{"id":"https://openalex.org/W4400114342","doi":"https://doi.org/10.1109/i2mtc60896.2024.10560776","title":"Powder Bed Defect Extraction of Laser Powder Bed Fusion Additive Manufacturing with Tensor Robust Principal Component Analysis","display_name":"Powder Bed Defect Extraction of Laser Powder Bed Fusion Additive Manufacturing with Tensor Robust Principal Component Analysis","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4400114342","doi":"https://doi.org/10.1109/i2mtc60896.2024.10560776"},"language":"en","primary_location":{"id":"doi:10.1109/i2mtc60896.2024.10560776","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/i2mtc60896.2024.10560776","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","raw_type":"proceedings-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/A5028808356","display_name":"Hao Jiang","orcid":"https://orcid.org/0000-0002-6128-951X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hao Jiang","raw_affiliation_strings":["School of Mechanical Engineering Xi&#x0027;an Jiaotong University,Xi&#x2019;an,China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering Xi&#x0027;an Jiaotong University,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059226149","display_name":"Xingwu Zhang","orcid":"https://orcid.org/0000-0002-6096-8828"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingwu Zhang","raw_affiliation_strings":["School of Mechanical Engineering Xi&#x0027;an Jiaotong University,Xi&#x2019;an,China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering Xi&#x0027;an Jiaotong University,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101438988","display_name":"Zhibin Zhao","orcid":"https://orcid.org/0000-0001-9193-1959"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhibin Zhao","raw_affiliation_strings":["School of Mechanical Engineering Xi&#x0027;an Jiaotong University,Xi&#x2019;an,China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering Xi&#x0027;an Jiaotong University,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100334377","display_name":"Chenxi Wang","orcid":"https://orcid.org/0000-0003-0576-1055"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenxi Wang","raw_affiliation_strings":["School of Mechanical Engineering Xi&#x0027;an Jiaotong University,Xi&#x2019;an,China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering Xi&#x0027;an Jiaotong University,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073208120","display_name":"Huihui Miao","orcid":"https://orcid.org/0000-0001-6404-3091"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huihui Miao","raw_affiliation_strings":["School of Mechanical Engineering Xi&#x0027;an Jiaotong University,Xi&#x2019;an,China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering Xi&#x0027;an Jiaotong University,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100779843","display_name":"Xuefeng Chen","orcid":"https://orcid.org/0000-0002-0130-3172"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuefeng Chen","raw_affiliation_strings":["School of Mechanical Engineering Xi&#x0027;an Jiaotong University,Xi&#x2019;an,China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering Xi&#x0027;an Jiaotong University,Xi&#x2019;an,China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5028808356"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.2135,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.45459858,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10705","display_name":"Additive Manufacturing Materials and Processes","score":0.9991999864578247,"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":0.9991999864578247,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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":0.9351000189781189,"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/principal-component-analysis","display_name":"Principal component analysis","score":0.845849871635437},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.7074295282363892},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.6227754950523376},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.5976239442825317},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.5760787725448608},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.44861900806427},{"id":"https://openalex.org/keywords/laser","display_name":"Laser","score":0.42003169655799866},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.41868484020233154},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2966234087944031},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2844325304031372},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.19437319040298462},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17473074793815613},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.1374114751815796},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.12510797381401062},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.10668665170669556},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08312276005744934}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.845849871635437},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.7074295282363892},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.6227754950523376},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.5976239442825317},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.5760787725448608},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.44861900806427},{"id":"https://openalex.org/C520434653","wikidata":"https://www.wikidata.org/wiki/Q38867","display_name":"Laser","level":2,"score":0.42003169655799866},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.41868484020233154},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2966234087944031},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2844325304031372},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.19437319040298462},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17473074793815613},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1374114751815796},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.12510797381401062},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.10668665170669556},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08312276005744934},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/i2mtc60896.2024.10560776","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/i2mtc60896.2024.10560776","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1445846573","display_name":null,"funder_award_id":"2022TQ0254","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G6756949735","display_name":null,"funder_award_id":"52205126","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G716981053","display_name":null,"funder_award_id":"2022YFB4600800","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2611371469","https://openalex.org/W2769988472","https://openalex.org/W2803008182","https://openalex.org/W2895046268","https://openalex.org/W2963885538","https://openalex.org/W3043597110","https://openalex.org/W3136031848","https://openalex.org/W3196981032","https://openalex.org/W4212991200","https://openalex.org/W4252563614","https://openalex.org/W6684379799","https://openalex.org/W6756812789","https://openalex.org/W6809107421","https://openalex.org/W6855920459","https://openalex.org/W6856181903"],"related_works":["https://openalex.org/W1975632186","https://openalex.org/W3027745756","https://openalex.org/W3205213561","https://openalex.org/W2531880140","https://openalex.org/W2126145365","https://openalex.org/W2036609560","https://openalex.org/W346861917","https://openalex.org/W3024018414","https://openalex.org/W1542592062","https://openalex.org/W4380081032"],"abstract_inverted_index":{"The":[0,79],"process":[1,23,67],"monitoring":[2,24],"and":[3,42,66,102,107,119,134],"quality":[4],"control":[5],"of":[6,46,75,88,138],"metal":[7],"additive":[8],"manufacturing":[9],"has":[10,157],"been":[11],"a":[12,44,54,85,93,129],"research":[13,30],"hotspot":[14],"in":[15,144,161],"recent":[16],"years.":[17],"AI-driven":[18],"laser":[19],"powder":[20,68,76,89,110,121,147,165],"bed":[21,69,77,90,111,122,148,166],"fusion":[22],"is":[25,153],"currently":[26],"the":[27,73,97,109,115,120,132,158],"most":[28],"popular":[29],"idea.":[31],"However,":[32],"machine":[33],"learning":[34],"methods":[35],"have":[36],"high":[37],"requirements":[38],"for":[39],"data":[40],"sets":[41],"require":[43],"lot":[45],"cost.":[47],"Therefore,":[48],"this":[49],"paper":[50],"attempts":[51],"to":[52,63,71],"use":[53,136],"new":[55],"technology,":[56],"namely":[57],"tensor":[58,98,139],"robust":[59,140],"principal":[60,141],"component":[61,142],"analysis,":[62],"directly":[64],"analyze":[65],"images,":[70],"realize":[72],"extraction":[74],"defects.":[78,170],"main":[80],"steps":[81],"include:":[82],"1)":[83],"synthesizing":[84],"large":[86],"number":[87],"images":[91,112,123,167],"into":[92,99],"tensor;":[94],"2)":[95],"separating":[96],"low-rank":[100],"components":[101],"sparse":[103],"components.":[104],"By":[105],"analyzing":[106],"processing":[108],"collected":[113,127],"during":[114,128],"two":[116],"printing":[117],"processes":[118],"with":[124,146,163,168],"serious":[125],"defects":[126,149],"long":[130],"period,":[131],"problems":[133],"suitable":[135],"scenarios":[137],"analysis":[143],"dealing":[145,162],"are":[150],"discussed.":[151],"It":[152],"found":[154],"that":[155],"it":[156],"best":[159],"effect":[160],"continuous":[164],"variable":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
