{"id":"https://openalex.org/W2886541672","doi":"https://doi.org/10.23919/acc.2018.8431391","title":"Model Predictive Active Power Control of Waked Wind Farms","display_name":"Model Predictive Active Power Control of Waked Wind Farms","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2886541672","doi":"https://doi.org/10.23919/acc.2018.8431391","mag":"2886541672"},"language":"en","primary_location":{"id":"doi:10.23919/acc.2018.8431391","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2018.8431391","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Annual 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/A5061542685","display_name":"Mehdi Vali","orcid":"https://orcid.org/0000-0002-7179-3357"},"institutions":[{"id":"https://openalex.org/I129877168","display_name":"Carl von Ossietzky Universit\u00e4t Oldenburg","ror":"https://ror.org/033n9gh91","country_code":"DE","type":"education","lineage":["https://openalex.org/I129877168"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mehdi Vali","raw_affiliation_strings":["ForWind - Center for Wind Energy Research, University of Oldenburg, Oldenburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ForWind - Center for Wind Energy Research, University of Oldenburg, Oldenburg, Germany","institution_ids":["https://openalex.org/I129877168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090394874","display_name":"Vlaho Petrovi\u0107\u202c","orcid":"https://orcid.org/0000-0001-6838-618X"},"institutions":[{"id":"https://openalex.org/I129877168","display_name":"Carl von Ossietzky Universit\u00e4t Oldenburg","ror":"https://ror.org/033n9gh91","country_code":"DE","type":"education","lineage":["https://openalex.org/I129877168"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Vlaho Petrovic","raw_affiliation_strings":["ForWind - Center for Wind Energy Research, University of Oldenburg, Oldenburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ForWind - Center for Wind Energy Research, University of Oldenburg, Oldenburg, Germany","institution_ids":["https://openalex.org/I129877168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025858816","display_name":"Sjoerd Boersma","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":"Sjoerd Boersma","raw_affiliation_strings":["Delft Center for Systems and Control, Delft University of Technology, Delft, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008521613","display_name":"Jan\u2010Willem van Wingerden","orcid":"https://orcid.org/0000-0003-3061-7442"},"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":"Jan-Willem van Wingerden","raw_affiliation_strings":["Delft Center for Systems and Control, Delft University of Technology, Delft, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062050694","display_name":"Lucy Y. Pao","orcid":"https://orcid.org/0000-0001-9450-8902"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lucy Y. Pao","raw_affiliation_strings":["Department of Electrical, Computer & Energy Engineering, University of Colorado, Boulder, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical, Computer & Energy Engineering, University of Colorado, Boulder, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049694009","display_name":"Martin K\u00fchn","orcid":"https://orcid.org/0000-0003-0506-9288"},"institutions":[{"id":"https://openalex.org/I129877168","display_name":"Carl von Ossietzky Universit\u00e4t Oldenburg","ror":"https://ror.org/033n9gh91","country_code":"DE","type":"education","lineage":["https://openalex.org/I129877168"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Kuhn","raw_affiliation_strings":["ForWind - Center for Wind Energy Research, University of Oldenburg, Oldenburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ForWind - Center for Wind Energy Research, University of Oldenburg, Oldenburg, Germany","institution_ids":["https://openalex.org/I129877168"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":29.4985,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.99170408,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"707","last_page":"714"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10680","display_name":"Wind Energy Research and Development","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10680","display_name":"Wind Energy Research and Development","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10740","display_name":"Wind Turbine Control Systems","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10223","display_name":"Microgrid Control and Optimization","score":0.978600025177002,"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/wind-power","display_name":"Wind power","score":0.7868783473968506},{"id":"https://openalex.org/keywords/turbine","display_name":"Turbine","score":0.7655290365219116},{"id":"https://openalex.org/keywords/wake","display_name":"Wake","score":0.7139099836349487},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.624599039554596},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.6006690263748169},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.5734285712242126},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.5686808824539185},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4396524429321289},{"id":"https://openalex.org/keywords/ac-power","display_name":"AC