{"id":"https://openalex.org/W4403479279","doi":"https://doi.org/10.3233/faia241042","title":"Equipment Condition-Integrated Predictive Modeling for Optimized Scheduling of Ion Implantation in Semiconductor Manufacturing","display_name":"Equipment Condition-Integrated Predictive Modeling for Optimized Scheduling of Ion Implantation in Semiconductor Manufacturing","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4403479279","doi":"https://doi.org/10.3233/faia241042"},"language":"en","primary_location":{"id":"doi:10.3233/faia241042","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia241042","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241042","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241042","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059177095","display_name":"Andreas Laber","orcid":"https://orcid.org/0000-0002-2837-8270"},"institutions":[{"id":"https://openalex.org/I4210131793","display_name":"Infineon Technologies (Austria)","ror":"https://ror.org/03msng824","country_code":"AT","type":"company","lineage":["https://openalex.org/I137594350","https://openalex.org/I4210131793"]},{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Andreas Laber","raw_affiliation_strings":["Infineon Technologies Austria AG","University of Klagenfurt"],"raw_orcid":"https://orcid.org/0000-0002-2837-8270","affiliations":[{"raw_affiliation_string":"Infineon Technologies Austria AG","institution_ids":["https://openalex.org/I4210131793"]},{"raw_affiliation_string":"University of Klagenfurt","institution_ids":["https://openalex.org/I4210166741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006066772","display_name":"Martin Gebser","orcid":"https://orcid.org/0000-0002-8010-4752"},"institutions":[{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Martin Gebser","raw_affiliation_strings":["University of Klagenfurt"],"raw_orcid":"https://orcid.org/0000-0002-8010-4752","affiliations":[{"raw_affiliation_string":"University of Klagenfurt","institution_ids":["https://openalex.org/I4210166741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055185135","display_name":"Konstantin Schekotihin","orcid":"https://orcid.org/0000-0002-0286-0958"},"institutions":[{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Konstantin Schekotihin","raw_affiliation_strings":["University of Klagenfurt"],"raw_orcid":"https://orcid.org/0000-0002-0286-0958","affiliations":[{"raw_affiliation_string":"University of Klagenfurt","institution_ids":["https://openalex.org/I4210166741"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059177095"],"corresponding_institution_ids":["https://openalex.org/I4210131793","https://openalex.org/I4210166741"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47467114,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9825000166893005,"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"}},"topics":[{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9825000166893005,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9375,"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/semiconductor-device-fabrication","display_name":"Semiconductor device fabrication","score":0.7039926052093506},{"id":"https://openalex.org/keywords/semiconductor","display_name":"Semiconductor","score":0.5173470377922058},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5066736340522766},{"id":"https://openalex.org/keywords/ion-implantation","display_name":"Ion implantation","score":0.48638609051704407},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.480642706155777},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40237677097320557},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4005112051963806},{"id":"https://openalex.org/keywords/ion","display_name":"Ion","score":0.36652907729148865},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.33593398332595825},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28600484132766724},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.11738204956054688},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.09958189725875854}],"concepts":[{"id":"https://openalex.org/C66018809","wikidata":"https://www.wikidata.org/wiki/Q1570432","display_name":"Semiconductor device fabrication","level":3,"score":0.7039926052093506},{"id":"https://openalex.org/C108225325","wikidata":"https://www.wikidata.org/wiki/Q11456","display_name":"Semiconductor","level":2,"score":0.5173470377922058},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5066736340522766},{"id":"https://openalex.org/C41823505","wikidata":"https://www.wikidata.org/wiki/Q1436752","display_name":"Ion implantation","level":3,"score":0.48638609051704407},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.480642706155777},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40237677097320557},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4005112051963806},{"id":"https://openalex.org/C145148216","wikidata":"https://www.wikidata.org/wiki/Q36496","display_name":"Ion","level":2,"score":0.36652907729148865},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.33593398332595825},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28600484132766724},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.11738204956054688},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.09958189725875854},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C160671074","wikidata":"https://www.wikidata.org/wiki/Q267131","display_name":"Wafer","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/faia241042","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia241042","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241042","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"pmh:oai:netlibrary.aau.at/:12602674","is_oa":false,"landing_page_url":"https://resolver.obvsg.at/urn:nbn:at:at-ubk:1-58881","pdf_url":null,"source":{"id":"https://openalex.org/S7407055167","display_name":"University of Klagenfurt","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"DoctoralThesis"}],"best_oa_location":{"id":"doi:10.3233/faia241042","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia241042","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA241042","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403479279.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2074140965","https://openalex.org/W1601949612","https://openalex.org/W4252538208","https://openalex.org/W2165418048","https://openalex.org/W2358315670","https://openalex.org/W2034150566","https://openalex.org/W2125577883","https://openalex.org/W1976141328","https://openalex.org/W2329462865","https://openalex.org/W2120268142"],"abstract_inverted_index":{"In":[0],"view":[1],"of":[2,7,97,113],"the":[3,43],"high":[4],"total":[5],"cost":[6],"semiconductor":[8],"manufacturing":[9],"assets,":[10],"respective":[11],"equipment":[12,58,105],"needs":[13],"to":[14,41,48,75,102],"be":[15],"as":[16,18],"productive":[17],"possible.":[19],"To":[20],"avoid":[21],"needless":[22],"idling":[23],"and":[24,28,71],"unnecessary":[25],"downtime,":[26],"scheduling":[27,53],"maintenance":[29],"strategies":[30],"are":[31,83],"important":[32],"in":[33],"practice.":[34],"This":[35],"paper":[36],"presents":[37],"a":[38,61],"novel":[39],"approach":[40],"reduce":[42],"substantial":[44],"setup":[45,78],"costs":[46],"inherent":[47],"ion":[49],"implantation":[50],"by":[51,107],"deriving":[52],"constraints":[54,82],"based":[55],"on":[56],"current":[57],"conditions.":[59],"Consequently,":[60],"supervised":[62],"learning":[63],"pipeline":[64],"is":[65,100],"established":[66],"that":[67],"utilizes":[68],"built-in":[69],"sensors":[70],"process":[72],"target":[73],"data":[74],"accurately":[76],"predict":[77],"costs.":[79],"The":[80,95],"derived":[81],"integrated":[84],"into":[85],"scheduling,":[86],"thereby":[87],"enhancing":[88],"its":[89],"efficiency":[90],"through":[91],"dynamic":[92],"dispatching":[93],"adaptations.":[94],"application":[96],"our":[98],"method":[99],"projected":[101],"significantly":[103],"improve":[104],"availability":[106],"avoiding":[108],"more":[109],"than":[110],"100":[111],"hours":[112],"potential":[114],"downtime":[115],"annually.":[116]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
