{"id":"https://openalex.org/W4321608004","doi":"https://doi.org/10.1109/tii.2023.3248059","title":"Multisource Information Fusion for Autoformer: Soft Sensor Modeling of FeO Content in Iron Ore Sintering Process","display_name":"Multisource Information Fusion for Autoformer: Soft Sensor Modeling of FeO Content in Iron Ore Sintering Process","publication_year":2023,"publication_date":"2023-02-23","ids":{"openalex":"https://openalex.org/W4321608004","doi":"https://doi.org/10.1109/tii.2023.3248059"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2023.3248059","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2023.3248059","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Informatics","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/A5011724758","display_name":"Chong Yang","orcid":"https://orcid.org/0000-0001-9067-9413"},"institutions":[{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chong Yang","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4391767838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101762609","display_name":"Chunjie Yang","orcid":"https://orcid.org/0000-0002-4362-2104"},"institutions":[{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunjie Yang","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4391767838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100654679","display_name":"Xinmin Zhang","orcid":"https://orcid.org/0000-0002-4761-3969"},"institutions":[{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinmin Zhang","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4391767838"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029002447","display_name":"Jianfeng Zhang","orcid":"https://orcid.org/0000-0003-1686-9010"},"institutions":[{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianfeng Zhang","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4391767838"]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5011724758"],"corresponding_institution_ids":["https://openalex.org/I4391767838"],"apc_list":null,"apc_paid":null,"fwci":4.9197,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.96347049,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"19","issue":"12","first_page":"11584","last_page":"11595"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9997000098228455,"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/T12282","display_name":"Mineral Processing and Grinding","score":0.9997000098228455,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9983000159263611,"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/T11401","display_name":"Minerals Flotation and Separation Techniques","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sintering","display_name":"Sintering","score":0.7048637270927429},{"id":"https://openalex.org/keywords/soft-sensor","display_name":"Soft sensor","score":0.6348119974136353},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5930604338645935},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5714985132217407},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.5018341541290283},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4741860330104828},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46562761068344116},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.45724865794181824},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.44618573784828186},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41571980714797974},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3096710443496704},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24599310755729675},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19374153017997742},{"id":"https://openalex.org/keywords/metallurgy","display_name":"Metallurgy","score":0.16652441024780273}],"concepts":[{"id":"https://openalex.org/C2777581544","wikidata":"https://www.wikidata.org/wiki/Q844613","display_name":"Sintering","level":2,"score":0.7048637270927429},{"id":"https://openalex.org/C115575686","wikidata":"https://www.wikidata.org/wiki/Q18822403","display_name":"Soft sensor","level":3,"score":0.6348119974136353},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5930604338645935},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5714985132217407},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.5018341541290283},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4741860330104828},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46562761068344116},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.45724865794181824},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.44618573784828186},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41571980714797974},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3096710443496704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24599310755729675},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19374153017997742},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.16652441024780273},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2023.3248059","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2023.3248059","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4099999964237213}],"awards":[{"id":"https://openalex.org/G1982266191","display_name":null,"funder_award_id":"61933015","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"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1495476169","https://openalex.org/W1815076433","https://openalex.org/W1932847118","https://openalex.org/W2039824253","https://openalex.org/W2064675550","https://openalex.org/W2075345321","https://openalex.org/W2097117768","https://openalex.org/W2101479659","https://openalex.org/W2135717036","https://openalex.org/W2194775991","https://openalex.org/W2281119391","https://openalex.org/W2737654582","https://openalex.org/W2752782242","https://openalex.org/W2788805965","https://openalex.org/W2919115771","https://openalex.org/W2954731415","https://openalex.org/W2962835968","https://openalex.org/W2964199361","https://openalex.org/W3044753885","https://openalex.org/W3123899295","https://openalex.org/W3126267501","https://openalex.org/W3136110425","https://openalex.org/W3170197255","https://openalex.org/W3177318507","https://openalex.org/W3204335690","https://openalex.org/W3212890323","https://openalex.org/W4221155480","https://openalex.org/W4225494949","https://openalex.org/W4281264130","https://openalex.org/W4385245566","https://openalex.org/W4385763767","https://openalex.org/W6638545294","https://openalex.org/W6739901393","https://openalex.org/W6764679822","https://openalex.org/W6797155008","https://openalex.org/W6810443764","https://openalex.org/W6810637551","https://openalex.org/W6811309592","https://openalex.org/W6889955440"],"related_works":["https://openalex.org/W2097933059","https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W3214791684","https://openalex.org/W2361682757","https://openalex.org/W1571161833","https://openalex.org/W2152662039","https://openalex.org/W1769418564","https://openalex.org/W3213242382","https://openalex.org/W2102605209"],"abstract_inverted_index":{"As":[0],"a":[1,41,79,119,162,180],"key":[2],"thermal-state":[3],"indicator":[4],"of":[5,13,32,53,107],"the":[6,11,18,29,35,50,54,64,69,100,104,108,114,126,136,147,152,156,170,176,191,196],"iron":[7],"ore":[8],"sintering":[9,33,109,153,164],"process,":[10,34],"content":[12,47,138],"ferrous":[14],"oxide":[15],"(FeO)":[16],"in":[17,76,118,151],"finished":[19],"sinter":[20],"is":[21,86,111,141,159],"directly":[22],"related":[23],"to":[24,67,113,145,161],"product":[25],"quality.":[26],"Based":[27],"on":[28,99,184,195],"massive":[30],"data":[31],"data-driven":[36],"soft":[37],"sensor":[38],"model":[39,85,117,158],"provides":[40,131],"good":[42],"choice":[43],"for":[44,143],"real-time":[45],"FeO":[46,137],"detection.":[48],"However,":[49],"complex":[51,148],"characteristics":[52],"data,":[55],"including":[56],"dynamics,":[57],"nonlinearity,":[58],"and":[59,92,188],"multisource":[60,80],"heterogeneity,":[61],"are":[62,96],"still":[63],"main":[65],"obstacles":[66],"improving":[68],"modeling":[70],"accuracy.":[71],"To":[72],"solve":[73],"this":[74,77],"problem,":[75],"article,":[78],"information":[81,90,94,106,127,134],"fusion":[82,91,95],"autoformer":[83,116,144],"(MIF-Autoformer)":[84],"introduced.":[87],"First,":[88],"feature-level":[89],"data-level":[93],"implemented":[97],"based":[98],"MIF":[101,177],"strategy.":[102],"Then,":[103],"comprehensive":[105],"process":[110],"fed":[112],"downstream":[115],"serial":[120],"manner,":[121],"which":[122],"not":[123],"only":[124],"improves":[125],"capacity":[128],"but":[129],"also":[130],"additional":[132],"prior":[133],"about":[135],"grade.":[139],"This":[140],"helpful":[142],"capture":[146],"temporal":[149],"distributions":[150],"process.":[154],"Finally,":[155],"proposed":[157],"applied":[160],"real":[163],"plant.":[165],"Experimental":[166],"results":[167],"show":[168],"that":[169],"hybrid":[171],"image":[172],"features":[173],"provided":[174],"by":[175],"strategy":[178],"have":[179],"general":[181],"optimization":[182],"effect":[183],"different":[185],"competitive":[186],"models,":[187],"MIF-Autoformer":[189],"exhibits":[190],"lowest":[192],"prediction":[193],"error":[194],"test":[197],"set.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}