{"id":"https://openalex.org/W7203714599","doi":"https://doi.org/10.1088/1361-6501/ae9b33","title":"Workflow-transfer benchmark of optical surface-roughness measurements against an internal tactile baseline across engineering materials and manufacturing processes","display_name":"Workflow-transfer benchmark of optical surface-roughness measurements against an internal tactile baseline across engineering materials and manufacturing processes","publication_year":2026,"publication_date":"2026-08-18","ids":{"openalex":"https://openalex.org/W7203714599","doi":"https://doi.org/10.1088/1361-6501/ae9b33"},"language":"en","primary_location":{"id":"doi:10.1088/1361-6501/ae9b33","doi":"https://doi.org/10.1088/1361-6501/ae9b33","is_oa":false,"landing_page_url":"https://doi.org/10.1088/1361-6501/ae9b33","pdf_url":null,"source":{"id":"https://openalex.org/S109302362","display_name":"Measurement Science and Technology","issn_l":"0957-0233","issn":["0957-0233","1361-6501"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-2","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Measurement Science and Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5071239103","display_name":"D. Kucharski","orcid":"https://orcid.org/0000-0002-9880-9670","observed_orcids":["https://orcid.org/0000-0002-9880-9670"]},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Dawid Kucharski","raw_affiliation_strings":["Poznan University of Technology"],"raw_orcid":"https://orcid.org/0000-0002-9880-9670","affiliations":[{"raw_affiliation_string":"Poznan University of Technology","institution_ids":["https://openalex.org/I46597724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077973039","display_name":"Piotr Nies\u0142ony","orcid":"https://orcid.org/0000-0001-8776-8458","observed_orcids":["https://orcid.org/0000-0001-8776-8458"]},"institutions":[{"id":"https://openalex.org/I119217307","display_name":"Opole University of Technology","ror":"https://ror.org/05sj5k538","country_code":"PL","type":"education","lineage":["https://openalex.org/I119217307"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Piotr Nies\u0142ony","raw_affiliation_strings":["Opole University of Technology"],"raw_orcid":"https://orcid.org/0000-0001-8776-8458","affiliations":[{"raw_affiliation_string":"Opole University of Technology","institution_ids":["https://openalex.org/I119217307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091163161","display_name":"Jolanta Beata Kr\u00f3lczyk","orcid":"https://orcid.org/0000-0002-7404-0377","observed_orcids":["https://orcid.org/0000-0002-7404-0377"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jolanta Kr\u00f3lczyk","raw_affiliation_strings":["Independent Researcher"],"raw_orcid":"https://orcid.org/0000-0002-7404-0377","affiliations":[{"raw_affiliation_string":"Independent Researcher","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062862550","display_name":"Grzegorz Krolczyk","orcid":"https://orcid.org/0000-0002-2967-1719","observed_orcids":["https://orcid.org/0000-0002-2967-1719"]},"institutions":[{"id":"https://openalex.org/I2800125567","display_name":"Polish Air Force Academy","ror":"https://ror.org/05qvm1p98","country_code":"PL","type":"education","lineage":["https://openalex.org/I2800125567"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Grzegorz Kr\u00f3lczyk","raw_affiliation_strings":["Polish Air Force University"],"raw_orcid":"https://orcid.org/0000-0002-2967-1719","affiliations":[{"raw_affiliation_string":"Polish Air Force University","institution_ids":["https://openalex.org/I2800125567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033312839","display_name":"Katarzyna Nici\u0144ska","orcid":"https://orcid.org/0009-0001-0493-0534","observed_orcids":["https://orcid.org/0009-0001-0493-0534"]},"institutions":[{"id":"https://openalex.org/I2800125567","display_name":"Polish Air Force Academy","ror":"https://ror.org/05qvm1p98","country_code":"PL","type":"education","lineage":["https://openalex.org/I2800125567"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Katarzyna Nici\u0144ska","raw_affiliation_strings":["Polish Air Force University"],"raw_orcid":"https://orcid.org/0009-0001-0493-0534","affiliations":[{"raw_affiliation_string":"Polish Air Force University","institution_ids":["https://openalex.org/I2800125567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102380388","display_name":"Natalia Wojciechowska","orcid":"https://orcid.org/0009-0001-0236-5586","observed_orcids":["https://orcid.org/0009-0001-0236-5586"]},"institutions":[{"id":"https://openalex.org/I4210142792","display_name":"Central Office of Measures","ror":"https://ror.org/039f8sh24","country_code":"PL","type":"government","lineage":["https://openalex.org/I4210142792"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Natalia Wojciechowska","raw_affiliation_strings":["Central Office of Measures"],"raw_orcid":"https://orcid.org/0009-0001-0236-5586","affiliations":[{"raw_affiliation_string":"Central Office of Measures","institution_ids":["https://openalex.org/I4210142792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021228597","display_name":"\u0141ukasz \u015alusarski","orcid":"https://orcid.org/0000-0002-4568-2282","observed_orcids":["https://orcid.org/0000-0002-4568-2282"]},"institutions":[{"id":"https://openalex.org/I2800125567","display_name":"Polish