{"id":"https://openalex.org/W4313890379","doi":"https://doi.org/10.3390/s23020705","title":"A Novel System to Increase Yield of Manufacturing Test of an RF Transceiver through Application of Machine Learning","display_name":"A Novel System to Increase Yield of Manufacturing Test of an RF Transceiver through Application of Machine Learning","publication_year":2023,"publication_date":"2023-01-08","ids":{"openalex":"https://openalex.org/W4313890379","doi":"https://doi.org/10.3390/s23020705","pmid":"https://pubmed.ncbi.nlm.nih.gov/36679504"},"language":"en","primary_location":{"id":"doi:10.3390/s23020705","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s23020705","pdf_url":"https://www.mdpi.com/1424-8220/23/2/705/pdf?version=1673953215","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/2/705/pdf?version=1673953215","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070158856","display_name":"Atif Siddiqui","orcid":"https://orcid.org/0000-0002-8735-7090"},"institutions":[{"id":"https://openalex.org/I94706221","display_name":"Airbus (United Kingdom)","ror":"https://ror.org/02hbhxa68","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210121748","https://openalex.org/I94706221"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Atif Siddiqui","raw_affiliation_strings":["Airbus Defence and Space, UK"],"raw_orcid":"https://orcid.org/0000-0002-8735-7090","affiliations":[{"raw_affiliation_string":"Airbus Defence and Space, UK","institution_ids":["https://openalex.org/I94706221"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079752168","display_name":"Pablo Otero","orcid":"https://orcid.org/0000-0003-3042-4392"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pablo Otero","raw_affiliation_strings":["Institute of Oceanic Engineering Research, University of Malaga, 29010 M\u00e1laga, Spain","Telecommunications Engineering School, University of Malaga, 29010 M\u00e1laga, Spain"],"raw_orcid":"https://orcid.org/0000-0003-3042-4392","affiliations":[{"raw_affiliation_string":"Institute of Oceanic Engineering Research, University of Malaga, 29010 M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]},{"raw_affiliation_string":"Telecommunications Engineering School, University of Malaga, 29010 M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100613074","display_name":"Muhammad Zubair","orcid":"https://orcid.org/0000-0001-6664-5483"},"institutions":[{"id":"https://openalex.org/I188771183","display_name":"Iqra University","ror":"https://ror.org/00thhhw55","country_code":"PK","type":"education","lineage":["https://openalex.org/I188771183"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Zubair","raw_affiliation_strings":["Faculty of Engineering, Iqra University, Karachi 75850, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Iqra University, Karachi 75850, Pakistan","institution_ids":["https://openalex.org/I188771183"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070158856"],"corresponding_institution_ids":["https://openalex.org/I94706221"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":0.4417,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58442004,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"23","issue":"2","first_page":"705","last_page":"705"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T13293","display_name":"Engineering and Test Systems","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10876","display_name":"Fault Detection and Control Systems","score":0.9538999795913696,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/test","display_name":"Test (biology)","score":0.7209098935127258},{"id":"https://openalex.org/keywords/test-harness","display_name":"Test harness","score":0.6385793089866638},{"id":"https://openalex.org/keywords/test-management-approach","display_name":"Test Management Approach","score":0.577316403388977},{"id":"https://openalex.org/keywords/automatic-test-equipment","display_name":"Automatic test equipment","score":0.5535681843757629},{"id":"https://openalex.org/keywords/test-suite","display_name":"Test suite","score":0.5368929505348206},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.45587390661239624},{"id":"https://openalex.org/keywords/test-method","display_name":"Test method","score":0.43957632780075073},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4293137192726135},{"id":"https://openalex.org/keywords/test-design","display_name":"Test design","score":0.42875397205352783},{"id":"https://openalex.org/keywords/device-under-test","display_name":"Device under