{"id":"https://openalex.org/W2103972871","doi":"https://doi.org/10.1109/tcst.2004.843129","title":"NARX models of an industrial power plant gas turbine","display_name":"NARX models of an industrial power plant gas turbine","publication_year":2005,"publication_date":"2005-06-22","ids":{"openalex":"https://openalex.org/W2103972871","doi":"https://doi.org/10.1109/tcst.2004.843129","mag":"2103972871"},"language":"en","primary_location":{"id":"doi:10.1109/tcst.2004.843129","doi":"https://doi.org/10.1109/tcst.2004.843129","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcst.2004.843129","pdf_url":null,"source":{"id":"https://openalex.org/S133363738","display_name":"IEEE Transactions on Control Systems Technology","issn_l":"1063-6536","issn":["1063-6536","1558-0865","2374-0159"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","norway-2","poland-140","russia-white-list-1"],"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 Control Systems Technology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11380/1123528","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056527139","display_name":"Michele Basso","orcid":"https://orcid.org/0000-0002-1526-7715","observed_orcids":["https://orcid.org/0000-0002-1526-7715"]},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Basso","raw_affiliation_strings":["Dipartimento di Sistemi e Informatica, Universita di Firenze, Florence, Italy","Dipt. di Sistemi e Informatica, Univ. di Firenze, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Sistemi e Informatica, Universita di Firenze, Florence, Italy","institution_ids":["https://openalex.org/I45084792"]},{"raw_affiliation_string":"Dipt. di Sistemi e Informatica, Univ. di Firenze, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022872455","display_name":"Laura Giarr\u00e9","orcid":"https://orcid.org/0000-0002-2304-4394","observed_orcids":["https://orcid.org/0000-0002-2304-4394"]},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"L. Giarre","raw_affiliation_strings":["MESA Research Institute, Universita di Palermo, Palermo, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MESA Research Institute, Universita di Palermo, Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079663502","display_name":"S. Groppi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210157991","display_name":"General Electric (Italy)","ror":"https://ror.org/05ehfjt50","country_code":"IT","type":"company","lineage":["https://openalex.org/I1332737386","https://openalex.org/I4210157991"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"S. Groppi","raw_affiliation_strings":["General Electric-Nuovo Pignone, Florence, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"General Electric-Nuovo Pignone, Florence, Italy","institution_ids":["https://openalex.org/I4210157991"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052472472","display_name":"G. Zappa","orcid":"https://orcid.org/0000-0002-8733-3830","observed_orcids":["https://orcid.org/0000-0002-8733-3830"]},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Zappa","raw_affiliation_strings":["Dipartimento di Sistemi e Informatica, Universita di Firenze, Florence, Italy","[Dipartimento di Sistemi e Informatica, Universit\u00e0 di Firenze, Florence, Italy]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Sistemi e Informatica, Universita di Firenze, Florence, Italy","institution_ids":["https://openalex.org/I45084792"]},{"raw_affiliation_string":"[Dipartimento di Sistemi e Informatica, Universit\u00e0 di Firenze, Florence, Italy]","institution_ids":["https://openalex.org/I45084792"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":6.4396,"has_fulltext":false,"cited_by_count":106,"citation_normalized_percentile":{"value":0.95846251,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"13","issue":"4","first_page":"599","last_page":"604"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9990000128746033,"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/T11236","display_name":"Control Systems and Identification","score":0.9990000128746033,"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":0.00039999998989515007,"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/T13954","display_name":"Aerospace Engineering and Applications","score":9.999999747378752e-05,"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/narx-model","display_name":"NARX model","score":0.9599999785423279},{"id":"https://openalex.org/keywords/nonlinear-system-identification","display_name":"nonlinear system identification","score":0.8730000257492065},{"id":"https://openalex.org/keywords/gas-turbines","display_name":"gas turbines","score":0.6970000267028809},{"id":"https://openalex.org/keywords/industrial-power-plants","display_name":"industrial power plants","score":0.800000011920929},{"id":"https://openalex.org/keywords/stepwise-regression","display_name":"stepwise regression","score":0.9290000200271606},{"id":"https://openalex.org/keywords/forward-regression","display_name":"forward regression","score":0.7870000004768372},{"id":"https://openalex.org/keywords/subset-selection","display_name":"subset selection","score":0.7910000085830688},{"id":"https://openalex.org/keywords/input-signal-selection","display_name":"input signal selection","score":0.47200000286102295},{"id":"https://openalex.org/keywords/model-validation","display_name":"model validation","score":0.652999997138977}],"concepts":[{"id":"https://openalex.org/C42536954","wikidata":"https://www.wikidata.org/wiki/Q7049462","display_name":"Nonlinear