{"id":"https://openalex.org/W3106928224","doi":"https://doi.org/10.1109/access.2020.3041015","title":"Genetic-Algorithm-Optimization-Based Predictive Functional Control for Chemical Industry Processes Against Partial Actuator Faults","display_name":"Genetic-Algorithm-Optimization-Based Predictive Functional Control for Chemical Industry Processes Against Partial Actuator Faults","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3106928224","doi":"https://doi.org/10.1109/access.2020.3041015","mag":"3106928224"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3041015","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3041015","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09272768.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09272768.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016938673","display_name":"Yi Xiang","orcid":"https://orcid.org/0000-0002-3192-0948"},"institutions":[{"id":"https://openalex.org/I152033890","display_name":"Hainan Normal University","ror":"https://ror.org/031dhcv14","country_code":"CN","type":"education","lineage":["https://openalex.org/I152033890"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yi Xiang","raw_affiliation_strings":["School of Mathematics and Statistics, Hainan Normal University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Hainan Normal University, Haikou, China","institution_ids":["https://openalex.org/I152033890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065333322","display_name":"Zhuolong Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I152033890","display_name":"Hainan Normal University","ror":"https://ror.org/031dhcv14","country_code":"CN","type":"education","lineage":["https://openalex.org/I152033890"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuolong Liu","raw_affiliation_strings":["School of Mathematics and Statistics, Hainan Normal University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Hainan Normal University, Haikou, China","institution_ids":["https://openalex.org/I152033890"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100781160","display_name":"Limin Wang","orcid":"https://orcid.org/0000-0002-0472-3383"},"institutions":[{"id":"https://openalex.org/I152033890","display_name":"Hainan Normal University","ror":"https://ror.org/031dhcv14","country_code":"CN","type":"education","lineage":["https://openalex.org/I152033890"]},{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limin Wang","raw_affiliation_strings":["Key Laboratory of Computational Science and Application of Hainan Province, Haikou, China","School of Mathematics and Statistics, Hainan Normal University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computational Science and Application of Hainan Province, Haikou, China","institution_ids":["https://openalex.org/I20942203"]},{"raw_affiliation_string":"School of Mathematics and Statistics, Hainan Normal University, Haikou, China","institution_ids":["https://openalex.org/I152033890"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5016938673"],"corresponding_institution_ids":["https://openalex.org/I152033890"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.595,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.68405427,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"214586","last_page":"214595"},"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":0.9977999925613403,"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"}},{"id":"https://openalex.org/T11749","display_name":"Iterative Learning Control Systems","score":0.9954000115394592,"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/robustness","display_name":"Robustness (evolution)","score":0.7351059913635254},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6833641529083252},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.6458014249801636},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6086785793304443},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5593897104263306},{"id":"https://openalex.org/keywords/tracking-error","display_name":"Tracking error","score":0.49545562267303467},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.4239184260368347},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.41327157616615295},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3852960765361786},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24846261739730835},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.17933639883995056},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12990346550941467}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7351059913635254},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6833641529083252},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.6458014249801636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6086785793304443},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5593897104263306},{"id":"https://openalex.org/C183356978","wikidata":"https://www.wikidata.org/wiki/Q1779213","display_name":"Tracking error","level":3,"score":0.49545562267303467},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.4239184260368347},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.41327157616615295},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3852960765361786},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24846261739730835},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.17933639883995056},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12990346550941467},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3041015","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3041015","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09272768.