{"id":"https://openalex.org/W2068649373","doi":"https://doi.org/10.1109/tie.2014.2301757","title":"Data-Driven Design and Optimization of Feedback Control Systems for Industrial Applications","display_name":"Data-Driven Design and Optimization of Feedback Control Systems for Industrial Applications","publication_year":2014,"publication_date":"2014-01-31","ids":{"openalex":"https://openalex.org/W2068649373","doi":"https://doi.org/10.1109/tie.2014.2301757","mag":"2068649373"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2014.2301757","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2014.2301757","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/A5101919252","display_name":"Yong Zhang","orcid":"https://orcid.org/0000-0002-7442-5058"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Yong Zhang","raw_affiliation_strings":["Department of Mechanics and Engineering Science, College of Engineering, University of Duisburg-Essen, Duisburg, Germany","[Department of Mechanics and Engineering Science, College of Engineering, University of Duisburg-Essen, Duisburg, Germany]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanics and Engineering Science, College of Engineering, University of Duisburg-Essen, Duisburg, Germany","institution_ids":["https://openalex.org/I62318514"]},{"raw_affiliation_string":"[Department of Mechanics and Engineering Science, College of Engineering, University of Duisburg-Essen, Duisburg, Germany]","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100771505","display_name":"Ying Yang","orcid":"https://orcid.org/0000-0001-6327-631X"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Yang","raw_affiliation_strings":["Department of Mechanics and Engineering Science, College of Engineering, Peking University, Beijing, China","Department of Mechanics and Engineering Science College of Engineering Peking University Beijing China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanics and Engineering Science, College of Engineering, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Department of Mechanics and Engineering Science College of Engineering Peking University Beijing China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046071840","display_name":"Steven X. Ding","orcid":"https://orcid.org/0000-0002-5149-5918"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Steven X. Ding","raw_affiliation_strings":["Institute for Automatic Control and Complex Systems (AKS), University of Duisburg-Essen, Duisburg, Germany","[Institute for Automatic Control and Complex Systems (AKS), University of Duisburg\u2013Essen, Duisburg, Germany]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Automatic Control and Complex Systems (AKS), University of Duisburg-Essen, Duisburg, Germany","institution_ids":["https://openalex.org/I62318514"]},{"raw_affiliation_string":"[Institute for Automatic Control and Complex Systems (AKS), University of Duisburg\u2013Essen, Duisburg, Germany]","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100318915","display_name":"Linlin Li","orcid":"https://orcid.org/0000-0002-6387-6013"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Linlin Li","raw_affiliation_strings":["Institute for Automatic Control and Complex Systems (AKS), University of Duisburg-Essen, Duisburg, Germany","[Institute for Automatic Control and Complex Systems (AKS), University of Duisburg\u2013Essen, Duisburg, Germany]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Automatic Control and Complex Systems (AKS), University of Duisburg-Essen, Duisburg, Germany","institution_ids":["https://openalex.org/I62318514"]},{"raw_affiliation_string":"[Institute for Automatic Control and Complex Systems (AKS), University of Duisburg\u2013Essen, Duisburg, Germany]","institution_ids":["https://openalex.org/I62318514"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.6565,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.97295617,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"61","issue":"11","first_page":"6409","last_page":"6417"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9998000264167786,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9998000264167786,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9994000196456909,"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/T11749","display_name":"Iterative Learning Control Systems","score":0.9977999925613403,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.7398325204849243},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.704552173614502},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.6978669166564941},{"id":"https://openalex.org/keywords/observer","display_name":"Observer (physics)","score":0.5962790846824646},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.5741972923278809},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5234655737876892},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5160293579101562},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5073968768119812},{"id":"https://openalex.org/keywords/process-control","display_name":"Process