test","score":0.416443407535553},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.39150136709213257},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.38376083970069885},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3690030574798584},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2544308304786682},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.11427569389343262},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08776339888572693},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07425135374069214}],"concepts":[{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.7209098935127258},{"id":"https://openalex.org/C109852812","wikidata":"https://www.wikidata.org/wiki/Q2406355","display_name":"Test harness","level":5,"score":0.6385793089866638},{"id":"https://openalex.org/C7435765","wikidata":"https://www.wikidata.org/wiki/Q7705776","display_name":"Test Management Approach","level":5,"score":0.577316403388977},{"id":"https://openalex.org/C141842801","wikidata":"https://www.wikidata.org/wiki/Q363815","display_name":"Automatic test equipment","level":3,"score":0.5535681843757629},{"id":"https://openalex.org/C151552104","wikidata":"https://www.wikidata.org/wiki/Q7705809","display_name":"Test suite","level":4,"score":0.5368929505348206},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.45587390661239624},{"id":"https://openalex.org/C132519959","wikidata":"https://www.wikidata.org/wiki/Q3077373","display_name":"Test method","level":2,"score":0.43957632780075073},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4293137192726135},{"id":"https://openalex.org/C11017329","wikidata":"https://www.wikidata.org/wiki/Q7705763","display_name":"Test design","level":3,"score":0.42875397205352783},{"id":"https://openalex.org/C76249512","wikidata":"https://www.wikidata.org/wiki/Q1206780","display_name":"Device under test","level":3,"score":0.416443407535553},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.39150136709213257},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.38376083970069885},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3690030574798584},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2544308304786682},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.11427569389343262},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08776339888572693},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07425135374069214},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.0},{"id":"https://openalex.org/C51234621","wikidata":"https://www.wikidata.org/wiki/Q2149495","display_name":"Testability","level":2,"score":0.0},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.0},{"id":"https://openalex.org/C44838205","wikidata":"https://www.wikidata.org/wiki/Q127995","display_name":"Microwave","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003132","descriptor_name":"Commerce","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003132","descriptor_name":"Commerce","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003132","descriptor_name":"Commerce","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.3390/s23020705","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s23020705","pdf_url":"https://www.mdpi.com/1424-8220/23/2/705/pdf?version=1673953215","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36679504","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36679504","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9861238","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9861238","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9861238/pdf/sensors-23-00705.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:riuma.uma.es:10630/26010","is_oa":true,"landing_page_url":"https://hdl.handle.net/10630/26010","pdf_url":"https://riuma.uma.es/xmlui/bitstream/10630/26010/1/sensors-23-00705-v2.pdf","source":{"id":"https://openalex.org/S4306401385","display_name":"Repositorio Institucional de la Universidad de M\u00e1laga (University of M\u00e1laga)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82767444","host_organization_name":"Universidad de M\u00e1laga","host_organization_lineage":["https://openalex.org/I82767444"],"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":"journal article"},{"id":"pmh:oai:doaj.org/article:201c8be828a14ff9a91d8b9384c07be0","is_oa":true,"landing_page_url":"https://doaj.org/article/201c8be828a14ff9a91d8b9384c07be0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 2, p 705 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/2/705/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23020705","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors; Volume 23; Issue 2; Pages: 705","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23020705","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s23020705","pdf_url":"https://www.mdpi.com/1424-8220/23/2/705/pdf?version=1673953215","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.550000011920929}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311265","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4313890379.