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6e4351c86792446d9780fb5d143e3cd3","is_oa":true,"landing_page_url":"https://doaj.org/article/6e4351c86792446d9780fb5d143e3cd3","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 214586-214595 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3041015","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3041015","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09272768.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3085993365","display_name":null,"funder_award_id":"(Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G37568934","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G514814416","display_name":null,"funder_award_id":"61773190","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5249178904","display_name":null,"funder_award_id":"Grant No. 6","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7321968301","display_name":null,"funder_award_id":"6177319","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","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":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3106928224.pdf","grobid_xml":"https://content.openalex.org/works/W3106928224.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W130632564","https://openalex.org/W430957402","https://openalex.org/W1987817822","https://openalex.org/W1991052243","https://openalex.org/W2005804068","https://openalex.org/W2011415530","https://openalex.org/W2026145906","https://openalex.org/W2028039937","https://openalex.org/W2033552200","https://openalex.org/W2054882850","https://openalex.org/W2056533188","https://openalex.org/W2067716288","https://openalex.org/W2069705511","https://openalex.org/W2075468733","https://openalex.org/W2078369548","https://openalex.org/W2089754337","https://openalex.org/W2146859775","https://openalex.org/W2163322659","https://openalex.org/W2191634237","https://openalex.org/W2263625919","https://openalex.org/W2343075530","https://openalex.org/W2344294935","https://openalex.org/W2344466269","https://openalex.org/W2359173430","https://openalex.org/W2413205163","https://openalex.org/W2490694869","https://openalex.org/W2501828138","https://openalex.org/W2559800431","https://openalex.org/W2735926661","https://openalex.org/W2740664359","https://openalex.org/W2755700600","https://openalex.org/W2757457481","https://openalex.org/W2779072356","https://openalex.org/W2787667011","https://openalex.org/W2789553566","https://openalex.org/W2875473407","https://openalex.org/W2969382398","https://openalex.org/W2971406878"],"related_works":["https://openalex.org/W1990079087","https://openalex.org/W3202234113","https://openalex.org/W2101188133","https://openalex.org/W4248731570","https://openalex.org/W2381210024","https://openalex.org/W2060165215","https://openalex.org/W2384015130","https://openalex.org/W4285595274","https://openalex.org/W81137451","https://openalex.org/W2094121346"],"abstract_inverted_index":{"Actuator":[0],"faults,":[1],"which":[2,19,55],"are":[3,90,136,180,197],"common":[4],"in":[5],"industrial":[6],"processes,":[7],"can":[8],"make":[9],"the":[10,15,23,75,93,99,103,109,115,122,125,128,131,146,151,155,163,175,185,189,194],"controller":[11,94],"fail":[12],"to":[13,22,30,120,144],"achieve":[14],"desired":[16],"control":[17,26,40,101,187],"objectives,":[18],"may":[20],"lead":[21],"degradation":[24],"of":[25,57,111,124,140,148,168,193],"performance.":[27,160],"In":[28,72],"order":[29],"solve":[31],"this":[32,34,73,141],"problem,":[33],"paper":[35],"proposes":[36],"a":[37,58,65,81],"predictive":[38],"functional":[39],"based":[41,79],"on":[42,80],"genetic":[43,82],"algorithm":[44,84],"optimization.":[45],"Firstly,":[46],"an":[47,173],"extended":[48],"dimension":[49],"discrete":[50],"switched":[51],"model":[52],"is":[53,85,95,106,118,143],"constructed,":[54],"consists":[56],"state":[59,67],"difference":[60],"variable,":[61],"tracking":[62,70,159],"error":[63],"and":[64,87,92,108,154,177,182,191],"new":[66],"variable":[68],"including":[69],"error.":[71],"model,":[74],"performance":[76,152],"index":[77],"function":[78],"optimization":[83],"selected,":[86],"its":[88],"parameters":[89,179],"adjusted":[91],"designed.":[96],"Then,":[97],"under":[98],"obtained":[100],"law,":[102],"switching":[104],"signal":[105],"designed":[107],"range":[110],"uncertainty":[112],"caused":[113],"by":[114],"actuator":[116],"fault":[117],"given":[119],"realize":[121],"robustness":[123],"system.":[126],"At":[127],"same":[129],"time,":[130],"corresponding":[132],"robustly":[133],"sufficient":[134],"conditions":[135],"presented.":[137],"The":[138],"advantage":[139],"design":[142],"avoid":[145],"disadvantages":[147],"manually":[149],"adjusting":[150],"parameters,":[153],"system":[156],"has":[157],"good":[158],"Finally,":[161],"taking":[162],"typical":[164],"injection":[165],"molding":[166],"process":[167,171],"chemical":[169],"production":[170],"as":[172],"example,":[174],"speed":[176],"pressure":[178],"controlled,":[181],"compared":[183],"with":[184],"traditional":[186],"method,":[188],"effectiveness":[190],"feasibility":[192],"proposed":[195],"method":[196],"verified.":[198]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}