{"id":"https://openalex.org/W2623278439","doi":"https://doi.org/10.1109/tsmc.2017.2707441","title":"Intelligent Data-Driven Adaptive Method for Optimizing System Integration Scaling Factors for Touch Panel Lamination Machines","display_name":"Intelligent Data-Driven Adaptive Method for Optimizing System Integration Scaling Factors for Touch Panel Lamination Machines","publication_year":2017,"publication_date":"2017-06-08","ids":{"openalex":"https://openalex.org/W2623278439","doi":"https://doi.org/10.1109/tsmc.2017.2707441","mag":"2623278439"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2017.2707441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2017.2707441","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-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/A5057953757","display_name":"Jinn\u2010Tsong Tsai","orcid":"https://orcid.org/0000-0002-1531-5027"},"institutions":[{"id":"https://openalex.org/I1309796872","display_name":"National Pingtung University","ror":"https://ror.org/03z698x91","country_code":"TW","type":"education","lineage":["https://openalex.org/I1309796872"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Jinn-Tsong Tsai","raw_affiliation_strings":["Department of Computer Science, National Pingtung University, Pingtung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Pingtung University, Pingtung, Taiwan","institution_ids":["https://openalex.org/I1309796872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111699284","display_name":"Chorng-Tyan Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148968","display_name":"Metal Industries Research & Development Centre","ror":"https://ror.org/0584sxj05","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I4210148968"]},{"id":"https://openalex.org/I89178830","display_name":"National Kaohsiung University of Applied Sciences","ror":"https://ror.org/04wydzr61","country_code":"TW","type":"education","lineage":["https://openalex.org/I89178830"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chorng-Tyan Lin","raw_affiliation_strings":["Department of Electrical Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan","Metal Industries Research and Development Centre, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I89178830"]},{"raw_affiliation_string":"Metal Industries Research and Development Centre, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I4210148968"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054686089","display_name":"Jyh\u2010Horng Chou","orcid":"https://orcid.org/0000-0001-8096-0586"},"institutions":[{"id":"https://openalex.org/I89178830","display_name":"National Kaohsiung University of Applied Sciences","ror":"https://ror.org/04wydzr61","country_code":"TW","type":"education","lineage":["https://openalex.org/I89178830"]},{"id":"https://openalex.org/I152743029","display_name":"Kaohsiung Medical University","ror":"https://ror.org/03gk81f96","country_code":"TW","type":"education","lineage":["https://openalex.org/I152743029"]},{"id":"https://openalex.org/I4210121532","display_name":"Ministry of Health and Welfare","ror":"https://ror.org/024w0ge69","country_code":"TW","type":"government","lineage":["https://openalex.org/I4210121532","https://openalex.org/I4405257903"]},{"id":"https://openalex.org/I109289231","display_name":"National Kaohsiung First University of Science and Technology","ror":"https://ror.org/03858r716","country_code":"TW","type":"education","lineage":["https://openalex.org/I109289231"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jyh-Horng Chou","raw_affiliation_strings":["Department of Electrical Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan","Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, Kaohsiung, Taiwan","Institute of Electrical Engineering, National Kaohsiung First University of Science and Technology, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I89178830"]},{"raw_affiliation_string":"Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I152743029","https://openalex.org/I4210121532"]},{"raw_affiliation_string":"Institute of Electrical Engineering, National Kaohsiung First University of Science and Technology, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I109289231"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057953757"],"corresponding_institution_ids":["https://openalex.org/I1309796872"],"apc_list":null,"apc_paid":null,"fwci":0.182,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55185092,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"50","issue":"4","first_page":"1300","last_page":"1309"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10638","display_name":"Optical measurement and interference techniques","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T10638","display_name":"Optical measurement and interference techniques","score":0.9980999827384949,"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/T11583","display_name":"Advanced Measurement and Metrology Techniques","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T11517","display_name":"Advanced optical system