{"id":"https://openalex.org/W2990434508","doi":"https://doi.org/10.3906/elk-1807-87","title":"Predicting CO and NOxemissions from gas turbines: novel data and abenchmark PEMS","display_name":"Predicting CO and NOxemissions from gas turbines: novel data and abenchmark PEMS","publication_year":2019,"publication_date":"2019-08-10","ids":{"openalex":"https://openalex.org/W2990434508","doi":"https://doi.org/10.3906/elk-1807-87","mag":"2990434508"},"language":"en","primary_location":{"id":"doi:10.3906/elk-1807-87","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-1807-87","pdf_url":"https://doi.org/10.3906/elk-1807-87","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.3906/elk-1807-87","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050585145","display_name":"Heysem Kaya","orcid":"https://orcid.org/0000-0001-7947-5508"},"institutions":[{"id":"https://openalex.org/I125454184","display_name":"Tekirda\u011f Nam\u0131k Kemal University","ror":"https://ror.org/01a0mk874","country_code":"TR","type":"education","lineage":["https://openalex.org/I125454184"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Heysem KAYA","raw_affiliation_strings":["Department of Computer Engineering, \u00c7orlu Faculty of Engineering, Nam\u0131k Kemal University, Tekirda\u011f, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-7947-5508","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, \u00c7orlu Faculty of Engineering, Nam\u0131k Kemal University, Tekirda\u011f, Turkey","institution_ids":["https://openalex.org/I125454184"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026063534","display_name":"P\u0131nar T\u00fcfek\u00e7i","orcid":"https://orcid.org/0000-0003-4842-2635"},"institutions":[{"id":"https://openalex.org/I125454184","display_name":"Tekirda\u011f Nam\u0131k Kemal University","ror":"https://ror.org/01a0mk874","country_code":"TR","type":"education","lineage":["https://openalex.org/I125454184"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"P\u0131nar T\u00dcFEKC\u0130","raw_affiliation_strings":["Department of Computer Engineering, \u00c7orlu Faculty of Engineering, Nam\u0131k Kemal University, Tekirda\u011f, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-4842-2635","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, \u00c7orlu Faculty of Engineering, Nam\u0131k Kemal University, Tekirda\u011f, Turkey","institution_ids":["https://openalex.org/I125454184"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078816512","display_name":"Erdin\u00e7 Uzun","orcid":"https://orcid.org/0000-0003-4351-2244"},"institutions":[{"id":"https://openalex.org/I125454184","display_name":"Tekirda\u011f Nam\u0131k Kemal University","ror":"https://ror.org/01a0mk874","country_code":"TR","type":"education","lineage":["https://openalex.org/I125454184"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Erdin\u00e7 UZUN","raw_affiliation_strings":["Department of Computer Engineering, \u00c7orlu Faculty of Engineering, Nam\u0131k Kemal University, Tekirda\u011f, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-4351-2244","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, \u00c7orlu Faculty of Engineering, Nam\u0131k Kemal University, Tekirda\u011f, Turkey","institution_ids":["https://openalex.org/I125454184"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050585145"],"corresponding_institution_ids":["https://openalex.org/I125454184"],"apc_list":null,"apc_paid":null,"fwci":3.3202,"has_fulltext":false,"cited_by_count":103,"citation_normalized_percentile":{"value":0.91680084,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"27","issue":"6","first_page":"4783","last_page":"4796"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10192","display_name":"Catalytic Processes in Materials Science","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/gas-turbines","display_name":"Gas turbines","score":0.826529860496521},{"id":"https://openalex.org/keywords/comparability","display_name":"Comparability","score":0.8156447410583496},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7413524985313416},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.548899233341217},{"id":"https://openalex.org/keywords/nox","display_name":"NOx","score":0.4792592525482178},{"id":"https://openalex.org/keywords/turbine","display_name":"Turbine","score":0.4165838658809662},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22303840517997742},{"id":"https://openalex.org/keywords/combustion","display_name":"Combustion","score":0.1299966275691986},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.08944940567016602},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07173657417297363},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.0716242790222168}],"concepts":[{"id":"https://openalex.org/C2987684023","wikidata":"https://www.wikidata.org/wiki/Q193470","display_name":"Gas