{"id":"https://openalex.org/W4399637069","doi":"https://doi.org/10.1007/s10845-024-02437-9","title":"Area of interest algorithm for surface deflection areas","display_name":"Area of interest algorithm for surface deflection areas","publication_year":2024,"publication_date":"2024-06-13","ids":{"openalex":"https://openalex.org/W4399637069","doi":"https://doi.org/10.1007/s10845-024-02437-9"},"language":"en","primary_location":{"id":"doi:10.1007/s10845-024-02437-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10845-024-02437-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10845-024-02437-9.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10845-024-02437-9.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092122561","display_name":"Christoph Babel","orcid":"https://orcid.org/0009-0004-2241-4930"},"institutions":[{"id":"https://openalex.org/I4210156768","display_name":"BMW Group (Germany)","ror":"https://ror.org/044kkbh92","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210156768"]},{"id":"https://openalex.org/I51783024","display_name":"Brandenburg University of Technology Cottbus-Senftenberg","ror":"https://ror.org/02wxx3e24","country_code":"DE","type":"education","lineage":["https://openalex.org/I51783024"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Christoph Babel","raw_affiliation_strings":["BMW Group, Munich, Germany","Chair of Mechanical Design and Manufacturing, BTU Cottbus-Senftenberg, Cottbus, Brandenburg, Germany"],"affiliations":[{"raw_affiliation_string":"BMW Group, Munich, Germany","institution_ids":["https://openalex.org/I4210156768"]},{"raw_affiliation_string":"Chair of Mechanical Design and Manufacturing, BTU Cottbus-Senftenberg, Cottbus, Brandenburg, Germany","institution_ids":["https://openalex.org/I51783024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099118448","display_name":"Mahish Guru","orcid":"https://orcid.org/0000-0003-4424-7243"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]},{"id":"https://openalex.org/I4210156768","display_name":"BMW Group (Germany)","ror":"https://ror.org/044kkbh92","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210156768"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mahish Guru","raw_affiliation_strings":["BMW Group, Munich, Germany","Chair of Solid Mechanics, TU Dresden, Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"BMW Group, Munich, Germany","institution_ids":["https://openalex.org/I4210156768"]},{"raw_affiliation_string":"Chair of Solid Mechanics, TU Dresden, Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022660011","display_name":"Jakob Weiland","orcid":"https://orcid.org/0000-0002-4856-0096"},"institutions":[{"id":"https://openalex.org/I4210156768","display_name":"BMW Group (Germany)","ror":"https://ror.org/044kkbh92","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210156768"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jakob Weiland","raw_affiliation_strings":["BMW Group, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"BMW Group, Munich, Germany","institution_ids":["https://openalex.org/I4210156768"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005535794","display_name":"Markus Bambach\ufffd","orcid":"https://orcid.org/0000-0002-8790-0807"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Markus Bambach","raw_affiliation_strings":["Chair of Advanced Manufacturing, ETH Zurich, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Chair of Advanced Manufacturing, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5092122561"],"corresponding_institution_ids":["https://openalex.org/I4210156768","https://openalex.org/I51783024"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.7733,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65391195,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"36","issue":"6","first_page":"3869","last_page":"3885"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10638","display_name":"Optical measurement and interference techniques","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/waviness","display_name":"Waviness","score":0.8513314723968506},{"id":"https://openalex.org/keywords/finite-element-method","display_name":"Finite element method","score":0.7089492678642273},{"id":"https://openalex.org/keywords/deflection","display_name":"Deflection (physics)","score":0.603999137878418},{"id":"https://openalex.org/keywords/sheet-metal","display_name":"Sheet metal","score":0.5756989121437073},{"id":"https://openalex.org/keywords/stamping","display_name":"Stamping","score":0.5752788186073303},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.5576032400131226},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5109740495681763},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.42750105261802673},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4155166745185852},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.3738512694835663},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.35349422693252563},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.34366971254348755}],"concepts":[{"id":"https://openalex.org/C2777701225","wikidata":"https://www.wikidata.org/wiki/Q5241941","display_name":"Waviness","level":2,"score":0.8513314723968506},{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.7089492678642273},{"id":"https://openalex.org/C2781355719","wikidata":"https://www.wikidata.org/wiki/Q2080698","display_name":"Deflection (physics)","level":2,"score":0.603999137878418},{"id":"https://openalex.org/C2779747408","wikidata":"https://www.wikidata.org/wiki/Q211367","display_name":"Sheet