design","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/scaling","display_name":"Scaling","score":0.6396734118461609},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6086111068725586},{"id":"https://openalex.org/keywords/lamination","display_name":"Lamination","score":0.4250602424144745},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4203885793685913},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18070241808891296}],"concepts":[{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.6396734118461609},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6086111068725586},{"id":"https://openalex.org/C2777557983","wikidata":"https://www.wikidata.org/wiki/Q384943","display_name":"Lamination","level":3,"score":0.4250602424144745},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4203885793685913},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18070241808891296},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2017.2707441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2017.2707441","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1101200389","display_name":null,"funder_award_id":"MOST 103-2221-E-153-004-MY2","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G2051479224","display_name":null,"funder_award_id":"MOST 105-2221-E-153-005","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G2213572839","display_name":null,"funder_award_id":"MOST 105-2218-E-151-001","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G7083886803","display_name":null,"funder_award_id":"NSC 102-2221-E-151-021- MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W7374852","https://openalex.org/W1501299320","https://openalex.org/W1558743330","https://openalex.org/W1963539350","https://openalex.org/W1984572987","https://openalex.org/W1985028773","https://openalex.org/W1996762208","https://openalex.org/W2001700283","https://openalex.org/W2054186106","https://openalex.org/W2054343745","https://openalex.org/W2057480632","https://openalex.org/W2086611527","https://openalex.org/W2091953514","https://openalex.org/W2114053544","https://openalex.org/W2131427916","https://openalex.org/W2143482492","https://openalex.org/W2153334892","https://openalex.org/W2154941864","https://openalex.org/W2189472867","https://openalex.org/W2244082569","https://openalex.org/W2343678873","https://openalex.org/W2402084509","https://openalex.org/W2416813186","https://openalex.org/W2468761488","https://openalex.org/W4255670102","https://openalex.org/W4256068510","https://openalex.org/W6629896008"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2371481625","https://openalex.org/W2738762481","https://openalex.org/W2353518407","https://openalex.org/W4364304844","https://openalex.org/W2384056497","https://openalex.org/W2082903285","https://openalex.org/W2287894775"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,57,102,176,216],"new":[4,94],"intelligent":[5],"data-driven":[6],"adaptive":[7],"method":[8],"(IDAM)":[9],"of":[10,21,29,84,89,128,149,190,209,225],"performing":[11],"automatic":[12,36,141],"online":[13,19,136,172,241],"searches":[14],"in":[15,107,131,244],"real":[16,245],"time.":[17],"An":[18],"implementation":[20],"the":[22,52,81,117,126,129,147,154,161,166,187,199,205,226],"proposed":[23,42,227],"IDAM":[24,43,130,167,228],"achieved":[25],"rapid":[26],"real-time":[27,137,173],"optimization":[28],"system":[30,155,181],"integration":[31,156,182],"scaling":[32,157,183,201],"factors":[33,158,184,202],"for":[34,76,140,180,235,240],"an":[35,207],"touch":[37,142],"panel":[38,143],"lamination":[39,144],"machine.":[40],"The":[41,222],"combines":[44],"three-level":[45,95,109],"orthogonal":[46],"arrays":[47],"(OAs),":[48],"signal-to-noise":[49],"ratios":[50],"(SNRs),":[51],"best":[53,82],"combined":[54],"strategy,":[55],"and":[56,72,105,247],"stepwise":[58,103,178],"ratio.":[59],"Three-level":[60],"OA":[61,110],"experiments":[62,150,174],"with":[63,175,248],"factor":[64,85,90,96],"values":[65,86,97],"are":[66,74,98,114],"used":[67,106],"to":[68,123,152,214],"perform":[69],"positional":[70,217],"experiments,":[71],"SNRs":[73],"calculated":[75],"each":[77],"experimental":[78,196],"value.":[79],"After":[80],"combination":[83],"(in":[87],"terms":[88],"effect)":[91],"is":[92,120,232],"determined,":[93],"derived":[99],"by":[100,204],"applying":[101],"ratio":[104,179],"further":[108],"experiments.":[111,250],"These":[112],"steps":[113],"repeated":[115],"until":[116],"stopping":[118],"criterion":[119],"met.":[121],"Compared":[122],"conventional":[124,230],"methods,":[125],"use":[127],"practical":[132],"industrial":[133],"applications,":[134],"i.e.,":[135],"precision":[138],"positioning":[139],"machines,":[145],"reduces":[146],"number":[148],"needed":[151,213],"obtain":[153],"that":[159,185],"minimize":[160],"iteration":[162],"count.":[163],"For":[164],"example,":[165],"required":[168],"less":[169],"than":[170],"40":[171],"specific":[177],"met":[186],"minimum":[188],"requirement":[189],"two":[191],"iterations.":[192],"In":[193],"50":[194],"independent":[195],"runs":[197],"using":[198],"robust":[200,238],"obtained":[203],"method,":[206],"average":[208],"2.15":[210],"iterations":[211],"was":[212],"achieve":[215],"accuracy":[218],"within":[219],"5":[220],"\u03bcm.":[221],"main":[223],"advantage":[224],"over":[229],"methods":[231],"its":[233],"effectiveness":[234],"automatically":[236],"finding":[237],"parameters":[239],"alignment":[242],"systems":[243],"time":[246],"fewer":[249]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}