{"id":"https://openalex.org/W4387441941","doi":"https://doi.org/10.3390/s23198323","title":"High-Order Neural-Network-Based Multi-Model Nonlinear Adaptive Decoupling Control for Microclimate Environment of Plant Factory","display_name":"High-Order Neural-Network-Based Multi-Model Nonlinear Adaptive Decoupling Control for Microclimate Environment of Plant Factory","publication_year":2023,"publication_date":"2023-10-08","ids":{"openalex":"https://openalex.org/W4387441941","doi":"https://doi.org/10.3390/s23198323","pmid":"https://pubmed.ncbi.nlm.nih.gov/37837152"},"language":"en","primary_location":{"id":"doi:10.3390/s23198323","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23198323","pdf_url":"https://www.mdpi.com/1424-8220/23/19/8323/pdf?version=1696920690","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/19/8323/pdf?version=1696920690","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100334360","display_name":"Yonggang Wang","orcid":"https://orcid.org/0000-0003-4816-9182"},"institutions":[{"id":"https://openalex.org/I135836153","display_name":"Shenyang Agricultural University","ror":"https://ror.org/01n7x9n08","country_code":"CN","type":"education","lineage":["https://openalex.org/I135836153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonggang Wang","raw_affiliation_strings":["College of Information and Electronic Engineering, Shenyang Agricultural University, Shenyang 110866, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Electronic Engineering, Shenyang Agricultural University, Shenyang 110866, China","institution_ids":["https://openalex.org/I135836153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100715915","display_name":"Ziqi Chen","orcid":"https://orcid.org/0000-0001-5388-1209"},"institutions":[{"id":"https://openalex.org/I135836153","display_name":"Shenyang Agricultural University","ror":"https://ror.org/01n7x9n08","country_code":"CN","type":"education","lineage":["https://openalex.org/I135836153"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ziqi Chen","raw_affiliation_strings":["College of Information and Electronic Engineering, Shenyang Agricultural University, Shenyang 110866, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Electronic Engineering, Shenyang Agricultural University, Shenyang 110866, China","institution_ids":["https://openalex.org/I135836153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067760660","display_name":"Yingchun Jiang","orcid":"https://orcid.org/0000-0002-5056-5291"},"institutions":[{"id":"https://openalex.org/I135836153","display_name":"Shenyang Agricultural University","ror":"https://ror.org/01n7x9n08","country_code":"CN","type":"education","lineage":["https://openalex.org/I135836153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingchun Jiang","raw_affiliation_strings":["College of Engineering, Shenyang Agricultural University, Shenyang 110866, China"],"raw_orcid":"https://orcid.org/0000-0002-5056-5291","affiliations":[{"raw_affiliation_string":"College of Engineering, Shenyang Agricultural University, Shenyang 110866, China","institution_ids":["https://openalex.org/I135836153"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100686720","display_name":"Tan Liu","orcid":"https://orcid.org/0000-0003-4535-0963"},"institutions":[{"id":"https://openalex.org/I135836153","display_name":"Shenyang Agricultural University","ror":"https://ror.org/01n7x9n08","country_code":"CN","type":"education","lineage":["https://openalex.org/I135836153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tan Liu","raw_affiliation_strings":["College of Information and Electronic Engineering, Shenyang Agricultural University, Shenyang 110866, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Electronic Engineering, Shenyang Agricultural University, Shenyang 110866, China","institution_ids":["https://openalex.org/I135836153"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100715915"],"corresponding_institution_ids":["https://openalex.org/I135836153"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":0.8725,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81099512,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"23","issue":"19","first_page":"8323","last_page":"8323"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9825000166893005,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11268","display_name":"Light effects on plants","score":0.9768000245094299,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6971359252929688},{"id":"https://openalex.org/keywords/decoupling","display_name":"Decoupling (probability)","score":0.6897627115249634},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6373652219772339},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5507800579071045},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5190178155899048},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.4897627830505371},{"id":"https://openalex.org/keywords/factory","display_name":"Factory (object-oriented programming)","score":0.48422908782958984},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.473956823348999},{"id":"https://openalex.org/keywords/adaptive-control","display_name":"Adaptive control","score":0.4561164081096649},{"id":"https://openalex.org/keywords/plant-factory","display_name":"Plant factory","score":0.4325684905052185},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.32980960607528687},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.22726041078567505},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12152990698814392}],"concepts":[{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6971359252929688},{"id":"https://openalex.org/C205606062","wikidata":"https://www.wikidata.org/wiki/Q5249645","display_name":"Decoupling (probability)","level":2,"score":0.6897627115249634},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6373652219772339},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5507800579071045},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5190178155899048},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.4897627830505371},{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.48422908782958984},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.473956823348999},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.4561164081096649},{"id":"https://openalex.org/C2776473319","wikidata":"https://www.wikidata.org/wiki/Q7201524","display_name":"Plant factory","level":2,"score":0.4325684905052185},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32980960607528687},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.22726041078567505},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12152990698814392},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/s23198323","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23198323","pdf_url":"https://www.mdpi.com/1424-8220/23/19/8323/pdf?version=1696920690","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:37837152","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37837152","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10574998","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10574998","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10574998/pdf/sensors-23-08323.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:c1764f863e714ba9ad390d7a5f2202fb","is_oa":true,"landing_page_url":"https://doaj.org/article/c1764f863e714ba9ad390d7a5f2202fb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 19, p 8323 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s23198323","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23198323","pdf_url":"https://www.mdpi.com/1424-8220/23/19/8323/pdf?version=1696920690","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7699999809265137,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G201784414","display_name":null,"funder_award_id":"LJKZ0689","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2307666854","display_name":null,"funder_award_id":"2019-KF-03-01","funder_id":"https://openalex.org/F4320323086","funder_display_name":"Natural Science Foundation of Liaoning Province"},{"id":"https://openalex.org/G4392923532","display_name":null,"funder_award_id":"61673281","funder_id":"https://openalex.org/F4320323086","funder_display_name":"Natural Science Foundation of Liaoning Province"},{"id":"https://openalex.org/G7761436002","display_name":null,"funder_award_id":"LJKZ0689","funder_id":"https://openalex.org/F4320323086","funder_display_name":"Natural Science Foundation of Liaoning Province"},{"id":"https://openalex.org/G8007909975","display_name":null,"funder_award_id":"61673281","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8397166640","display_name":null,"funder_award_id":"61903264","funder_id":"https://openalex.org/F4320323086","funder_display_name":"Natural Science Foundation of Liaoning Province"},{"id":"https://openalex.org/G8431136321","display_name":null,"funder_award_id":"2019-KF-03-01","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8903856850","display_name":null,"funder_award_id":"61903264","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/F4320323086","display_name":"Natural Science Foundation of