metal","level":2,"score":0.5756989121437073},{"id":"https://openalex.org/C144444463","wikidata":"https://www.wikidata.org/wiki/Q9363879","display_name":"Stamping","level":2,"score":0.5752788186073303},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.5576032400131226},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5109740495681763},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.42750105261802673},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4155166745185852},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.3738512694835663},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.35349422693252563},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.34366971254348755},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10845-024-02437-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10845-024-02437-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10845-024-02437-9.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:econstor.eu:10419/323704","is_oa":true,"landing_page_url":"https://hdl.handle.net/10419/323704","pdf_url":"https://www.econstor.eu/bitstream/10419/323704/1/10845_2024_Article_2437.pdf","source":{"id":"https://openalex.org/S4306401696","display_name":"Econstor (Econstor)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:article"}],"best_oa_location":{"id":"doi:10.1007/s10845-024-02437-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10845-024-02437-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10845-024-02437-9.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6399999856948853}],"awards":[],"funders":[{"id":"https://openalex.org/F4320331541","display_name":"Brandenburgische Technische Universit\u00e4t Cottbus-Senftenberg","ror":"https://ror.org/02wxx3e24"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399637069.pdf"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W2033158529","https://openalex.org/W2048997147","https://openalex.org/W2080267935","https://openalex.org/W2122111042","https://openalex.org/W2139906443","https://openalex.org/W2155889930","https://openalex.org/W2238003136","https://openalex.org/W2739623942","https://openalex.org/W2886415518","https://openalex.org/W2964060465","https://openalex.org/W3110800655","https://openalex.org/W3138447845","https://openalex.org/W3195248159","https://openalex.org/W3198212763","https://openalex.org/W4213038874","https://openalex.org/W4249664979","https://openalex.org/W4255795934","https://openalex.org/W4353090637","https://openalex.org/W4379982379","https://openalex.org/W4386072454","https://openalex.org/W4389455450","https://openalex.org/W4392359440","https://openalex.org/W4400134761","https://openalex.org/W6640462745","https://openalex.org/W7017544698"],"related_works":["https://openalex.org/W2352238454","https://openalex.org/W2367831859","https://openalex.org/W2021048543","https://openalex.org/W2359102334","https://openalex.org/W3105652519","https://openalex.org/W2357802836","https://openalex.org/W3119257383","https://openalex.org/W3117384322","https://openalex.org/W2388393345","https://openalex.org/W2385470305"],"abstract_inverted_index":{"Abstract":[0],"In":[1,87,193],"the":[2,5,16,27,57,83,96,102,131,177,184,190,219],"automotive":[3],"industry,":[4],"process":[6],"of":[7,15,34,44,59,95,124,130,137,152,183,189,199],"deep":[8,89],"drawing":[9,90],"is":[10,53,99,133,171,174],"used":[11,147,212],"for":[12,118],"producing":[13],"most":[14],"outer":[17],"surface":[18,21,41,70,120],"panels.":[19],"There,":[20],"defects":[22,71],"can":[23,209],"occur":[24],"while":[25],"stamping":[26],"part.":[28],"This":[29],"paper":[30,110],"proposes":[31],"an":[32,138,206],"area":[33,58],"interest":[35],"(AOI)":[36],"algorithm":[37],"to":[38,134,145,213],"filter":[39],"possible":[40],"deflection":[42],"areas":[43],"finite":[45],"element":[46],"method":[47,117,132,179],"(FEM)":[48],"simulation":[49,126,202],"results.":[50,127],"The":[51,109,128],"FEM":[52,125,201],"well":[54],"established":[55],"in":[56,68,160,187,203],"sheet":[60,97],"metal":[61,98],"forming":[62],"and":[63,74,101,105],"has":[64],"shown":[65],"accurate":[66],"results":[67],"showing":[69],"like":[72],"waviness":[73],"sink":[75],"marks.":[76],"These":[77],"two":[78],"defect":[79],"types":[80],"are":[81,107],"also":[82],"targeted":[84],"systematic":[85],"defects.":[86],"these":[88],"simulations,":[91],"every":[92],"manufacturing":[93],"step":[94],"calculated":[100],"resulting":[103],"stresses":[104],"strains":[106],"analyzed.":[108],"presents":[111],"a":[112,149,195,200,215],"newly":[113],"developed":[114,178],"post":[115],"processing":[116],"detecting":[119],"in-corrections":[121],"on":[122],"basis":[123],"focus":[129],"be":[135,143,146,210],"independent":[136],"experts":[139],"knowledge.":[140],"It":[141,173],"should":[142],"able":[144],"by":[148],"wide":[150],"range":[151],"non-expert":[153],"applicants,":[154],"unlike":[155],"other":[156],"post-processing":[157],"methods":[158],"know":[159],"today\u2019s":[161],"literature.":[162],"A":[163],"comparison":[164],"between":[165,218],"several":[166],"machine":[167],"learning":[168],"(ML)":[169],"approaches":[170,186],"made.":[172],"shown,":[175],"that":[176],"outperforms":[180],"current":[181],"state":[182],"art":[185],"terms":[188],"recall":[191],"rate.":[192],"addition,":[194],"contour":[196],"tree":[197],"dataset":[198],"combination":[204],"with":[205],"ML":[207],"approach":[208],"successfully":[211],"learn":[214],"multidimensional":[216],"relationship":[217],"nodes.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-17T17:19:04.345684","created_date":"2025-10-10T00:00:00"}