{"id":"https://openalex.org/W2116176717","doi":"https://doi.org/10.1109/access.2015.2478789","title":"Performance Prediction and Sensitivity Analysis of SAW Gas Sensors","display_name":"Performance Prediction and Sensitivity Analysis of SAW Gas Sensors","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2116176717","doi":"https://doi.org/10.1109/access.2015.2478789","mag":"2116176717"},"language":"en","primary_location":{"id":"doi:10.1109/access.2015.2478789","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2015.2478789","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/7042252/07272035.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/7042252/07272035.pdf","any_repository_has_fulltext":true},"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/A5067874357","display_name":"Kai-Yu Chiu","orcid":null},"institutions":[{"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":"Kai-Yu Chiu","raw_affiliation_strings":["Institute of Electrical Engineering, National Kaohsiung First University of Science and Technology, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Electrical Engineering, National Kaohsiung First University of Science and Technology, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I109289231"]}]},{"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/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"]},{"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"]}],"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":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.3637,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.63402701,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"3","issue":null,"first_page":"1614","last_page":"1619"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11160","display_name":"Acoustic Wave Resonator Technologies","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T11160","display_name":"Acoustic Wave Resonator Technologies","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T11472","display_name":"Analytical Chemistry and Sensors","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1502","display_name":"Bioengineering"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10461","display_name":"Gas Sensing Nanomaterials and Sensors","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/sensitivity","display_name":"Sensitivity (control systems)","score":0.7155268788337708},{"id":"https://openalex.org/keywords/surface-acoustic-wave","display_name":"Surface acoustic wave","score":0.6130203008651733},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.5458163022994995},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4948663115501404},{"id":"https://openalex.org/keywords/taguchi-methods","display_name":"Taguchi methods","score":0.4905511736869812},{"id":"https://openalex.org/keywords/root-mean-square","display_name":"Root mean square","score":0.4643894135951996},{"id":"https://openalex.org/keywords/electrode","display_name":"Electrode","score":0.4617467224597931},{"id":"https://openalex.org/keywords/substrate","display_name":"Substrate (aquarium)","score":0.43923380970954895},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.4268924593925476},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4250751733779907},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40701112151145935},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.2606097459793091},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2574121654033661},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15297317504882812},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14171060919761658},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12957781553268433},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12098643183708191},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10286933183670044}],"concepts":[{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.7155268788337708},{"id":"https://openalex.org/C162954803","wikidata":"https://www.wikidata.org/wiki/Q424074","display_name":"Surface acoustic wave","level":2,"score":0.6130203008651733},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.5458163022994995},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4948663115501404},{"id":"https://openalex.org/C83469408","wikidata":"https://www.wikidata.org/wiki/Q2036525","display_name":"Taguchi methods","level":2,"score":0.4905511736869812},{"id":"https://openalex.org/C71907059","wikidata":"https://www.wikidata.org/wiki/Q223323","display_name":"Root mean square","level":2,"score":0.4643894135951996},{"id":"https://openalex.org/C17525397","wikidata":"https://www.wikidata.org/wiki/Q176140","display_name":"Electrode","level":2,"score":0.4617467224597931},{"id":"https://openalex.org/C2777289219","wikidata":"https://www.wikidata.org/wiki/Q7632154","display_name":"Substrate (aquarium)","level":2,"score":0.43923380970954895},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4268924593925476},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4250751733779907},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40701112151145935},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.2606097459793091},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2574121654033661},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15297317504882812},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14171060919761658},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12957781553268433},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12098643183708191},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10286933183670044},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2015.2478789","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2015.2478789","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/7042252/07272035.