power","score":0.41952764987945557},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3726211190223694},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3605625033378601},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3521260619163513},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.34175562858581543},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.16618108749389648},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.0786115825176239}],"concepts":[{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.7868783473968506},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.7655290365219116},{"id":"https://openalex.org/C48939323","wikidata":"https://www.wikidata.org/wiki/Q294879","display_name":"Wake","level":2,"score":0.7139099836349487},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.624599039554596},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.6006690263748169},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.5734285712242126},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.5686808824539185},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4396524429321289},{"id":"https://openalex.org/C108755667","wikidata":"https://www.wikidata.org/wiki/Q1930258","display_name":"AC power","level":3,"score":0.41952764987945557},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3726211190223694},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3605625033378601},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3521260619163513},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.34175562858581543},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.16618108749389648},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0786115825176239},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/acc.2018.8431391","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2018.8431391","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Annual American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1517311615","https://openalex.org/W1984598175","https://openalex.org/W1987122165","https://openalex.org/W2087698340","https://openalex.org/W2128665450","https://openalex.org/W2157394646","https://openalex.org/W2164594722","https://openalex.org/W2168847308","https://openalex.org/W2292268820","https://openalex.org/W2483167516","https://openalex.org/W2484523647","https://openalex.org/W2500102597","https://openalex.org/W2524155026","https://openalex.org/W2525049889","https://openalex.org/W2526854334","https://openalex.org/W2526875159","https://openalex.org/W2592857365","https://openalex.org/W2654807262","https://openalex.org/W2734616238","https://openalex.org/W2735388629","https://openalex.org/W2735874191","https://openalex.org/W2765335413","https://openalex.org/W2783975923","https://openalex.org/W2903218618","https://openalex.org/W3116923327","https://openalex.org/W4242209908","https://openalex.org/W6756748776","https://openalex.org/W6903719562"],"related_works":["https://openalex.org/W2757285599","https://openalex.org/W2376025146","https://openalex.org/W161151693","https://openalex.org/W2955635855","https://openalex.org/W3195741387","https://openalex.org/W2883444180","https://openalex.org/W4381570180","https://openalex.org/W4380482219","https://openalex.org/W2028780417","https://openalex.org/W2008549418"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"an":[3],"adjoint-based":[4],"model":[5,79],"predictive":[6,70],"control":[7,17,32,66,123],"(AMPC)":[8],"is":[9,34,53,99,118,151],"proposed":[10,175],"in":[11,24,89,161],"order":[12],"to":[13,36,80,101,125,182],"provide":[14],"active":[15],"power":[16,40,51],"(APC)":[18],"services":[19],"of":[20,27,48,86,114,130,139,147,156,173],"wind":[21,38,49,64,77,87,116,132,141,159],"farms,":[22],"even":[23],"the":[25,103,127,136,140,148,171,174],"presence":[26],"problematic":[28],"wake":[29,82,137,163],"interactions.":[30],"The":[31,44,68,110,145,168],"objective":[33],"defined":[35],"minimize":[37],"farm":[39,65,78,133,160],"reference":[41],"tracking":[42],"error.":[43],"non-unique":[45],"optimal":[46],"distribution":[47],"turbine":[50,117],"references":[52],"a":[54,73,95,107,122,131,154,157,162],"resulting":[55],"by-product":[56],"which":[57],"can":[58],"be":[59],"very":[60],"informative":[61],"for":[62,105,153],"other":[63],"methods.":[67],"developed":[69],"controller":[71],"employs":[72],"medium-fidelity":[74],"2D":[75],"dynamic":[76],"predict":[81],"interactions":[83,138],"at":[84],"hub-height":[85],"turbines":[88,142],"advance.":[90],"An":[91],"adjoint":[92],"approach":[93,176],"as":[94,121],"computationally":[96],"efficient":[97],"tool":[98],"utilized":[100],"compute":[102],"gradient":[104],"such":[106],"large-scale":[108],"system.":[109],"axial":[111],"induction":[112],"factor":[113],"each":[115],"considered":[119],"here":[120],"variable":[124],"influence":[126],"overall":[128],"performance":[129,146],"by":[134],"taking":[135],"into":[143],"account.":[144],"AMPC-based":[149],"APC":[150],"examined":[152],"layout":[155],"2\u00d73":[158],"condition":[164],"through":[165],"simulation":[166],"studies.":[167],"results":[169],"show":[170],"effectiveness":[172],"and":[177,184],"introduce":[178],"some":[179],"potential":[180],"studies":[181],"improve":[183],"extend":[185],"its":[186],"performance.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}