{"id":"https://openalex.org/W2972417984","doi":"https://doi.org/10.23919/acc.2019.8814475","title":"Stochastic Model Predictive Control: uncertainty impact on wind farm power tracking","display_name":"Stochastic Model Predictive Control: uncertainty impact on wind farm power tracking","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2972417984","doi":"https://doi.org/10.23919/acc.2019.8814475","mag":"2972417984"},"language":"en","primary_location":{"id":"doi:10.23919/acc.2019.8814475","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2019.8814475","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 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/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":"S. Boersma","raw_affiliation_strings":["Delft University of Technology, Delft Center for Systems and Control, Delft, CD, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft Center for Systems and Control, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040778852","display_name":"Bart Doekemeijer","orcid":"https://orcid.org/0000-0003-2757-1615"},"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.M. Doekemeijer","raw_affiliation_strings":["Delft University of Technology, Delft Center for Systems and Control, Delft, CD, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft Center for Systems and Control, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016647860","display_name":"Tam\u00e1s Keviczky","orcid":"https://orcid.org/0000-0002-2428-2300"},"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":"T. Keviczky","raw_affiliation_strings":["Delft University of Technology, Delft Center for Systems and Control, Delft, CD, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft Center for Systems and Control, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037752501","display_name":"J.W. van Wingerdenl","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":"J.W. van Wingerdenl","raw_affiliation_strings":["Delft University of Technology, Delft Center for Systems and Control, Delft, CD, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft Center for Systems and Control, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.0381,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.9784351,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"4167","last_page":"4172"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10680","display_name":"Wind Energy Research and Development","score":0.9957000017166138,"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":0.9957000017166138,"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":0.9922000169754028,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9783999919891357,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.5981013178825378},{"id":"https://openalex.org/keywords/predictive-power","display_name":"Predictive power","score":0.5871411561965942},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5788162350654602},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.5689435005187988},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.4752233624458313},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4457297921180725},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.41554492712020874},{"id":"https://openalex.org/keywords/stochastic-modelling","display_name":"Stochastic modelling","score":0.4109213352203369},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4034261703491211},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.34409576654434204},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25789010524749756},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17008313536643982},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16084864735603333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11734172701835632},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07750886678695679},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07343310117721558}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.5981013178825378},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.5871411561965942},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5788162350654602},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.5689435005187988},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.4752233624458313},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4457297921180725},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.41554492712020874},{"id":"https://openalex.org/C127491075","wikidata":"https://www.wikidata.org/wiki/Q7617825","display_name":"Stochastic modelling","level":2,"score":0.4109213352203369},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4034261703491211},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.34409576654434204},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25789010524749756},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17008313536643982},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16084864735603333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11734172701835632},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07750886678695679},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07343310117721558},{"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/acc.2019.8814475","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2019.8814475","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 American Control Conference (ACC)","raw_type":"proceedings-article"},{"id":"pmh:oai:tudelft.nl:uuid:4604d0ab-6dc6-431f-92ad-4b4a41cbaa5b","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:4604d0ab-6dc6-431f-92ad-4b4a41cbaa5b","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"}],"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":27,"referenced_works":["https://openalex.org/W634708846","https://openalex.org/W1550909269","https://openalex.org/W1857498091","https://openalex.org/W1970536223","https://openalex.org/W1997221482","https://openalex.org/W2034414230","https://openalex.org/W2050690873","https://openalex.org/W2083432583","https://openalex.org/W2134843786","https://openalex.org/W2292268820","https://openalex.org/W2333439337","https://openalex.org/W2341935692","https://openalex.org/W2539925245","https://openalex.org/W2557055507","https://openalex.org/W2566833544","https://openalex.org/W2592857365","https://openalex.org/W2765406622","https://openalex.org/W2783975923","https://openalex.org/W2809180923","https://openalex.org/W2809284554","https://openalex.org/W2857716433","https://openalex.org/W2885242431","https://openalex.org/W2901857997","https://openalex.org/W4292069163","https://openalex.org/W4376552681","https://openalex.org/W6638917767","https://openalex.org/W6757148423"],"related_works":["https://openalex.org/W1995427843","https://openalex.org/W2042280983","https://openalex.org/W2888652631","https://openalex.org/W2321888438","https://openalex.org/W2369445029","https://openalex.org/W2026456043","https://openalex.org/W4320063126","https://openalex.org/W2417662900","https://openalex.org/W1987284827","https://openalex.org/W1996323220"],"abstract_inverted_index":{"Active":[0],"power":[1,20,72],"control":[2,54],"for":[3],"wind":[4,25,64,76,86,92,105],"farms":[5],"is":[6,16,43,81],"needed":[7],"to":[8,17,35,45,94,124],"provide":[9],"ancillary":[10],"services.":[11],"One":[12],"of":[13,39],"these":[14],"services":[15],"track":[18],"a":[19,24,61,84,90,115],"reference":[21],"signal":[22],"with":[23,122],"farm":[26,65,87,93],"by":[27],"dynamically":[28],"de-":[29],"and":[30,108],"uprating":[31],"the":[32,36,40,96,104],"turbines.":[33],"Due":[34],"stochastic":[37,48,63,97,116],"nature":[38],"wind,":[41],"it":[42],"necessary":[44],"take":[46],"this":[47,57],"behavior":[49],"into":[50],"account":[51],"when":[52],"evaluating":[53],"signals.":[55],"In":[56],"paper":[58],"we":[59],"present":[60],"closed-loop":[62],"controller":[66,80,98,110,117],"that":[67,114],"evaluates":[68],"thrust":[69],"coefficients":[70],"providing":[71],"tracking":[73,120],"under":[74,99],"uncertain":[75],"speed":[77,106],"measurements.":[78],"The":[79],"evaluated":[82],"in":[83],"high-fidelity":[85],"model":[88],"simulating":[89],"9-turbine":[91],"demonstrate":[95],"different":[100,109],"uncertainty":[101],"levels":[102],"on":[103],"measurement":[107],"settings.":[111],"Results":[112],"illustrate":[113],"provides":[118],"better":[119],"performance":[121],"respect":[123],"its":[125],"deterministic":[126],"variant.":[127]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-17T08:01:34.144755","created_date":"2025-10-10T00:00:00"}