Air Force Academy","ror":"https://ror.org/05qvm1p98","country_code":"PL","type":"education","lineage":["https://openalex.org/I2800125567"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"\u0141ukasz \u015alusarski","raw_affiliation_strings":["Polish Air Force University"],"raw_orcid":"https://orcid.org/0000-0002-4568-2282","affiliations":[{"raw_affiliation_string":"Polish Air Force University","institution_ids":["https://openalex.org/I2800125567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001034444","display_name":"Micha\u0142 Wieczorowski","orcid":"https://orcid.org/0000-0001-7526-8368","observed_orcids":["https://orcid.org/0000-0001-7526-8368"]},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Micha\u0142 Wieczorowski","raw_affiliation_strings":["Poznan University of Technology"],"raw_orcid":"https://orcid.org/0000-0001-7526-8368","affiliations":[{"raw_affiliation_string":"Poznan University of Technology","institution_ids":["https://openalex.org/I46597724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061014336","display_name":"Bartosz Gapi\u0144ski","orcid":"https://orcid.org/0000-0003-0206-1942","observed_orcids":["https://orcid.org/0000-0003-0206-1942"]},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Bartosz Gapi\u0144ski","raw_affiliation_strings":["Poznan University of Technology"],"raw_orcid":"https://orcid.org/0000-0003-0206-1942","affiliations":[{"raw_affiliation_string":"Poznan University of Technology","institution_ids":["https://openalex.org/I46597724"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3325,"currency":"USD","value_usd":3325},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"37","issue":"35","first_page":"355001","last_page":"355001"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13049","display_name":"Surface Roughness and Optical Measurements","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13049","display_name":"Surface Roughness and Optical Measurements","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11890","display_name":"Scientific Measurement and Uncertainty Evaluation","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":9.999999747378752e-05,"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/surface-roughness-parameters","display_name":"surface roughness parameters","score":0.7369999885559082},{"id":"https://openalex.org/keywords/engineering-materials","display_name":"engineering materials","score":0.5},{"id":"https://openalex.org/keywords/manufacturing-processes","display_name":"production process","score":0.8460000157356262},{"id":"https://openalex.org/keywords/standard-uncertainty","display_name":"standard uncertainty","score":0.4860000014305115}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7659000158309937},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6898000240325928},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5996000170707703},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5741999745368958},{"id":"https://openalex.org/C107365816","wikidata":"https://www.wikidata.org/wiki/Q114817","display_name":"Surface roughness","level":2,"score":0.46369999647140503},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4302000105381012},{"id":"https://openalex.org/C71039073","wikidata":"https://www.wikidata.org/wiki/Q3439090","display_name":"Surface finish","level":2,"score":0.4097000062465668},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.3314000070095062},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.32919999957084656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3278000056743622},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.32089999318122864},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.31200000643730164},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3066999912261963},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3000999987125397},{"id":"https://openalex.org/C180205008","wikidata":"https://www.wikidata.org/wiki/Q159190","display_name":"Amplitude","level":2,"score":0.2953999936580658},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.29019999504089355},{"id":"https://openalex.org/C137209882","wikidata":"https://www.wikidata.org/wiki/Q1403517","display_name":"Measurement uncertainty","level":2,"score":0.29010000824928284},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2897999882698059},{"id":"https://openalex.org/C79261456","wikidata":"https://www.wikidata.org/wiki/Q443756","display_name":"Profilometer","level":3,"score":0.28360000252723694},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2818000018596649},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.28049999475479126},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.27950000762939453},{"id":"https://openalex.org/C2780440489","wikidata":"https://www.wikidata.org/wiki/Q5227278","display_name":"Data-driven","level":2,"score":0.274399995803833},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.26759999990463257},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2615000009536743},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.25519999861717224}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/1361-6501/ae9b33","doi":"https://doi.org/10.1088/1361-6501/ae9b33","is_oa":false,"landing_page_url":"https://doi.org/10.1088/1361-6501/ae9b33","pdf_url":null,"source":{"id":"https://openalex.org/S109302362","display_name":"Measurement