{"id":"https://openalex.org/W4292981698","doi":"https://doi.org/10.1109/tii.2022.3200471","title":"Online-Growing Neural Network Control for Dissolved Oxygen Concentration","display_name":"Online-Growing Neural Network Control for Dissolved Oxygen Concentration","publication_year":2022,"publication_date":"2022-08-22","ids":{"openalex":"https://openalex.org/W4292981698","doi":"https://doi.org/10.1109/tii.2022.3200471"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2022.3200471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3200471","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/A5055432844","display_name":"Junfei Qiao","orcid":"https://orcid.org/0000-0002-1707-6074"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junfei Qiao","raw_affiliation_strings":["Faculty of Information Technology, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Beijing Laboratory of Intelligent Environmental Protection, and the Beijing Institute of Artificial Intelligence, Beijing University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1707-6074","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Beijing Laboratory of Intelligent Environmental Protection, and the Beijing Institute of Artificial Intelligence, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084276051","display_name":"Su Yin","orcid":"https://orcid.org/0000-0003-0867-3544"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yin Su","raw_affiliation_strings":["Faculty of Information Technology, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Beijing Laboratory of Intelligent Environmental Protection, and the Beijing Institute of Artificial Intelligence, Beijing University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Beijing Laboratory of Intelligent Environmental Protection, and the Beijing Institute of Artificial Intelligence, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023835029","display_name":"Cuili Yang","orcid":"https://orcid.org/0000-0002-3524-8968"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cuili Yang","raw_affiliation_strings":["Faculty of Information Technology, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Beijing Laboratory of Intelligent Environmental Protection, and the Beijing Institute of Artificial Intelligence, Beijing University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3524-8968","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing Key Laboratory of Computational Intelligence and Intelligent System, Beijing Laboratory of Intelligent Environmental Protection, and the Beijing Institute of Artificial Intelligence, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055432844"],"corresponding_institution_ids":["https://openalex.org/I37796252"],"apc_list":null,"apc_paid":null,"fwci":1.9972,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.84996137,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"19","issue":"5","first_page":"6794","last_page":"6803"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9872000217437744,"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"}},"topics":[{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9872000217437744,"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"}},{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.979200005531311,"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/T10564","display_name":"Wastewater Treatment and Nitrogen Removal","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"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/controller","display_name":"Controller (irrigation)","score":0.7160693407058716},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6414675712585449},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.577877402305603},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.54942387342453},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5386931300163269},{"id":"https://openalex.org/keywords/sewage-treatment","display_name":"Sewage treatment","score":0.5127924084663391},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.461315393447876},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4597286581993103},{"id":"https://openalex.org/keywords/process-control","display_name":"Process control","score":0.4212372303009033},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.413699209690094},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3576330542564392},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24181392788887024},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.221291184425354},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.15793120861053467},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.130226731300354}],"concepts":[{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.7160693407058716},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6414675712585449},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.577877402305603},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.54942387342453},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5386931300163269},{"id":"https://openalex.org/C57442070","wikidata":"https://www.wikidata.org/wiki/Q221275","display_name":"Sewage treatment","level":2,"score":0.5127924084663391},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.461315393447876},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4597286581993103},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.4212372303009033},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.413699209690094},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3576330542564392},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24181392788887024},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.221291184425354},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.15793120861053467},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.130226731300354},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2022.3200471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3200471","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/6","display_name":"Clean water and sanitation","score":0.8700000047683716}],"awards":[{"id":"https://openalex.org/G3929591211","display_name":null,"funder_award_id":"62021003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6172752559","display_name":null,"funder_award_id":"4202006","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G6662533979","display_name":null,"funder_award_id":"61973010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G930322716","display_name":null,"funder_award_id":"61890930-5","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/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W63913713","https://openalex.org/W2051703926","https://openalex.org/W2067903798","https://openalex.org/W2242021551","https://openalex.org/W2306459791","https://openalex.org/W2342765613","https://openalex.org/W2551516395","https://openalex.org/W2551662808","https://openalex.org/W2553662819","https://openalex.org/W2750870413","https://openalex.org/W2787869712","https://openalex.org/W2892699971","https://openalex.org/W2909852234","https://openalex.org/W2955775727","https://openalex.org/W2963398558","https://openalex.org/W2970958999","https://openalex.org/W2973010964","https://openalex.org/W3010946901","https://openalex.org/W3014859875","https://openalex.org/W3036186095","https://openalex.org/W3042425661","https://openalex.org/W3085522432","https://openalex.org/W3089016211","https://openalex.org/W3097549958","https://openalex.org/W3124444594","https://openalex.org/W3170365568","https://openalex.org/W4206824914"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W915438175","https://openalex.org/W1027657725"],"abstract_inverted_index":{"The":[0],"activated":[1],"sludge":[2],"method":[3],"is":[4,25,46,71,84,106,128,147,160],"one":[5],"of":[6,43,90,92,103,115,122,143,157,167],"the":[7,13,20,39,51,62,75,80,88,93,97,101,104,111,116,119,132,136,141,144,150,155,158,163,173],"most":[8],"commonly":[9],"used":[10],"methods":[11],"for":[12],"wastewater":[14,33],"treatment":[15,34],"process":[16],"(WWTP).":[17],"Among":[18],"them,":[19],"dissolved":[21],"oxygen":[22],"(DO)":[23],"concentration":[24,53],"a":[26],"key":[27],"factor":[28],"affecting":[29],"microbial":[30],"metabolism":[31],"and":[32,41],"effectiveness.":[35],"However,":[36],"due":[37],"to":[38,48,73,86,109,130,134],"nonlinearity":[40],"dynamicity":[42],"WWTP,":[44],"it":[45],"difficult":[47],"precisely":[49],"control":[50,56,70,77,98,137,179],"DO":[52,76],"by":[54,95,149,162],"traditional":[55],"methods.":[57],"To":[58],"solve":[59],"this":[60],"problem,":[61],"online-growing":[63],"pipelined":[64],"recurrent":[65],"wavelet":[66],"neural":[67],"network":[68],"(OG-PRWNN)":[69],"proposed":[72],"improve":[74],"accuracy.":[78,180],"First,":[79],"online":[81,120],"growing":[82],"mechanism":[83],"designed":[85,129],"adjust":[87],"number":[89],"modules":[91],"controller":[94,105,146,159,175],"measuring":[96],"performance.":[99],"Then,":[100],"structure":[102],"automatically":[107],"determined":[108],"meet":[110,135],"different":[112],"operating":[113],"conditions":[114],"WWTP.":[117,168],"Second,":[118],"algorithm":[121],"parameters":[123],"incorporating":[124],"adaptive":[125],"learning":[126],"rates":[127],"train":[131],"OG-PRWNN":[133,145,174],"requirements.":[138],"In":[139],"addition,":[140],"stability":[142,152],"analyzed":[148],"Lyapunov":[151],"theorem.":[153],"Finally,":[154],"performance":[156],"verified":[161],"benchmark":[164],"simulation":[165],"model":[166],"Simulation":[169],"results":[170],"show":[171],"that":[172],"can":[176],"obtain":[177],"better":[178]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
