{"id":"https://openalex.org/W4406794154","doi":"https://doi.org/10.1109/tim.2025.3533619","title":"A Hybrid Data-Driven Model for Predicting NOx Concentration in a Cement Clinker Calcination System","display_name":"A Hybrid Data-Driven Model for Predicting NOx Concentration in a Cement Clinker Calcination System","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406794154","doi":"https://doi.org/10.1109/tim.2025.3533619"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3533619","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3533619","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5066914771","display_name":"Shanshan Xue","orcid":null},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shanshan Xue","raw_affiliation_strings":["School of Mathematical Sciences, University of Jinan, Jinan, China"],"raw_orcid":"https://orcid.org/0009-0004-1408-3158","affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064384493","display_name":"Fanjun Li","orcid":"https://orcid.org/0000-0002-7303-7002"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fanjun Li","raw_affiliation_strings":["School of Mathematical Sciences, University of Jinan, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-7303-7002","affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018114354","display_name":"Shaoqi Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoqi Cheng","raw_affiliation_strings":["School of Mathematical Sciences, University of Jinan, Jinan, China"],"raw_orcid":"https://orcid.org/0009-0009-7472-6094","affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028939074","display_name":"Jiayue Feng","orcid":"https://orcid.org/0009-0004-5380-4181"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayue Feng","raw_affiliation_strings":["School of Mathematical Sciences, University of Jinan, Jinan, China"],"raw_orcid":"https://orcid.org/0009-0004-5380-4181","affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107895258","display_name":"X. Y. Shen","orcid":"https://orcid.org/0009-0000-9033-6912"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Shen","raw_affiliation_strings":["School of Mathematical Sciences, University of Jinan, Jinan, China"],"raw_orcid":"https://orcid.org/0009-0000-9033-6912","affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5066914771"],"corresponding_institution_ids":["https://openalex.org/I34949971"],"apc_list":null,"apc_paid":null,"fwci":2.1998,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.85150122,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.9545999765396118,"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/T14474","display_name":"Industrial Technology and Control Systems","score":0.9545999765396118,"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9182000160217285,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing 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/T12425","display_name":"Industrial Gas Emission Control","score":0.9021999835968018,"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/calcination","display_name":"Calcination","score":0.8486194610595703},{"id":"https://openalex.org/keywords/nox","display_name":"NOx","score":0.7476078271865845},{"id":"https://openalex.org/keywords/cement","display_name":"Cement","score":0.706962525844574},{"id":"https://openalex.org/keywords/clinker","display_name":"Clinker (cement)","score":0.6947637796401978},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.48295754194259644},{"id":"https://openalex.org/keywords/waste-management","display_name":"Waste management","score":0.4546513855457306},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.4504103660583496},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.41130274534225464},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3844541311264038},{"id":"https://openalex.org/keywords/metallurgy","display_name":"Metallurgy","score":0.3436299264431},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.24242046475410461},{"id":"https://openalex.org/keywords/combustion","display_name":"Combustion","score":0.22226989269256592},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2166278064250946},{"id":"https://openalex.org/keywords/portland-cement","display_name":"Portland cement","score":0.19541138410568237},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1545749306678772},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.13484510779380798},{"id":"https://openalex.org/keywords/catalysis","display_name":"Catalysis","score":0.0839855968952179}],"concepts":[{"id":"https://openalex.org/C7082614","wikidata":"https://www.wikidata.org/wiki/Q849523","display_name":"Calcination","level":3,"score":0.8486194610595703},{"id":"https://openalex.org/C203032635","wikidata":"https://www.wikidata.org/wiki/Q20962970","display_name":"NOx","level":3,"score":0.7476078271865845},{"id":"https://openalex.org/C523993062","wikidata":"https://www.wikidata.org/wiki/Q45190","display_name":"Cement","level":2,"score":0.706962525844574},{"id":"https://openalex.org/C105192709","wikidata":"https://www.wikidata.org/wiki/Q189333","display_name":"Clinker (cement)","level":4,"score":0.6947637796401978},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.48295754194259644},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.4546513855457306},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.4504103660583496},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.41130274534225464},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3844541311264038},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.3436299264431},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.24242046475410461},{"id":"https://openalex.org/C105923489","wikidata":"https://www.wikidata.org/wiki/Q133235","display_name":"Combustion","level":2,"score":0.22226989269256592},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2166278064250946},{"id":"https://openalex.org/C2780021121","wikidata":"https://www.wikidata.org/wiki/Q844123","display_name":"Portland cement","level":3,"score":0.19541138410568237},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1545749306678772},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.13484510779380798},{"id":"https://openalex.org/C161790260","wikidata":"https://www.wikidata.org/wiki/Q82264","display_name":"Catalysis","level":2,"score":0.0839855968952179},{"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3533619","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3533619","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4979752999","display_name":null,"funder_award_id":"62073153","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2006881475","https://openalex.org/W2054217036","https://openalex.org/W2059433485","https://openalex.org/W2095089989","https://openalex.org/W2128084896","https://openalex.org/W2587861275","https://openalex.org/W2589067192","https://openalex.org/W2885420314","https://openalex.org/W2974942223","https://openalex.org/W2975924256","https://openalex.org/W3204031712","https://openalex.org/W4200525395","https://openalex.org/W4210567265","https://openalex.org/W4212854774","https://openalex.org/W4283643275","https://openalex.org/W4285040428","https://openalex.org/W4288391218","https://openalex.org/W4289260539","https://openalex.org/W4292328855","https://openalex.org/W4309047475","https://openalex.org/W4312458945","https://openalex.org/W4376870380","https://openalex.org/W4385173611","https://openalex.org/W4385574937","https://openalex.org/W4392567286","https://openalex.org/W4395056641","https://openalex.org/W4400762160","https://openalex.org/W6749825310"],"related_works":["https://openalex.org/W2075855246","https://openalex.org/W2373792332","https://openalex.org/W2484377929","https://openalex.org/W4283382210","https://openalex.org/W2348331980","https://openalex.org/W2982301894","https://openalex.org/W2352395133","https://openalex.org/W121500403","https://openalex.org/W2913943396","https://openalex.org/W2376637741"],"abstract_inverted_index":{"Predicting":[0],"nitrogen":[1],"oxide":[2],"(NOx)":[3],"concentrations":[4],"accurately":[5],"is":[6,33,47,82,107,116,140],"critical":[7],"for":[8,37,49,84,109],"pollution":[9],"monitoring":[10],"and":[11,26,29,66,126],"control":[12],"in":[13,55,77],"a":[14,34,42,80,102,114,120],"cement":[15],"clinker":[16],"calcination":[17],"system":[18],"(CCCS).":[19],"However,":[20],"due":[21],"to":[22,73,93,118],"the":[23,96,135,143],"harsh":[24],"environment":[25],"complex":[27],"physical":[28],"chemical":[30],"reactions,":[31],"this":[32],"complicated":[35],"task":[36],"traditional":[38],"measurement":[39],"methods.":[40],"Therefore,":[41],"hybrid":[43],"data-driven":[44],"model":[45],"(HDDM)":[46],"proposed":[48],"real-time":[50],"prediction":[51,136],"of":[52,99,138],"NOx":[53,124],"concentration":[54,125],"CCCS,":[56],"by":[57],"integrating":[58],"random":[59],"forest":[60],"(RF),":[61],"temporal":[62,97,128],"convolutional":[63],"network":[64,70],"(TCN),":[65],"deep":[67],"echo":[68],"state":[69],"(DESN).":[71],"First,":[72],"reduce":[74],"noise":[75],"interference":[76],"process":[78],"data,":[79,101],"RF":[81],"used":[83,108],"input":[85,111],"variable":[86],"selection":[87],"based":[88],"on":[89],"mechanism":[90],"knowledge.":[91],"Subsequently,":[92],"efficiently":[94],"capture":[95],"dependency":[98],"sequence":[100],"TCN":[103],"with":[104],"multiconvolutional":[105],"kernels":[106],"reconstructing":[110],"samples.":[112],"Finally,":[113],"DESN":[115],"designed":[117],"establish":[119],"dynamic":[121],"correlation":[122],"between":[123],"extracted":[127],"features.":[129],"The":[130],"experimental":[131],"results":[132],"indicate":[133],"that":[134],"accuracy":[137],"HDDM":[139],"better":[141],"than":[142],"comparative":[144],"models.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