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W788025932","https://openalex.org/W2006391974","https://openalex.org/W2043206598","https://openalex.org/W2065911448","https://openalex.org/W2071941386","https://openalex.org/W2163308397","https://openalex.org/W2214328014","https://openalex.org/W2317252510","https://openalex.org/W2404987172","https://openalex.org/W2576668225","https://openalex.org/W2611423182","https://openalex.org/W2626115878","https://openalex.org/W2765886286","https://openalex.org/W2782163123","https://openalex.org/W2784110496","https://openalex.org/W2784226430","https://openalex.org/W2786463723","https://openalex.org/W2792005857","https://openalex.org/W2794075952","https://openalex.org/W2805204587","https://openalex.org/W2887184508","https://openalex.org/W2895903029","https://openalex.org/W2900553278","https://openalex.org/W2910383550","https://openalex.org/W2913749292","https://openalex.org/W2959879323","https://openalex.org/W3000606509","https://openalex.org/W3008654175","https://openalex.org/W3010141615","https://openalex.org/W3011682042","https://openalex.org/W3079713928","https://openalex.org/W3107135746","https://openalex.org/W3120617884","https://openalex.org/W3152668517","https://openalex.org/W3153720327","https://openalex.org/W3171491277"],"related_works":["https://openalex.org/W2387607000","https://openalex.org/W2145792104","https://openalex.org/W1529860006","https://openalex.org/W3017054977","https://openalex.org/W4308079964","https://openalex.org/W2359370238","https://openalex.org/W2153966249","https://openalex.org/W2077930812","https://openalex.org/W2080046630","https://openalex.org/W3000216822"],"abstract_inverted_index":{"Electronic":[0],"manufacturing":[1,35,53],"and":[2,34,52,151,155,162,177,206,280,285],"design":[3,33,51,114,133],"companies":[4],"maintain":[5],"test":[6,60,68,70,78,96,107,121,141,149,160,165,170,175,184,213,220,237,241,248,276],"sites":[7,40,61],"for":[8,58,86,210],"a":[9,81,118,173,199,259],"range":[10],"of":[11,29,32,50,225,232,274],"products.":[12],"These":[13],"products":[14],"are":[15,37,41],"designed":[16,42,99],"according":[17],"to":[18,43,130,134,146,188,192,208,217],"the":[19,30,112,131,137,148,153,159,183,194,203,212,223,230,247,252,256],"end-user":[20],"requirements.":[21],"The":[22,55,95,139,168,235,266],"end":[23],"user":[24],"requirement,":[25],"then,":[26],"determines":[27],"which":[28],"proof":[31,49],"tests":[36],"needed.":[38],"Test":[39],"carry":[44],"out":[45],"two":[46],"things,":[47],"i.e.,":[48],"tests.":[54],"team":[56],"responsible":[57],"designing":[59],"considers":[62],"several":[63],"parameters":[64],"like":[65],"deployment":[66],"cost,":[67],"time,":[69,176,258,277],"coverage,":[71],"etc.":[72],"In":[73],"this":[74],"study,":[75],"an":[76,88,104,218,269],"automated":[77,120,132,219,236],"site":[79,97,108,142,214,221,238],"using":[80],"supervised":[82,125,260],"machine":[83,126,233,261,286],"learning":[84,127,262],"algorithm":[85,263],"testing":[87],"ultra-high":[89],"frequency":[90],"(UHF)":[91],"transceiver":[92],"is":[93,98,109,115,128,144,215,227,264],"presented.":[94],"in":[100,202,250,272],"three":[101],"steps.":[102],"Firstly,":[103],"initial":[105],"manual":[106,113,140,169],"designed.":[110],"Secondly,":[111],"upgraded":[116,216],"into":[117],"fully":[119],"site.":[122],"And":[123],"finally":[124],"applied":[129],"further":[135],"enhance":[136],"capability.":[138],"setup":[143],"required":[145,187],"streamline":[147],"sequence":[150],"validate":[152],"control":[154],"measurements":[156],"taken":[157],"from":[158],"equipment":[161],"unit":[163],"under":[164],"(UUT)":[166],"performance.":[167],"results":[171,267],"showed":[172],"high":[174],"some":[178],"inconsistencies":[179,226],"were":[180],"observed":[181],"when":[182],"operator":[185,249],"was":[186,197],"change":[189],"component":[190,254],"values":[191],"tune":[193],"UUT.":[195,244],"There":[196],"also":[198],"sudden":[200],"increase":[201],"UUT":[204],"quantities":[205],"so,":[207],"cater":[209],"this,":[211],"while":[222],"issue":[224],"resolved":[228],"through":[229,283],"application":[231],"learning.":[234,287],"significantly":[239],"reduced":[240,275],"time":[242],"per":[243],"To":[245],"support":[246],"selecting":[251],"correct":[253],"value":[255],"first":[257],"applied.":[265],"show":[268],"overall":[270],"improvement":[271],"terms":[273],"increased":[278],"consistency,":[279],"improved":[281],"quality":[282],"automation":[284]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}