Science and Technology","issn_l":"0957-0233","issn":["0957-0233","1361-6501"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-2","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Measurement Science and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G610392627","display_name":null,"funder_award_id":"project no. PM-II/SP/0090/2024/02.","funder_id":"https://openalex.org/F4320322733","funder_display_name":"Ministerstwo Edukacji i Nauki"}],"funders":[{"id":"https://openalex.org/F4320322733","display_name":"Ministerstwo Edukacji i Nauki","ror":"https://ror.org/05dwvd537"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1968372361","https://openalex.org/W1974583275","https://openalex.org/W1987717282","https://openalex.org/W1995083470","https://openalex.org/W2002840911","https://openalex.org/W2007422626","https://openalex.org/W2019134317","https://openalex.org/W2024851186","https://openalex.org/W2036216053","https://openalex.org/W2888452878","https://openalex.org/W3023153194","https://openalex.org/W3151276188","https://openalex.org/W3161506683","https://openalex.org/W3202246195","https://openalex.org/W3205483353","https://openalex.org/W4291008680","https://openalex.org/W4317653642","https://openalex.org/W4401689596","https://openalex.org/W4402346915","https://openalex.org/W4406789280","https://openalex.org/W4407909450","https://openalex.org/W4410771964","https://openalex.org/W4413769584","https://openalex.org/W4417123728","https://openalex.org/W7156686668"],"related_works":["https://openalex.org/W3162100726","https://openalex.org/W3150021420","https://openalex.org/W2067774288","https://openalex.org/W2334931703","https://openalex.org/W3213139108","https://openalex.org/W2060906771","https://openalex.org/W2727036804","https://openalex.org/W2258934690","https://openalex.org/W4251319818","https://openalex.org/W2579170905"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"study":[2],"benchmarks":[3],"exported":[4],"optical":[5,32,135,243],"roughness":[6,76],"workflows":[7,34,212],"against":[8],"an":[9],"internal":[10],"tactile":[11,44,163,182],"profilometry":[12],"baseline":[13],"across":[14],"six":[15],"engineering":[16],"materials":[17],"and":[18,42,61,115],"multiple":[19],"surface-generation":[20],"processes.":[21],"Rather":[22],"than":[23,169],"testing":[24],"formal":[25,256],"optical\u2013tactile":[26,257],"equivalence,":[27],"the":[28,88,94,96,143,170,174,181,195,200,233],"analysis":[29,192],"examines":[30],"which":[31],"system\u2013illumination":[33,90],"warrant":[35],"prospective":[36,246],"validation":[37],"for":[38,102,241,245],"specific":[39],"material\u2013process\u2013parameter":[40],"groups,":[41],"where":[43],"confirmation":[45],"remains":[46],"necessary.":[47],"The":[48],"main":[49],"contribution":[50],"is":[51],"a":[52,185,207,218,238],"reproducible":[53],"workflow-level":[54,239],"benchmark":[55,240],"that":[56,194],"integrates":[57],"retrospective":[58,68,144],"lowest-discrepancy,":[59],"fixed-configuration,":[60],"leave-one-surface":[62,208],"transfer":[63],"analyses,":[64],"thereby":[65],"distinguishing":[66,250],"local":[67],"optimisation":[69],"from":[70,147,213,253],"more":[71],"transferable":[72],"performance.":[73],"Eight":[74],"profile":[75],"parameters":[77,104],"were":[78,100],"analysed.":[79],"Optical\u2013tactile":[80],"discrepancy":[81,203,221],"depended":[82],"strongly":[83],"on":[84],"workflow":[85,198],"choice.":[86],"Among":[87],"lowest-discrepancy":[89,145],"combinations":[91],"available":[92],"in":[93],"archive,":[95],"smallest":[97],"median":[98,146,186,202,220],"discrepancies":[99],"observed":[101,171],"amplitude":[103],"including":[105],"R":[106,109,112,116,122,136],"t":[107],",":[108,111,114],"v":[110],"z":[113,117],"1":[118],"max":[119],".":[120],"Exported":[121],"s":[123,137],"m":[124,138],"values":[125,139],"required":[126],"separate":[127],"treatment":[128],"because":[129],"of":[130,153,180,187,222,226,255],"scale":[131],"sensitivity:":[132],"multiplying":[133],"retained":[134],"by":[140],"1000":[141],"reduced":[142],"99.9%":[148],"to":[149],"17.3%,":[150],"although":[151],"25%":[152],"material\u2013process":[154,215],"groups":[155,216,228],"still":[156,229],"exceeded":[157],"30%.":[158,231],"Across":[159],"strictly":[160],"positive":[161],"parameters,":[162],"random":[164],"variability":[165],"was":[166],"generally":[167],"smaller":[168],"between-workflow":[172],"discrepancies;":[173],"relative":[175],"Type":[176],"A":[177,189],"standard":[178],"uncertainty":[179],"mean":[183],"had":[184],"1.45%.":[188],"fixed-configuration":[190],"sensitivity":[191],"showed":[193],"complete-coverage":[196],"fixed":[197],"with":[199,224],"lowest":[201],"achieved":[204],"24.8%.":[205],"In":[206],"workflow-transfer":[209],"check,":[210],"selecting":[211,242],"other":[214],"produced":[217],"held-out":[219,227],"32.8%,":[223],"52%":[225],"exceeding":[230],"Overall,":[232],"resulting":[234],"decision":[235],"summaries":[236],"establish":[237],"candidates":[244,252],"validation,":[247],"while":[248],"clearly":[249],"such":[251],"claims":[254],"equivalence.":[258]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-08-19T00:00:00"}
