{"id":"https://openalex.org/W2143547454","doi":"https://doi.org/10.1109/acc.2012.6314903","title":"Distributed tree-based model predictive control on an open water system","display_name":"Distributed tree-based model predictive control on an open water system","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2143547454","doi":"https://doi.org/10.1109/acc.2012.6314903","mag":"2143547454"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2012.6314903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2012.6314903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 American Control Conference (ACC)","raw_type":"proceedings-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/A5041094506","display_name":"J. M. Maestre","orcid":"https://orcid.org/0000-0002-4968-6811"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"J. M. Maestre","raw_affiliation_strings":["Delft Center for Systems and Control, Delft University of Technology, Netherlands","Delft Center For Systems and Control; Delft University of Technology; The Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Delft Center For Systems and Control; Delft University of Technology; The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067527836","display_name":"Luciano Raso","orcid":"https://orcid.org/0000-0001-7778-9589"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"L. Raso","raw_affiliation_strings":["Department of Water Management, Delft University of Technology, Netherlands","Department of Water Management, Delft University of Technology, the Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Water Management, Delft University of Technology, Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Department of Water Management, Delft University of Technology, the Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111790483","display_name":"P. J. van Overloop","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"P. J. van Overloop","raw_affiliation_strings":["Department of Water Management, Delft University of Technology, Netherlands","Department of Water Management, Delft University of Technology, the Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Water Management, Delft University of Technology, Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Department of Water Management, Delft University of Technology, the Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026547410","display_name":"Bart De Schutter","orcid":"https://orcid.org/0000-0001-9867-6196"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"B. de Schutter","raw_affiliation_strings":["Delft Center for Systems and Control, Delft University of Technology, Netherlands","Delft Center For Systems and Control; Delft University of Technology; The Netherlands"],"affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Delft Center For Systems and Control; Delft University of Technology; The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041094506"],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":2.2522,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.89774955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1985","last_page":"1990"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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/T11236","display_name":"Control Systems and Identification","score":0.9828000068664551,"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/T10046","display_name":"Stability and Control of Uncertain Systems","score":0.9750999808311462,"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/model-predictive-control","display_name":"Model predictive control","score":0.889706015586853},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6567199230194092},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.6323187351226807},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5412378907203674},{"id":"https://openalex.org/keywords/minimax","display_name":"Minimax","score":0.5274132490158081},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5056123733520508},{"id":"https://openalex.org/keywords/disturbance","display_name":"Disturbance (geology)","score":0.4713166356086731},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.45760393142700195},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.41374894976615906},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4133256673812866},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4092627763748169},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22645467519760132},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19464737176895142},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17230790853500366},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.07624086737632751}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.889706015586853},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6567199230194092},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.6323187351226807},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5412378907203674},{"id":"https://openalex.org/C149728462","wikidata":"https://www.wikidata.org/wiki/Q751319","display_name":"Minimax","level":2,"score":0.5274132490158081},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5056123733520508},{"id":"https://openalex.org/C2777601987","wikidata":"https://www.wikidata.org/wiki/Q5283581","display_name":"Disturbance (geology)","level":2,"score":0.4713166356086731},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.45760393142700195},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.41374894976615906},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4133256673812866},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4092627763748169},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22645467519760132},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19464737176895142},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17230790853500366},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.07624086737632751},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acc.2012.6314903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2012.6314903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","score":0.7599999904632568,"display_name":"Clean water and sanitation"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1252359255","https://openalex.org/W1494001461","https://openalex.org/W1545465591","https://openalex.org/W1829581774","https://openalex.org/W1968609936","https://openalex.org/W1969007958","https://openalex.org/W1975591531","https://openalex.org/W2064091343","https://openalex.org/W2100760548","https://openalex.org/W2105576913","https://openalex.org/W2110554198","https://openalex.org/W2117195148","https://openalex.org/W2131098409","https://openalex.org/W2135258659","https://openalex.org/W2143776086","https://openalex.org/W2156836254","https://openalex.org/W2165576737","https://openalex.org/W2296319761","https://openalex.org/W4211092921","https://openalex.org/W4250589301"],"related_works":["https://openalex.org/W2038604956","https://openalex.org/W2296560746","https://openalex.org/W2338222801","https://openalex.org/W2016058626","https://openalex.org/W2474724840","https://openalex.org/W2347583731","https://openalex.org/W2963760573","https://openalex.org/W2106602008","https://openalex.org/W2067832159","https://openalex.org/W48160925"],"abstract_inverted_index":{"Open":[0],"water":[1],"systems":[2,10],"are":[3,90],"one":[4],"of":[5,58,83,97,104],"the":[6,38,55,59,65,94,98,102],"most":[7],"externally":[8],"influenced":[9],"due":[11],"to":[12,18,31,53,92],"their":[13],"size":[14],"and":[15],"continuous":[16],"exposure":[17],"uncertain":[19],"meteorological":[20],"forces.":[21],"In":[22,86],"this":[23,105],"paper":[24],"we":[25],"use":[26],"a":[27,33,44,78],"stochastic":[28],"programming":[29],"approach":[30],"control":[32,73],"drainage":[34],"system":[35,60],"in":[36,77],"which":[37],"weather":[39],"forecast":[40],"is":[41,51,75,107],"modeled":[42],"as":[43,112],"disturbance":[45,66],"tree.":[46,67],"A":[47],"model":[48,71,116],"predictive":[49,72,117],"controller":[50],"used":[52],"optimize":[54],"expected":[56],"value":[57],"variables":[61],"taking":[62],"into":[63],"account":[64],"This":[68],"technique,":[69],"tree-based":[70],"(TBMPC),":[74],"solved":[76],"parallel":[79,99],"fashion":[80],"by":[81],"means":[82],"dual":[84],"decomposition.":[85],"addition,":[87],"different":[88],"possibilities":[89],"explored":[91],"reduce":[93],"communicational":[95],"burden":[96],"algorithm.":[100],"Finally,":[101],"performance":[103],"technique":[106],"compared":[108],"with":[109],"others":[110],"such":[111],"minmax":[113],"or":[114],"multiple":[115],"control.":[118]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}