Liaoning Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387441941.pdf"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1528879330","https://openalex.org/W2006762252","https://openalex.org/W2020019554","https://openalex.org/W2024485096","https://openalex.org/W2029341903","https://openalex.org/W2032177942","https://openalex.org/W2036687544","https://openalex.org/W2052131652","https://openalex.org/W2075682410","https://openalex.org/W2081195164","https://openalex.org/W2095620344","https://openalex.org/W2171403138","https://openalex.org/W2175605989","https://openalex.org/W2274625785","https://openalex.org/W2343238003","https://openalex.org/W2344462870","https://openalex.org/W2507575723","https://openalex.org/W2568019971","https://openalex.org/W2587207671","https://openalex.org/W2591029411","https://openalex.org/W2721300596","https://openalex.org/W2801221224","https://openalex.org/W2807831372","https://openalex.org/W2891329229","https://openalex.org/W2892035482","https://openalex.org/W2898351949","https://openalex.org/W2944628010","https://openalex.org/W2997969210","https://openalex.org/W2998370611","https://openalex.org/W3043350061","https://openalex.org/W3052859332","https://openalex.org/W3174132955","https://openalex.org/W3176125628","https://openalex.org/W3179684481","https://openalex.org/W4230630787","https://openalex.org/W4234654930","https://openalex.org/W4249179674","https://openalex.org/W4252889492","https://openalex.org/W6751353579","https://openalex.org/W6755063827","https://openalex.org/W6761668367","https://openalex.org/W6762395160","https://openalex.org/W6763263703","https://openalex.org/W6779274375","https://openalex.org/W6798092424","https://openalex.org/W6979732831"],"related_works":["https://openalex.org/W2897974082","https://openalex.org/W2340910915","https://openalex.org/W2408304566","https://openalex.org/W2896785171","https://openalex.org/W398579733","https://openalex.org/W2332575611","https://openalex.org/W2905736627","https://openalex.org/W1991810297","https://openalex.org/W2032253950","https://openalex.org/W1819950161"],"abstract_inverted_index":{"Plant":[0],"factory":[1,54],"is":[2,74,111,126,236],"an":[3,108],"important":[4],"field":[5],"of":[6,19,48,78,96,138,154,181,195,218,238],"practice":[7],"in":[8,40,117,176,257],"smart":[9,261],"agriculture":[10,262],"which":[11,76],"uses":[12],"highly":[13],"sophisticated":[14],"equipment":[15],"for":[16,158],"precision":[17],"regulation":[18],"the":[20,45,94,97,101,118,130,136,141,148,155,168,189,196,206,232,240],"environment":[21],"to":[22,113,128,242],"ensure":[23],"crop":[24,38],"growth":[25],"and":[26,34,61,87,107,151,163,183,192,201,220,247,254,260,269],"development":[27],"efficiently.":[28],"Environmental":[29],"factors,":[30],"such":[31],"as":[32],"temperature":[33,159,253],"humidity,":[35],"significantly":[36],"impact":[37,137],"production":[39,265],"a":[41,63,70,79,83,88,122],"plant":[42,53,258],"factory.":[43],"Given":[44],"inherent":[46],"complexities":[47],"dynamic":[49],"models":[50],"associated":[51],"with":[52,115,179,216],"environments,":[55],"including":[56],"strong":[57,59],"coupling,":[58],"nonlinearity":[60,139],"multi-disturbances,":[62],"nonlinear":[64,84,132],"adaptive":[65,109],"decoupling":[66,81,85],"control":[67,105,160,170,208,234,249,256],"approach":[68],"utilizing":[69],"high-order":[71,123],"neural":[72,124],"network":[73,125],"proposed":[75,169,207,233],"consists":[77],"linear":[80],"controller,":[82],"controller":[86,98,157,198],"switching":[89],"function.":[90],"In":[91,120,166,204],"this":[92],"paper,":[93],"parameters":[95],"depend":[99],"on":[100,140,213],"generalized":[102],"minimum":[103],"variance":[104],"rate,":[106],"algorithm":[110],"presented":[112],"deal":[114],"uncertainties":[116],"system.":[119,142],"addition,":[121],"utilized":[127],"estimate":[129],"unmolded":[131],"terms,":[133],"consequently":[134],"mitigating":[135],"The":[143,223],"simulation":[144],"results":[145,180,217,225],"show":[146],"that":[147,227],"mean":[149,190],"error":[150,153,191,194],"standard":[152,193],"traditional":[156,197],"are":[161,199],"0.3615":[162],"0.8425,":[164],"respectively.":[165,185,203,222],"contrast,":[167],"strategy":[171,209,235],"has":[172,210],"made":[173],"significant":[174],"improvements":[175],"both":[177,214],"indicators,":[178,215],"0.1655":[182],"0.6665,":[184],"For":[186],"humidity":[187,255],"control,":[188],"0.1475":[200],"0.441,":[202],"comparison,":[205],"greatly":[211],"improved":[212],"0.0221":[219],"0.1541,":[221],"above":[224],"indicate":[226],"even":[228],"under":[229],"complex":[230],"conditions,":[231],"capable":[237],"enabling":[239],"system":[241],"quickly":[243],"track":[244],"set":[245],"values":[246],"enhance":[248,264],"performance.":[250],"Overall,":[251],"precise":[252],"factories":[259],"can":[263],"efficiency,":[266],"product":[267],"quality":[268],"resource":[270],"utilization.":[271]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
