{"id":"https://openalex.org/W2145494541","doi":"https://doi.org/10.1109/acc.2007.4282624","title":"Application of an Autocovariance Least - Squares Method for Model Predictive Control of Hybrid Ventilation in Livestock Stables","display_name":"Application of an Autocovariance Least - Squares Method for Model Predictive Control of Hybrid Ventilation in Livestock Stables","publication_year":2007,"publication_date":"2007-07-01","ids":{"openalex":"https://openalex.org/W2145494541","doi":"https://doi.org/10.1109/acc.2007.4282624","mag":"2145494541"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2007.4282624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2007.4282624","pdf_url":null,"source":{"id":"https://openalex.org/S4210168941","display_name":"Proceedings of the ... American Control Conference/Proceedings of the American Control Conference","issn_l":"0743-1619","issn":["0743-1619","2378-5861"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 American Control Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://vbn.aau.dk/da/publications/a6953df0-4fd1-11dc-a457-000ea68e967b","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100706413","display_name":"Zhuang Wu","orcid":"https://orcid.org/0000-0001-5959-7444"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Zhuang Wu","raw_affiliation_strings":["Department of Electronic Systems, University of Aalborg, Aalborg, Denmark","Aalborg Univ, Aalborg"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Systems, University of Aalborg, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Aalborg Univ, Aalborg","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077576771","display_name":"Murali R. Rajamani","orcid":null},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]},{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["DK","US"],"is_corresponding":false,"raw_author_name":"Murali R. Rajamani","raw_affiliation_strings":["Department of Chemical and Biological Engineering, University of Wisconsin, Madison, Madison, WI, USA","Aalborg Univ, Aalborg"],"affiliations":[{"raw_affiliation_string":"Department of Chemical and Biological Engineering, University of Wisconsin, Madison, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"Aalborg Univ, Aalborg","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033056557","display_name":"James B. Rawlings","orcid":"https://orcid.org/0000-0001-7869-7547"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]},{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK","US"],"is_corresponding":false,"raw_author_name":"James B. Rawlings","raw_affiliation_strings":["Department of Chemical and Biological Engineering, University of Wisconsin, Madison, Madison, WI, USA","Aalborg Univ, Aalborg"],"affiliations":[{"raw_affiliation_string":"Department of Chemical and Biological Engineering, University of Wisconsin, Madison, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"Aalborg Univ, Aalborg","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022131196","display_name":"Jakob Stoustrup","orcid":"https://orcid.org/0000-0001-9202-3135"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jakob Stoustrup","raw_affiliation_strings":["Department of Electronic Systems, University of Aalborg, Aalborg, Denmark","Aalborg Univ, Aalborg"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Systems, University of Aalborg, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Aalborg Univ, Aalborg","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100706413"],"corresponding_institution_ids":["https://openalex.org/I891191580"],"apc_list":null,"apc_paid":null,"fwci":1.0983,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7337963,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"93","issue":null,"first_page":"3630","last_page":"3635"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9993000030517578,"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":0.9993000030517578,"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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9952999949455261,"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/T11236","display_name":"Control Systems and Identification","score":0.9761999845504761,"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/autocovariance","display_name":"Autocovariance","score":0.7226824164390564},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6822194457054138},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.6651141047477722},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5987828969955444},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4856087267398834},{"id":"https://openalex.org/keywords/piecewise","display_name":"Piecewise","score":0.45636385679244995},{"id":"https://openalex.org/keywords/quadratic-programming","display_name":"Quadratic programming","score":0.4479592740535736},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.41425469517707825},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3219219744205475},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3156113624572754},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21515262126922607},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.17292684316635132},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1346912384033203}],"concepts":[{"id":"https://openalex.org/C88271906","wikidata":"https://www.wikidata.org/wiki/Q786973","display_name":"Autocovariance","level":3,"score":0.7226824164390564},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6822194457054138},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.6651141047477722},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5987828969955444},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4856087267398834},{"id":"https://openalex.org/C164660894","wikidata":"https://www.wikidata.org/wiki/Q2037833","display_name":"Piecewise","level":2,"score":0.45636385679244995},{"id":"https://openalex.org/C81845259","wikidata":"https://www.wikidata.org/wiki/Q290117","display_name":"Quadratic