacturing, Guangdong University of Technology, No.100 West Waihuan Road, Higher Education Mega Center, Panyu District, Guangzhou, 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Computer Integrated Manufacturing, Guangdong University of Technology, No.100 West Waihuan Road, Higher Education Mega Center, Panyu District, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059650128","display_name":"Nanfeng Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nanfeng Zhang","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Computer Integrated Manufacturing, Guangdong University of Technology, No.100 West Waihuan Road, Higher Education Mega Center, Panyu District, Guangzhou, 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Computer Integrated Manufacturing, Guangdong University of Technology, No.100 West Waihuan Road, Higher Education Mega Center, Panyu District, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5055467467"],"corresponding_institution_ids":["https://openalex.org/I139024713"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.4059,"has_fulltext":false,"cited_by_count":68,"citation_normalized_percentile":{"value":0.88280014,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"30","issue":"2","first_page":"821","last_page":"832"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10834","display_name":"Welding Techniques and Residual Stresses","score":0.9998999834060669,"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":0.9998999834060669,"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/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T14158","display_name":"Optical Systems and Laser Technology","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/welding","display_name":"Welding","score":0.770897626876831},{"id":"https://openalex.org/keywords/photodiode","display_name":"Photodiode","score":0.703967809677124},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.5566893219947815},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5148879289627075},{"id":"https://openalex.org/keywords/laser","display_name":"Laser","score":0.5144801139831543},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.500939130783081},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4323856830596924},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.42788970470428467},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.4225728213787079},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39890187978744507},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3606289029121399},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31050795316696167},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.2872192859649658},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.20092827081680298},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.14660191535949707}],"concepts":[{"id":"https://openalex.org/C19474535","wikidata":"https://www.wikidata.org/wiki/Q131172","display_name":"Welding","level":2,"score":0.770897626876831},{"id":"https://openalex.org/C751236","wikidata":"https://www.wikidata.org/wiki/Q175943","display_name":"Photodiode","level":2,"score":0.703967809677124},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.5566893219947815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5148879289627075},{"id":"https://openalex.org/C520434653","wikidata":"https://www.wikidata.org/wiki/Q38867","display_name":"Laser","level":2,"score":0.5144801139831543},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.500939130783081},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4323856830596924},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.42788970470428467},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4225728213787079},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39890187978744507},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3606289029121399},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31050795316696167},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.2872192859649658},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.20092827081680298},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.14660191535949707},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10845-016-1286-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-016-1286-y","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::y::i::d:10.1007_s10845-016-1286-y","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10845-016-1286-y","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":"","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8500000238418579}],"awards":[{"id":"https://openalex.org/G4151985230","display_name":null,"funder_award_id":"51675104","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W912181274","https://openalex.org/W984388610","https://openalex.org/W1883251988","https://openalex.org/W1915164491","https://openalex.org/W1975428394","https://openalex.org/W1986146407","https://openalex.org/W1998499590","https://openalex.org/W2014254827","https://openalex.org/W2026272739","https://openalex.org/W2055522016","https://openalex.org/W2063244834","https://openalex.org/W2066094424","https://openalex.org/W2068746513","https://openalex.org/W2090673273","https://openalex.org/W2136944099","https://openalex.org/W2199584316","https://openalex.org/W2238572917","https://openalex.org/W2278767809","https://openalex.org/W2296665022"],"related_works":["https://openalex.org/W2105026576","https://openalex.org/W1977514416","https://openalex.org/W1508801824","https://openalex.org/W3103825119","https://openalex.org/W2140280965","https://openalex.org/W2184010844","https://openalex.org/W4255002149","https://openalex.org/W2046378968","https://openalex.org/W2502536954","https://openalex.org/W3126250284"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3}],"updated_date":"2026-05-15T08:27:34.491423","created_date":"2025-10-10T00:00:00"}