turbines","level":2,"score":0.826529860496521},{"id":"https://openalex.org/C197947376","wikidata":"https://www.wikidata.org/wiki/Q5155608","display_name":"Comparability","level":2,"score":0.8156447410583496},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7413524985313416},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.548899233341217},{"id":"https://openalex.org/C203032635","wikidata":"https://www.wikidata.org/wiki/Q20962970","display_name":"NOx","level":3,"score":0.4792592525482178},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.4165838658809662},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22303840517997742},{"id":"https://openalex.org/C105923489","wikidata":"https://www.wikidata.org/wiki/Q133235","display_name":"Combustion","level":2,"score":0.1299966275691986},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.08944940567016602},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07173657417297363},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0716242790222168},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3906/elk-1807-87","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-1807-87","pdf_url":"https://doi.org/10.3906/elk-1807-87","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","raw_type":"journal-article"},{"id":"pmh:uu:oai:dspace.library.uu.nl:1874/407781","is_oa":true,"landing_page_url":"https://dspace.library.uu.nl/handle/1874/407781","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES, 27(6), 4783. Turkiye Klinikleri Journal of Medical Sciences","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3906/elk-1807-87","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-1807-87","pdf_url":"https://doi.org/10.3906/elk-1807-87","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W341735883","https://openalex.org/W1494235660","https://openalex.org/W1502056849","https://openalex.org/W1559979466","https://openalex.org/W1975208468","https://openalex.org/W1992408492","https://openalex.org/W1993717606","https://openalex.org/W2003155567","https://openalex.org/W2006881475","https://openalex.org/W2009486233","https://openalex.org/W2019319598","https://openalex.org/W2023419230","https://openalex.org/W2026131661","https://openalex.org/W2031937646","https://openalex.org/W2051453543","https://openalex.org/W2064769840","https://openalex.org/W2100235303","https://openalex.org/W2111072639","https://openalex.org/W2134603844","https://openalex.org/W2221397028","https://openalex.org/W2322779879","https://openalex.org/W2333929736","https://openalex.org/W2502232300","https://openalex.org/W2523706693","https://openalex.org/W2585658440","https://openalex.org/W2751060233","https://openalex.org/W2911964244","https://openalex.org/W4237723258","https://openalex.org/W4240369198"],"related_works":["https://openalex.org/W2365594754","https://openalex.org/W2575292835","https://openalex.org/W4287902769","https://openalex.org/W3001140700","https://openalex.org/W2995453361","https://openalex.org/W3021704418","https://openalex.org/W4390295458","https://openalex.org/W1990407237","https://openalex.org/W2092282998","https://openalex.org/W2053982300"],"abstract_inverted_index":{"Predictive":[0],"emission":[1,15,73],"monitoring":[2,16],"systems":[3,17],"(PEMS)":[4],"are":[5],"important":[6],"tools":[7],"for":[8,50,81],"validation":[9],"and":[10,30,57,68],"backing":[11],"up":[12],"of":[13,28,54,83],"costlycontinuous":[14],"used":[18],"in":[19],"gas-turbine-based":[20],"power":[21],"plants.":[22],"Their":[23],"implementation":[24],"relies":[25],"on":[26,86],"theavailability":[27],"appropriate":[29],"ecologically":[31],"valid":[32],"data.":[33,88],"In":[34],"this":[35],"paper,":[36],"we":[37,76],"introduce":[38],"a":[39,47],"novel":[40],"PEMS":[41],"dataset":[42],"collected":[43],"overfive":[44],"years":[45],"from":[46],"gas":[48],"turbine":[49],"the":[51,55,61,87],"predictive":[52],"modeling":[53],"CO":[56],"NOxemissions.":[58],"We":[59],"analyze":[60],"data":[62],"using":[63],"arecent":[64],"machine":[65],"learning":[66],"paradigm,":[67],"present":[69,77],"useful":[70],"insights":[71],"about":[72],"predictions.":[74],"Furthermore,":[75],"abenchmark":[78],"experimental":[79],"procedure":[80],"comparability":[82],"future":[84],"works":[85]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":24},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-19T21:40:30.786675","created_date":"2019-12-05T00:00:00"}