programming","level":2,"score":0.4479592740535736},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.41425469517707825},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3219219744205475},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3156113624572754},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21515262126922607},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.17292684316635132},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1346912384033203},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/acc.2007.4282624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2007.4282624","pdf_url":null,"source":{"id":"https://openalex.org/S4210168941","display_name":"Proceedings of the ... American Control Conference/Proceedings of the American Control Conference","issn_l":"0743-1619","issn":["0743-1619","2378-5861"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 American Control Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire/a6953df0-4fd1-11dc-a457-000ea68e967b","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/a6953df0-4fd1-11dc-a457-000ea68e967b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wu, Z, Rajamani, M R, Rawlings, J B & Stoustrup, J 2007, Application of Autocovariance Least - Squares Method for Model Predictive Control of Hybrid Ventilation in Livestock Stable. in Proceedings of American Control Conference, 2007. ACC' 07. pp. 3630-3635, American Control Conference 2007, New York, United States, 19/05/2010. https://doi.org/10.1109/ACC.2007.4282624","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/a6953df0-4fd1-11dc-a457-000ea68e967b","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/a6953df0-4fd1-11dc-a457-000ea68e967b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wu, Z, Rajamani, M R, Rawlings, J B & Stoustrup, J 2007, Application of Autocovariance Least - Squares Method for Model Predictive Control of Hybrid Ventilation in Livestock Stable. in Proceedings of American Control Conference, 2007. ACC' 07. pp. 3630-3635, American Control Conference 2007, New York, United States, 19/05/2010. https://doi.org/10.1109/ACC.2007.4282624","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1561941139","https://openalex.org/W1978956894","https://openalex.org/W2002219970","https://openalex.org/W2005151817","https://openalex.org/W2009685984","https://openalex.org/W2075665712","https://openalex.org/W2083175585","https://openalex.org/W2093516101","https://openalex.org/W2101188133","https://openalex.org/W2110429782","https://openalex.org/W2128226018","https://openalex.org/W2132622866","https://openalex.org/W2142193673","https://openalex.org/W2147844094","https://openalex.org/W2151963564","https://openalex.org/W2168947047","https://openalex.org/W2213594914","https://openalex.org/W2603029781","https://openalex.org/W2902833349","https://openalex.org/W3029645440","https://openalex.org/W4285719527","https://openalex.org/W6633669424","https://openalex.org/W6675232141","https://openalex.org/W6735563740","https://openalex.org/W7052679525"],"related_works":["https://openalex.org/W2008790869","https://openalex.org/W2371310722","https://openalex.org/W1986538421","https://openalex.org/W1971462556","https://openalex.org/W2080896647","https://openalex.org/W2025587901","https://openalex.org/W2028217664","https://openalex.org/W2158000646","https://openalex.org/W2886734572","https://openalex.org/W1852236601"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"the":[3,48,74,87,91,100,104,108,118,124,132],"implementation":[4],"of":[5,110,115,127,135],"a":[6,22,43,65],"new":[7],"autocovariance":[8],"least-square":[9],"(ALS)":[10],"technique":[11],"for":[12,38],"livestock":[13],"hybrid":[14],"ventilation":[15],"systems":[16],"and":[17,42,60,63,83,112,138],"associated":[18],"indoor":[19],"climate":[20],"with":[21,90,103],"model":[23,46,67,119],"predictive":[24],"control":[25,137],"(MPC)":[26],"strategy":[27],"is":[28,32,55],"presented.":[29],"The":[30,77,96,121],"design":[31],"based":[33],"on":[34],"thermal":[35],"comfort":[36],"parameters":[37],"poultry":[39],"in":[40,107,117,130],"barns":[41],"combined":[44],"dynamic":[45],"describing":[47],"entire":[49],"system":[50],"knowledge.":[51],"Reference":[52],"offset-free":[53],"tracking":[54],"achieved":[56],"using":[57],"target":[58],"calculation":[59],"quadratic":[61],"programming":[62],"adding":[64],"disturbance":[66],"that":[68],"accommodates":[69],"unmeasured":[70],"disturbances":[71,111],"entering":[72],"through":[73],"process":[75,94,136],"input.":[76],"unknown":[78],"noise":[79],"covariances":[80],"are":[81],"diagnosed":[82],"corrected":[84],"by":[85],"applying":[86],"ALS":[88,105,128],"estimator":[89,106],"closed":[92],"loop":[93],"data.":[95],"comparative":[97],"simulations":[98],"show":[99],"performance":[101],"improvement":[102],"presence":[109],"moderate":[113],"amount":[114],"error":[116],"parameters.":[120],"results":[122],"demonstrate":[123],"high":[125],"potential":[126],"methods":[129],"improving":[131],"best":[133],"practice":[134],"estimation.":[139]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}