{"id":"https://openalex.org/W7084591882","doi":"https://doi.org/10.1080/00207179.2025.2560565","title":"Control-oriented modelling for model predictive control of water reservoir systems","display_name":"Control-oriented modelling for model predictive control of water reservoir systems","publication_year":2025,"publication_date":"2025-10-04","ids":{"openalex":"https://openalex.org/W7084591882","doi":"https://doi.org/10.1080/00207179.2025.2560565"},"language":"en","primary_location":{"id":"doi:10.1080/00207179.2025.2560565","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207179.2025.2560565","pdf_url":null,"source":{"id":"https://openalex.org/S88061139","display_name":"International Journal of Control","issn_l":"0020-7179","issn":["0020-7179","1366-5820"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Control","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11311/1310452","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Raffaele Giuseppe Cestari","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Raffaele Giuseppe Cestari","raw_affiliation_strings":["Politecnico di Milano"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Andrea Castelletti","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Castelletti","raw_affiliation_strings":["Politecnico di Milano"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":null,"display_name":"Simone Formentin","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simone Formentin","raw_affiliation_strings":["Politecnico di Milano"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.38443647,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"99","issue":"4","first_page":"1176","last_page":"1187"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10593","display_name":"Bacterial biofilms and quorum sensing","score":0.14730000495910645,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10593","display_name":"Bacterial biofilms and quorum sensing","score":0.14730000495910645,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11578","display_name":"Plant Pathogenic Bacteria Studies","score":0.12389999628067017,"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/T12824","display_name":"Infections and bacterial resistance","score":0.1145000010728836,"subfield":{"id":"https://openalex.org/subfields/1310","display_name":"Endocrinology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.7279999852180481},{"id":"https://openalex.org/keywords/water-reservoir","display_name":"Water reservoir","score":0.5598000288009644},{"id":"https://openalex.org/keywords/reservoir-modeling","display_name":"Reservoir modeling","score":0.4341999888420105},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4104999899864197},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.40059998631477356},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.35030001401901245}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.7279999852180481},{"id":"https://openalex.org/C2993796956","wikidata":"https://www.wikidata.org/wiki/Q131681","display_name":"Water reservoir","level":2,"score":0.5598000288009644},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.5236999988555908},{"id":"https://openalex.org/C14641988","wikidata":"https://www.wikidata.org/wiki/Q7315329","display_name":"Reservoir modeling","level":2,"score":0.4341999888420105},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4198000133037567},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4104999899864197},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.40059998631477356},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37599998712539673},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.35030001401901245},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34929999709129333},{"id":"https://openalex.org/C183250156","wikidata":"https://www.wikidata.org/wiki/Q5916050","display_name":"Reservoir engineering","level":3,"score":0.3353999853134155},{"id":"https://openalex.org/C2778668878","wikidata":"https://www.wikidata.org/wiki/Q6380338","display_name":"Reservoir simulation","level":2,"score":0.33180001378059387},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.31839999556541443},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.2957000136375427},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2937000095844269},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.29019999504089355},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.2662000060081482}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207179.2025.2560565","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207179.2025.2560565","pdf_url":null,"source":{"id":"https://openalex.org/S88061139","display_name":"International Journal of Control","issn_l":"0020-7179","issn":["0020-7179","1366-5820"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Control","raw_type":"journal-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1310452","is_oa":true,"landing_page_url":"https://hdl.handle.net/11311/1310452","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:re.public.polimi.it:11311/1310452","is_oa":true,"landing_page_url":"https://hdl.handle.net/11311/1310452","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.8584253191947937}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W55956962","https://openalex.org/W1629339888","https://openalex.org/W1969852690","https://openalex.org/W1993195626","https://openalex.org/W2018691083","https://openalex.org/W2108794116","https://openalex.org/W2113642685","https://openalex.org/W2126491786","https://openalex.org/W2139419665","https://openalex.org/W2166277028","https://openalex.org/W2192203593","https://openalex.org/W2287910890","https://openalex.org/W2591134645","https://openalex.org/W2618861343","https://openalex.org/W2894821558","https://openalex.org/W2899023746","https://openalex.org/W3028852288","https://openalex.org/W3040211378","https://openalex.org/W3134325345","https://openalex.org/W3153470749","https://openalex.org/W3206913269","https://openalex.org/W3213541597","https://openalex.org/W4200584179","https://openalex.org/W4213308398","https://openalex.org/W4236339885","https://openalex.org/W4311987441","https://openalex.org/W4312615829","https://openalex.org/W4327748733","https://openalex.org/W4364377857","https://openalex.org/W4382935880","https://openalex.org/W4390017982"],"related_works":[],"abstract_inverted_index":{"When":[0],"dealing":[1],"with":[2],"systems":[3],"subject":[4],"to":[5,13,50,54,89,103,146],"unpredictable":[6],"external":[7],"disturbances,":[8],"choosing":[9],"the":[10,33,65,76,79,95,100,104,112,136,147],"prediction":[11,67,97],"model":[12,31,68],"incorporate":[14],"into":[15],"a":[16,23,29,44,70,118],"Model":[17],"Predictive":[18],"Controller":[19],"(MPC)":[20],"can":[21],"be":[22],"challenge.":[24],"We":[25,62],"demonstrate":[26],"that":[27,64],"for":[28,59,122],"fixed":[30],"class,":[32],"identification":[34,80,84],"through":[35],"simultaneous":[36],"fitting":[37],"of":[38,43,114,138],"historical":[39,60],"data":[40,57],"and":[41,124],"minimisation":[42],"backtesting":[45],"control":[46,71,113],"cost":[47],"allows":[48],"one":[49,77],"improve":[51],"performance":[52],"compared":[53],"using":[55],"all":[56],"exclusively":[58],"fitting.":[61],"show":[63],"best":[66,96],"from":[69],"perspective":[72],"is":[73,109,129,140],"not":[74],"necessarily":[75],"minimising":[78],"cost.":[81],"Here,":[82],"system":[83],"takes":[85],"place":[86],"online,":[87],"thanks":[88],"Bayesian":[90],"Optimisation,":[91],"which":[92],"iteratively":[93],"provides":[94],"model,":[98],"bringing":[99],"controller":[101],"close":[102],"ideal":[105],"performance.":[106],"The":[107,127],"approach":[108],"demonstrated":[110],"on":[111],"Lake":[115],"Como,":[116],"Italy,":[117],"regulated":[119],"lake":[120],"operated":[121],"irrigation":[123,144],"flood":[125],"control.":[126],"methodology":[128],"promising":[130],"particularly":[131],"in":[132,142],"dry":[133],"periods,":[134],"where":[135],"impact":[137],"predictions":[139],"fundamental":[141],"hedging":[143],"releases":[145],"agricultural":[148],"district.":[149]},"counts_by_year":[],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}