autoregressive exogenous model","level":3,"score":0.9525917768478394},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.7683417797088623},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.5241140127182007},{"id":"https://openalex.org/C2987684023","wikidata":"https://www.wikidata.org/wiki/Q193470","display_name":"Gas turbines","level":2,"score":0.5147778987884521},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5064183473587036},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4942317306995392},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4890497624874115},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.44163256883621216},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.44129228591918945},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.42328783869743347},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.41391849517822266},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.351754367351532},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3306666314601898},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2430804967880249},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1530236303806305},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14598071575164795},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/tcst.2004.843129","doi":"https://doi.org/10.1109/tcst.2004.843129","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcst.2004.843129","pdf_url":null,"source":{"id":"https://openalex.org/S133363738","display_name":"IEEE Transactions on Control Systems Technology","issn_l":"1063-6536","issn":["1063-6536","1558-0865","2374-0159"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","norway-2","poland-140","russia-white-list-1"],"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 Control Systems Technology","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.924.8615","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.924.8615","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www1.unipa.it/%7Elaura.giarre/paperi/cstrev.pdf","raw_type":"text"},{"id":"pmh:oai:flore.unifi.it:2158/314368","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/2158/314368","pdf_url":null,"source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"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":"info:eu-repo/semantics/article"},{"id":"pmh:oai:iris.unimore.it:11380/1123528","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/1123528","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"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":"info:eu-repo/semantics/article"},{"id":"pmh:oai:iris.unipa.it:10447/21944","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10447/21944","pdf_url":null,"source":{"id":"https://openalex.org/S4306401065","display_name":"Nova Science Publishers (Nova Science Publishers, Inc.)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:iris.unimore.it:11380/1123528","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/1123528","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"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":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.6773999929428101,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"},{"score":0.571399986743927,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W4969381","https://openalex.org/W296863324","https://openalex.org/W616910851","https://openalex.org/W1964026835","https://openalex.org/W1998440482","https://openalex.org/W2024565720","https://openalex.org/W2034562813","https://openalex.org/W2053904120","https://openalex.org/W2089384736","https://openalex.org/W2103160355","https://openalex.org/W2125320404","https://openalex.org/W2136048980","https://openalex.org/W2137150285","https://openalex.org/W2143210693","https://openalex.org/W2913465992","https://openalex.org/W4300945981"],"related_works":["https://openalex.org/W1541828527","https://openalex.org/W4321106573","https://openalex.org/W1764517434","https://openalex.org/W1991675458","https://openalex.org/W2779554008","https://openalex.org/W4247095594","https://openalex.org/W3113304661","https://openalex.org/W2136048980","https://openalex.org/W3201406500","https://openalex.org/W1562623862"],"abstract_inverted_index":{"This":[0],"brief":[1],"reports":[2],"the":[3,6,18,33,73,79,82],"experience":[4],"with":[5,12,49],"identification":[7,93],"of":[8,32,81],"a":[9,50],"nonlinear":[10,83],"autoregressive":[11],"exogenous":[13],"inputs":[14],"(NARX)":[15],"model":[16,44],"for":[17,92],"PGT10B1":[19],"power":[20],"plant":[21],"gas":[22],"turbine":[23,34],"manufactured":[24],"by":[25],"General":[26],"Electric-Nuovo":[27],"Pignone.":[28],"Two":[29],"operating":[30],"conditions":[31],"are":[35,46],"considered:":[36],"isolated":[37],"mode":[38],"and":[39,56,64,77,94],"nonisolated":[40],"mode.":[41],"The":[42],"NARX":[43],"parameters":[45],"estimated":[47],"iteratively":[48],"Gram-Schmidt":[51],"procedure,":[52],"exploiting":[53],"both":[54],"forward":[55],"stepwise":[57],"regression.":[58],"Many":[59],"indexes":[60],"have":[61,96],"been":[62,97],"evaluated":[63],"compared":[65],"in":[66,72],"order":[67],"to":[68,90],"perform":[69],"subset":[70],"selection":[71],"functional":[74],"basis":[75],"set":[76],"determine":[78],"structure":[80],"model.":[84],"Various":[85],"input":[86],"signals":[87],"(from":[88],"narrow":[89],"broadband)":[91],"validation":[95],"considered.":[98]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":11},{"year":2012,"cited_by_count":9}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}