{"id":"https://openalex.org/W2137611688","doi":"https://doi.org/10.1109/tie.2011.2159693","title":"Modeling of the Thermal State Change of Blast Furnace Hearth With Support Vector Machines","display_name":"Modeling of the Thermal State Change of Blast Furnace Hearth With Support Vector Machines","publication_year":2011,"publication_date":"2011-06-21","ids":{"openalex":"https://openalex.org/W2137611688","doi":"https://doi.org/10.1109/tie.2011.2159693","mag":"2137611688"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2011.2159693","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2011.2159693","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Industrial Electronics","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/A5067163066","display_name":"Chuanhou Gao","orcid":"https://orcid.org/0000-0001-9030-2042"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuanhou Gao","raw_affiliation_strings":["Department of Mathematics, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050445079","display_name":"Ling Jian","orcid":"https://orcid.org/0000-0002-9385-5977"},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]},{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Jian","raw_affiliation_strings":["Dalian University of Technology, Dalian, China","School of Mathematics and Computational Science, China University of Petroleum, Beijing, Dongying, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Mathematics and Computational Science, China University of Petroleum, Beijing, Dongying, China","institution_ids":["https://openalex.org/I204553293"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046872618","display_name":"Shihua Luo","orcid":"https://orcid.org/0000-0002-0793-7950"},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shihua Luo","raw_affiliation_strings":["School of Information Management, Jiangxi University of Finance and Economics, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Management, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":14.2222,"has_fulltext":false,"cited_by_count":155,"citation_normalized_percentile":{"value":0.99161511,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"59","issue":"2","first_page":"1134","last_page":"1145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11837","display_name":"Iron and Steelmaking Processes","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11837","display_name":"Iron and Steelmaking Processes","score":0.9998999834060669,"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/T11126","display_name":"Metallurgical Processes and Thermodynamics","score":0.996999979019165,"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/T12282","display_name":"Mineral Processing and Grinding","score":0.9835000038146973,"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/blast-furnace","display_name":"Blast furnace","score":0.8060699701309204},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8009642362594604},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6405251622200012},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5514833927154541},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5269796848297119},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4591895639896393},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.351371705532074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3199332058429718},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28531283140182495},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2585177421569824},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.09529352188110352}],"concepts":[{"id":"https://openalex.org/C2780269488","wikidata":"https://www.wikidata.org/wiki/Q181485","display_name":"Blast furnace","level":2,"score":0.8060699701309204},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8009642362594604},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6405251622200012},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5514833927154541},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5269796848297119},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4591895639896393},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.351371705532074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3199332058429718},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28531283140182495},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2585177421569824},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.09529352188110352},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2011.2159693","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2011.2159693","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Industrial Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W592757527","https://openalex.org/W1484777458","https://openalex.org/W1560724230","https://openalex.org/W1601740268","https://openalex.org/W1618905105","https://openalex.org/W1922017469","https://openalex.org/W1963615925","https://openalex.org/W1966461606","https://openalex.org/W1967150918","https://openalex.org/W1969336179","https://openalex.org/W1987597436","https://openalex.org/W1990975143","https://openalex.org/W2014745036","https://openalex.org/W2018871719","https://openalex.org/W2028216301","https://openalex.org/W2029246249","https://openalex.org/W2029383196","https://openalex.org/W2034162708","https://openalex.org/W2036237841","https://openalex.org/W2056983531","https://openalex.org/W2061054558","https://openalex.org/W2064131462","https://openalex.org/W2071404538","https://openalex.org/W2074033750","https://openalex.org/W2088580679","https://openalex.org/W2099854653","https://openalex.org/W2105267951","https://openalex.org/W2119009033","https://openalex.org/W2141718589","https://openalex.org/W2145313009","https://openalex.org/W2151563962","https://openalex.org/W2153906985","https://openalex.org/W2156909104","https://openalex.org/W2161920802","https://openalex.org/W2167383516","https://openalex.org/W2167453047","https://openalex.org/W2171075889","https://openalex.org/W2548695521","https://openalex.org/W3144619878","https://openalex.org/W4231765909","https://openalex.org/W4237409130"],"related_works":["https://openalex.org/W2377653417","https://openalex.org/W2384018951","https://openalex.org/W2334153802","https://openalex.org/W2391355765","https://openalex.org/W2076166075","https://openalex.org/W1516407798","https://openalex.org/W2356730094","https://openalex.org/W2390382820","https://openalex.org/W2393821008","https://openalex.org/W2380871962"],"abstract_inverted_index":{"For":[0,37],"the":[1,8,21,24,44,48,106,111,130,137,146,150,162,178,184,201,225],"economic":[2],"operation":[3],"of":[4,12,23,47,51,188,203],"a":[5,13,54,60,67,174,216],"blast":[6,14,98,179,205],"furnace,":[7],"thermal":[9,49,152,185],"state":[10,50,153,186],"change":[11,22,187],"furnace":[15,99,180],"hearth":[16],"(BFH),":[17],"often":[18],"represented":[19],"by":[20],"silicon":[25],"content":[26],"in":[27,190,207,220],"hot":[28,156],"metal,":[29],"needs":[30],"to":[31,86,91,109,176,199,214,222],"be":[32],"strictly":[33],"monitored":[34],"and":[35,58,66,192],"controlled.":[36],"these":[38,120,169],"purposes,":[39],"this":[40,166],"paper":[41],"has":[42],"taken":[43],"tendency":[45,77],"prediction":[46],"BFH":[52,189],"as":[53,126,173],"binary":[55],"classification":[56],"problem":[57],"constructed":[59,107],"\u03bd-support":[61],"vector":[62],"machines":[63],"(SVMs)":[64],"model":[65,70],"probabilistic":[68,138],"output":[69,139],"based":[71],"on":[72],"\u03bd-SVMs":[73],"for":[74,129,136,165,182,197],"predicting":[75],"its":[76],"change.":[78],"A":[79],"highly":[80],"efficient":[81],"ordinal-validation":[82],"algorithm":[83],"is":[84,212],"proposed":[85],"combine":[87],"with":[88],"theF-score":[89],"method":[90],"single":[92],"out":[93],"inputs":[94],"from":[95],"all":[96],"collected":[97],"variables,":[100],"which":[101],"are":[102],"then":[103],"fed":[104],"into":[105],"models":[108,122],"perform":[110],"predictive":[112,116,132],"task.":[113,133],"The":[114],"final":[115],"results":[117,170],"indicate":[118],"that":[119],"two":[121],"both":[123],"can":[124,142,171],"serve":[125],"competitive":[127],"tools":[128],"current":[131],"In":[134],"particular,":[135],"model,":[140],"it":[141,211],"give":[143],"not":[144],"only":[145],"direct":[147],"result":[148],"whether":[149],"next":[151],"will":[154],"get":[155],"or":[157],"cool":[158],"down":[159],"but":[160],"also":[161],"confidence":[163],"level":[164],"result.":[167],"All":[168],"act":[172],"guide":[175],"aid":[177],"operators":[181],"judging":[183],"time":[191],"further":[193],"provide":[194],"an":[195],"indication":[196],"them":[198],"determine":[200],"direction":[202],"controlling":[204],"furnaces":[206],"advance.":[208],"Of":[209],"course,":[210],"necessary":[213],"develop":[215],"graphical":[217],"user":[218],"interface":[219],"order":[221],"online":[223],"help":[224],"plant":[226],"operators.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":24},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":17},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":13},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":8}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