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:27a945cad3e94e898f066e0808d9effd","is_oa":true,"landing_page_url":"https://doaj.org/article/27a945cad3e94e898f066e0808d9effd","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 3, Pp 1614-1619 (2015)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2015.2478789","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2015.2478789","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/7042252/07272035.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"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/G53665520","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"},{"id":"https://openalex.org/G5484614122","display_name":null,"funder_award_id":"102-2221-E-151-021-MY3","funder_id":"https://openalex.org/F4320321040","funder_display_name":"National Science Council"},{"id":"https://openalex.org/G7360589430","display_name":null,"funder_award_id":"NSC 102-2221-E-153-002","funder_id":"https://openalex.org/F4320321040","funder_display_name":"National Science Council"},{"id":"https://openalex.org/G7392930247","display_name":null,"funder_award_id":"NSC 102-2221-E-151-021-MY3","funder_id":"https://openalex.org/F4320321040","funder_display_name":"National Science Council"},{"id":"https://openalex.org/G7410444719","display_name":null,"funder_award_id":"NSC 102-2221-E-153-002","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G7898761684","display_name":null,"funder_award_id":"MOST 103-2221-E-153-004-MY2","funder_id":"https://openalex.org/F4320321040","funder_display_name":"National Science Council"}],"funders":[{"id":"https://openalex.org/F4320318457","display_name":"National Pingtung University of Science and Technology","ror":"https://ror.org/01y6ccj36"},{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320324282","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17"},{"id":"https://openalex.org/F4320327756","display_name":"National University of Science and Technology","ror":"https://ror.org/019vsm959"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2116176717.pdf","grobid_xml":"https://content.openalex.org/works/W2116176717.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W58177417","https://openalex.org/W409509505","https://openalex.org/W1639032689","https://openalex.org/W1973466758","https://openalex.org/W1978111724","https://openalex.org/W1992612295","https://openalex.org/W1999919832","https://openalex.org/W2010688601","https://openalex.org/W2019207321","https://openalex.org/W2041255922","https://openalex.org/W2042136927","https://openalex.org/W2077427849","https://openalex.org/W2114053544","https://openalex.org/W2117937713","https://openalex.org/W2143482492","https://openalex.org/W2156714842","https://openalex.org/W2160920192","https://openalex.org/W2220118198","https://openalex.org/W3023540311"],"related_works":["https://openalex.org/W2141801573","https://openalex.org/W2042858286","https://openalex.org/W2186534316","https://openalex.org/W1899929387","https://openalex.org/W2104509673","https://openalex.org/W1660662692","https://openalex.org/W778881360","https://openalex.org/W2289064120","https://openalex.org/W2047779624","https://openalex.org/W3011201302"],"abstract_inverted_index":{"An":[0],"improved":[1],"adaptive":[2],"neuro-fuzzy":[3],"inference":[4],"system":[5],"(IANFIS)":[6],"is":[7,42,127,168],"proposed":[8,29,140,166],"to":[9,13,47,57,75],"build":[10],"a":[11],"model":[12,126],"predict":[14],"the":[15,28,34,38,45,50,60,77,81,88,94,97,105,107,110,117,124,130,139,148,157,165,172,176,185,189,192,197,201],"resonant":[16,131,161,202],"frequency":[17,132,162,203],"shift":[18,133,163,204],"performance":[19,36,158],"of":[20,69,80,90,100,109,123,129,160,175,191],"surface":[21],"acoustic":[22],"wave":[23],"(SAW)":[24],"gas":[25,71],"sensors.":[26],"In":[27,170],"IANFIS,":[30],"by":[31,138,147],"directly":[32],"minimizing":[33],"root-mean-squared-error":[35],"criterion,":[37],"Taguchi-genetic":[39],"learning":[40],"algorithm":[41],"used":[43],"in":[44],"ANFIS":[46],"find":[48],"both":[49,184],"optimal":[51],"premise":[52],"and":[53,56,116,188],"consequent":[54],"parameters":[55,68,179],"simultaneously":[58],"determine":[59],"most":[61,198],"suitable":[62],"membership":[63],"functions.":[64],"The":[65,84,120,135,152],"five":[66,177],"design":[67,178],"SAW":[70],"sensors":[72],"are":[73,142],"considered":[74],"be":[76],"input":[78,85],"variables":[79,86],"IANFIS":[82,125,141,167],"model.":[83],"include":[87],"number":[89],"electrode":[91,95,118,186],"finger":[92],"pairs,":[93],"overlap,":[96],"separation":[98],"distance":[99],"two":[101],"interdigital":[102],"transducers":[103],"on":[104,200],"substrate,":[106,115],"dimensions":[108,190],"stable":[111],"temperature-cut":[112],"(ST-cut)":[113],"quartz":[114,194],"thickness.":[119],"output":[121],"variable":[122],"composed":[128],"performance.":[134,205],"results":[136],"predicted":[137],"compared":[143],"with":[144],"those":[145],"obtained":[146],"back-propagation":[149],"neural":[150],"network.":[151],"comparison":[153],"has":[154],"shown":[155,182],"that":[156,183],"prediction":[159],"using":[164],"effective.":[169],"addition,":[171],"sensitivity":[173],"analyses":[174],"have":[180,196],"also":[181],"overlap":[187],"ST-cut":[193],"substrate":[195],"influence":[199]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}