{"id":"https://openalex.org/W3045997366","doi":"https://doi.org/10.1109/tim.2020.3011251","title":"Virtual Sensing f-CaO Content of Cement Clinker Based on Incremental Deep Dynamic Features Extracting and Transferring Model","display_name":"Virtual Sensing f-CaO Content of Cement Clinker Based on Incremental Deep Dynamic Features Extracting and Transferring Model","publication_year":2020,"publication_date":"2020-07-28","ids":{"openalex":"https://openalex.org/W3045997366","doi":"https://doi.org/10.1109/tim.2020.3011251","mag":"3045997366"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2020.3011251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2020.3011251","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/A5035755593","display_name":"Le Yao","orcid":"https://orcid.org/0000-0002-0881-213X"},"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":"Le Yao","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0881-213X","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/A5012291182","display_name":"Xiaoyu Jiang","orcid":"https://orcid.org/0000-0003-4170-5579"},"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":"Xiaoyu Jiang","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-4170-5579","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/A5018175390","display_name":"Gaopan Huang","orcid":"https://orcid.org/0000-0002-5872-3127"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gaopan Huang","raw_affiliation_strings":["Alibaba Group, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-5872-3127","affiliations":[{"raw_affiliation_string":"Alibaba Group, Nanjing, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056798676","display_name":"Jinchuan Qian","orcid":"https://orcid.org/0000-0002-0698-7198"},"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":"Jinchuan Qian","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0698-7198","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/A5020586879","display_name":"Bingbing Shen","orcid":"https://orcid.org/0000-0002-8832-9147"},"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":"Bingbing Shen","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8832-9147","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/A5101988534","display_name":"Xu Lu","orcid":"https://orcid.org/0000-0002-7319-135X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lu Xu","raw_affiliation_strings":["Shandong Donghua Cement Co., Ltd., Zibo, China"],"raw_orcid":"https://orcid.org/0000-0002-7319-135X","affiliations":[{"raw_affiliation_string":"Shandong Donghua Cement Co., Ltd., Zibo, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067726465","display_name":"Zhiqiang Ge","orcid":"https://orcid.org/0000-0002-2071-4380"},"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":"Zhiqiang Ge","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-2071-4380","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":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.9149,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.95683286,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"70","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9991000294685364,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9991000294685364,"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/T12282","display_name":"Mineral Processing and Grinding","score":0.9943000078201294,"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9613999724388123,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5654444694519043},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.549655020236969},{"id":"https://openalex.org/keywords/clinker","display_name":"Clinker (cement)","score":0.5200628638267517},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.5090169906616211},{"id":"https://openalex.org/keywords/process-control","display_name":"Process control","score":0.49283456802368164},{"id":"https://openalex.org/keywords/dynamic-data","display_name":"Dynamic data","score":0.4776288866996765},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.44507983326911926},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4273309111595154},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.32762399315834045},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3188124895095825},{"id":"https://openalex.org/keywords/cement","display_name":"Cement","score":0.31810462474823},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3019038438796997},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.1436455249786377},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.08320239186286926}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5654444694519043},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.549655020236969},{"id":"https://openalex.org/C105192709","wikidata":"https://www.wikidata.org/wiki/Q189333","display_name":"Clinker (cement)","level":4,"score":0.5200628638267517},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.5090169906616211},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.49283456802368164},{"id":"https://openalex.org/C197298091","wikidata":"https://www.wikidata.org/wiki/Q5318963","display_name":"Dynamic