{"id":"https://openalex.org/W3146598488","doi":"https://doi.org/10.1109/wsc.2008.4736338","title":"Systematic applications of multivariate analysis to monitoring of equipment health in semiconductor manufacturing","display_name":"Systematic applications of multivariate analysis to monitoring of equipment health in semiconductor manufacturing","publication_year":2008,"publication_date":"2008-12-01","ids":{"openalex":"https://openalex.org/W3146598488","doi":"https://doi.org/10.1109/wsc.2008.4736338","mag":"3146598488"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2008.4736338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2008.4736338","pdf_url":null,"source":{"id":"https://openalex.org/S4363608392","display_name":"2008 Winter Simulation Conference","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 Winter Simulation Conference","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/A5041682925","display_name":"An-Kuo Chao","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"A.G. Chao","raw_affiliation_strings":["Department of Statistics, National Tsing Hua University, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012701938","display_name":"Sheng-Tsiang Tseng","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"S.T. Tseng","raw_affiliation_strings":["Department of Statistics, National Tsing Hua University, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046832315","display_name":"David Shan\u2010Hill Wong","orcid":"https://orcid.org/0000-0001-8574-8234"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"D.S.H. Wong","raw_affiliation_strings":["Department of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052746677","display_name":"Shi\u2010Shang Jang","orcid":"https://orcid.org/0000-0002-9121-0403"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"S.S. Jang","raw_affiliation_strings":["Department of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045011154","display_name":"Sai Peck Lee","orcid":"https://orcid.org/0000-0002-4551-430X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S.P. Lee","raw_affiliation_strings":["Department of Industrial Engineering and Management, Ching Yun University of Technology, Jhong Li, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, Ching Yun University of Technology, Jhong Li, Taiwan","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57198444,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2330","last_page":"2334"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9987000226974487,"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9750999808311462,"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/semiconductor-device-fabrication","display_name":"Semiconductor device fabrication","score":0.571074366569519},{"id":"https://openalex.org/keywords/multivariate-analysis","display_name":"Multivariate analysis","score":0.4680373966693878},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.4659278094768524},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4605919122695923},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.3593481481075287},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3420354127883911},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3282558023929596},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.13978832960128784},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.0845726728439331}],"concepts":[{"id":"https://openalex.org/C66018809","wikidata":"https://www.wikidata.org/wiki/Q1570432","display_name":"Semiconductor device fabrication","level":3,"score":0.571074366569519},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.4680373966693878},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.4659278094768524},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4605919122695923},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.3593481481075287},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3420354127883911},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3282558023929596},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.13978832960128784},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0845726728439331},{"id":"https://openalex.org/C160671074","wikidata":"https://www.wikidata.org/wiki/Q267131","display_name":"Wafer","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2008.4736338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2008.4736338","pdf_url":null,"source":{"id":"https://openalex.org/S4363608392","display_name":"2008 Winter Simulation Conference","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 Winter Simulation Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1974462085","https://openalex.org/W1978994389","https://openalex.org/W2006650073","https://openalex.org/W2052938780","https://openalex.org/W2096697795","https://openalex.org/W2142704389","https://openalex.org/W2483664965"],"related_works":["https://openalex.org/W2406638334","https://openalex.org/W40745829","https://openalex.org/W4318262572","https://openalex.org/W1978357124","https://openalex.org/W1578824628","https://openalex.org/W2032728545","https://openalex.org/W1570805059","https://openalex.org/W4250754046","https://openalex.org/W4243682621","https://openalex.org/W2036849593"],"abstract_inverted_index":{"In":[0],"this":[1,80],"work,":[2],"a":[3,8,88],"systematic":[4],"procedure":[5],"of":[6,19,31,46,57,69,92],"building":[7],"model":[9],"for":[10],"monitoring":[11,20],"batch":[12,94],"processes":[13],"in":[14,41,54],"semiconductor":[15],"manufacturing":[16,26],"and":[17],"visualization":[18],"results":[21],"will":[22],"be":[23,38,52],"presented.":[24],"Semiconductor":[25],"batch-processing":[27],"stages":[28],"usually":[29],"consist":[30],"many":[32],"steps.":[33],"Aging":[34],"trends":[35],"likely":[36],"to":[37,74,86],"detected":[39],"only":[40],"the":[42],"steady":[43],"state":[44],"period":[45,56],"each":[47,58,70,93],"step.":[48,59],"Large":[49],"fluctuations":[50],"can":[51],"found":[53],"on-off":[55],"Hence":[60],"\u201cstep-trend\u201d":[61],"variables,":[62],"i.e.":[63],"mean":[64],"shifts":[65],"from":[66,79],"reference":[67],"profiles":[68],"steps,":[71],"are":[72,83],"defined":[73],"track":[75],"aging":[76],"trends.":[77],"Residuals":[78],"shifted":[81],"profile":[82],"then":[84],"used":[85],"provide":[87],"combined":[89],"health":[90],"index":[91],"through":[95],"Hotelling":[96],"T2":[97],"analysis.":[98]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