control","score":0.47477197647094727},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.4424268901348114},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4146692156791687},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34908080101013184},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.33805620670318604},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15690016746520996},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11659690737724304}],"concepts":[{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.7398325204849243},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.704552173614502},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.6978669166564941},{"id":"https://openalex.org/C2780704645","wikidata":"https://www.wikidata.org/wiki/Q9251458","display_name":"Observer (physics)","level":2,"score":0.5962790846824646},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.5741972923278809},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5234655737876892},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5160293579101562},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5073968768119812},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.47477197647094727},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.4424268901348114},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4146692156791687},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34908080101013184},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.33805620670318604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15690016746520996},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11659690737724304},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2014.2301757","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2014.2301757","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":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G180867281","display_name":null,"funder_award_id":"6121030607","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2680955359","display_name":null,"funder_award_id":"2012CB821202","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6108159554","display_name":"\u591a\u6267\u884c\u5668\u52a8\u6001\u63a7\u5236\u5206\u914d\u7684\u7406\u8bba\u53ca\u7b97\u6cd5\u7814\u7a76","funder_award_id":"61174052","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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W164195080","https://openalex.org/W560518094","https://openalex.org/W565798578","https://openalex.org/W1616818660","https://openalex.org/W1970537494","https://openalex.org/W1973485529","https://openalex.org/W1980303241","https://openalex.org/W2003639131","https://openalex.org/W2014441923","https://openalex.org/W2025735965","https://openalex.org/W2027986759","https://openalex.org/W2029747079","https://openalex.org/W2065313971","https://openalex.org/W2089677352","https://openalex.org/W2103715948","https://openalex.org/W2127053284","https://openalex.org/W2127863965","https://openalex.org/W2148087508","https://openalex.org/W2148439597","https://openalex.org/W2150478139","https://openalex.org/W2151966330","https://openalex.org/W2153746391","https://openalex.org/W2161021580","https://openalex.org/W2171125116","https://openalex.org/W2484646121","https://openalex.org/W2615836285","https://openalex.org/W4231197448","https://openalex.org/W4231980343","https://openalex.org/W6606695597","https://openalex.org/W6651737324"],"related_works":["https://openalex.org/W2560215812","https://openalex.org/W2949601986","https://openalex.org/W2788972299","https://openalex.org/W2521347458","https://openalex.org/W2498789492","https://openalex.org/W2729981612","https://openalex.org/W4233449973","https://openalex.org/W2925692864","https://openalex.org/W4391013256","https://openalex.org/W3192036299"],"abstract_inverted_index":{"In":[0,117],"this":[1,27],"paper,":[2],"regarding":[3],"the":[4,8,12,29,36,39,50,54,65,70,99,104,119],"observer":[5],"form":[6],"of":[7,38,52,56,74,101,121],"well-known":[9],"Youla":[10],"parameterization,":[11],"controller":[13,59,102],"design":[14,55],"and":[15,68,97,114],"optimization":[16],"are":[17,95],"exhibited":[18],"with":[19],"an":[20],"integrated":[21],"residual":[22,41,115],"access.":[23],"To":[24],"better":[25],"reveal":[26],"philosophy,":[28],"feedback":[30],"control":[31,83],"loop":[32],"is":[33,47,108,127],"interpreted":[34],"on":[35,133],"basis":[37],"observer-based":[40],"generator.":[42],"The":[43],"next":[44],"main":[45],"attention":[46],"drawn":[48],"to":[49,85],"generation":[51],"residuals,":[53],"a":[57,75,134],"deadbeat":[58],"for":[60,98,124],"system":[61,77],"stabilization":[62],"both":[63],"in":[64],"data-driven":[66],"environment,":[67],"later":[69],"optimal":[71],"adaptive":[72],"realization":[73],"dynamic":[76],"that":[78],"translates":[79],"residuals":[80],"into":[81],"compensatory":[82],"inputs":[84],"meet":[86],"certain":[87],"performance":[88],"specifications.":[89],"Towards":[90],"these":[91],"goals,":[92],"numerical":[93],"algorithms":[94],"summarized,":[96],"issues":[100],"optimization,":[103],"reinforcement":[105],"learning":[106],"algorithm":[107],"introduced":[109],"using":[110],"only":[111],"measured":[112],"input-output":[113],"signals.":[116],"addition,":[118],"effectiveness":[120],"developed":[122],"schemes":[123],"industrial":[125],"applications":[126],"also":[128],"illustrated":[129],"by":[130],"experimental":[131],"studies":[132],"laboratory":[135],"continuous":[136],"stirred":[137],"tank":[138],"heater":[139],"(CSTH)":[140],"process.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}