data","level":2,"score":0.4776288866996765},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.44507983326911926},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4273309111595154},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.32762399315834045},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3188124895095825},{"id":"https://openalex.org/C523993062","wikidata":"https://www.wikidata.org/wiki/Q45190","display_name":"Cement","level":2,"score":0.31810462474823},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3019038438796997},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.1436455249786377},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.08320239186286926},{"id":"https://openalex.org/C2780021121","wikidata":"https://www.wikidata.org/wiki/Q844123","display_name":"Portland cement","level":3,"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/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/tim.2020.3011251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2020.3011251","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/G1987348790","display_name":null,"funder_award_id":"61833014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2458964202","display_name":null,"funder_award_id":"zj2019008","funder_id":"https://openalex.org/F4320317779","funder_display_name":"Zhejiang\u00a0Provincial\u00a0Postdoctoral\u00a0Science\u00a0Foundation"},{"id":"https://openalex.org/G7875806344","display_name":null,"funder_award_id":"61722310","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8342248566","display_name":null,"funder_award_id":"2019M662050","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320317779","display_name":"Zhejiang\u00a0Provincial\u00a0Postdoctoral\u00a0Science\u00a0Foundation","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W839719836","https://openalex.org/W1499798934","https://openalex.org/W1522301498","https://openalex.org/W2010408198","https://openalex.org/W2011691646","https://openalex.org/W2026713158","https://openalex.org/W2034485410","https://openalex.org/W2278674684","https://openalex.org/W2295598076","https://openalex.org/W2470673105","https://openalex.org/W2516542153","https://openalex.org/W2517577604","https://openalex.org/W2520634214","https://openalex.org/W2539756354","https://openalex.org/W2588998538","https://openalex.org/W2602750048","https://openalex.org/W2741800562","https://openalex.org/W2742763523","https://openalex.org/W2771729497","https://openalex.org/W2788805965","https://openalex.org/W2884121498","https://openalex.org/W2889017122","https://openalex.org/W2919235887","https://openalex.org/W2920714358","https://openalex.org/W2962069445","https://openalex.org/W2964121744","https://openalex.org/W2964377520","https://openalex.org/W2971929219","https://openalex.org/W2974238426","https://openalex.org/W2979184896","https://openalex.org/W2980608982","https://openalex.org/W2982252423","https://openalex.org/W3003166104","https://openalex.org/W3004547709","https://openalex.org/W3102476541","https://openalex.org/W6629687487","https://openalex.org/W6631190155","https://openalex.org/W6766263515"],"related_works":["https://openalex.org/W2125652721","https://openalex.org/W1540371141","https://openalex.org/W1549363203","https://openalex.org/W4231274751","https://openalex.org/W2154063878","https://openalex.org/W2556012038","https://openalex.org/W1489772951","https://openalex.org/W1518215897","https://openalex.org/W2611311248","https://openalex.org/W1971084186"],"abstract_inverted_index":{"The":[0],"content":[1,25,86,194],"of":[2,13,23,57,150,192],"free":[3],"calcium":[4],"oxide":[5],"(f-CaO)":[6],"in":[7,19,26,40,89,107],"clinker":[8,27],"significantly":[9,196],"determines":[10],"the":[11,14,21,51,97,114,120,130,148,156,161,166,189],"quality":[12],"final":[15],"cement":[16,58,180],"production.":[17],"However,":[18],"practice,":[20],"value":[22],"f-CaO":[24,85,137,193],"is":[28,145,170,195],"off-line":[29],"sampled":[30],"manually":[31],"with":[32,43,113,184],"a":[33,41,44,67,81,104,126,173,178],"significant":[34],"time":[35,46],"interval":[36],"and":[37,55,76],"then":[38],"analyzed":[39],"laboratory":[42],"large":[45],"delay,":[47],"which":[48,154],"could":[49],"meet":[50],"needs":[52],"for":[53,84,135,147],"monitoring":[54],"control":[56,100],"quality.":[59],"To":[60],"tackle":[61],"this":[62,64,90],"problem,":[63],"article":[65],"proposes":[66],"data-driven":[68],"model":[69,142],"based":[70],"on":[71],"deep":[72],"dynamic":[73,110],"features":[74,111,122],"extracting":[75,108],"transferring":[77],"methods":[78],"to":[79,125,159],"build":[80],"virtual":[82,157,168],"sensor":[83,158,169],"prediction.":[87,138],"First,":[88],"model,":[91,129],"large-scale":[92],"unlabeled":[93],"data":[94,117,152,174],"collected":[95],"from":[96,177],"process":[98,162],"distributed":[99],"system":[101],"(DCS)":[102],"take":[103],"vital":[105],"effect":[106],"nonlinear":[109],"along":[112],"limited":[115],"labeled":[116],"samples.":[118],"Then,":[119],"extracted":[121],"are":[123],"transferred":[124],"powerful":[127],"regression":[128],"eXtreme":[131],"Gradient":[132],"Boosting":[133],"(XGBoost),":[134],"output":[136],"Besides,":[139],"an":[140],"incremental":[141],"updating":[143],"strategy":[144],"proposed":[146,167],"augment":[149],"online":[151],"samples,":[153],"facilitates":[155],"adapt":[160],"time-variant":[163],"characteristics.":[164],"Finally,":[165],"verified":[171],"by":[172],"set":[175],"acquired":[176],"real":[179],"production":[181],"process.":[182],"Comparing":[183],"traditional":[185],"statistical":[186],"modeling":[187],"methods,":[188],"prediction":[190],"accuracy":[191],"improved.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":12}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}