{"id":"https://openalex.org/W2972310853","doi":"https://doi.org/10.23919/acc.2019.8814394","title":"Short-Term Forecasting Across a Network for the Autonomous Wind Farm","display_name":"Short-Term Forecasting Across a Network for the Autonomous Wind Farm","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2972310853","doi":"https://doi.org/10.23919/acc.2019.8814394","mag":"2972310853"},"language":"en","primary_location":{"id":"doi:10.23919/acc.2019.8814394","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2019.8814394","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/A5055162929","display_name":"Jennifer Annoni","orcid":null},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Renewable Energy Laboratory","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jennifer Annoni","raw_affiliation_strings":["National Renewable Energy Laboratory"],"affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072710410","display_name":"Christopher J. Bay","orcid":"https://orcid.org/0000-0002-2658-5559"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Renewable Energy Laboratory","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Bay","raw_affiliation_strings":["National Renewable Energy Laboratory"],"affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102792731","display_name":"Kathryn Johnson","orcid":"https://orcid.org/0000-0001-9771-7718"},"institutions":[{"id":"https://openalex.org/I167576493","display_name":"Colorado School of Mines","ror":"https://ror.org/04raf6v53","country_code":"US","type":"education","lineage":["https://openalex.org/I167576493"]},{"id":"https://openalex.org/I1297288678","display_name":"National Renewable Energy Laboratory","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kathryn Johnson","raw_affiliation_strings":["University of Colorado School of Mines, National Renewable Energy Laboratory"],"affiliations":[{"raw_affiliation_string":"University of Colorado School of Mines, National Renewable Energy Laboratory","institution_ids":["https://openalex.org/I1297288678","https://openalex.org/I167576493"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047296570","display_name":"Paul Fleming","orcid":"https://orcid.org/0000-0001-8249-2544"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Renewable Energy Laboratory","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Fleming","raw_affiliation_strings":["National Renewable Energy Laboratory"],"affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory","institution_ids":["https://openalex.org/I1297288678"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5055162929"],"corresponding_institution_ids":["https://openalex.org/I1297288678"],"apc_list":null,"apc_paid":null,"fwci":0.5961,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.68973117,"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":"2837","last_page":"2842"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998000264167786,"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/T10680","display_name":"Wind Energy Research and Development","score":0.9995999932289124,"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/T10424","display_name":"Electric Power System Optimization","score":0.9983999729156494,"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/wind-power","display_name":"Wind power","score":0.8422989845275879},{"id":"https://openalex.org/keywords/turbine","display_name":"Turbine","score":0.6688270568847656},{"id":"https://openalex.org/keywords/terrain","display_name":"Terrain","score":0.6542255878448486},{"id":"https://openalex.org/keywords/inflow","display_name":"Inflow","score":0.626245379447937},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.5365512371063232},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49383339285850525},{"id":"https://openalex.org/keywords/marine-engineering","display_name":"Marine engineering","score":0.45950552821159363},{"id":"https://openalex.org/keywords/wind-direction","display_name":"Wind direction","score":0.44935017824172974},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4311373829841614},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3889901638031006},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29117727279663086},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.25024765729904175},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09108832478523254}],"concepts":[{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.8422989845275879},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.6688270568847656},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.6542255878448486},{"id":"https://openalex.org/C2776132308","wikidata":"https://www.wikidata.org/wiki/Q11070850","display_name":"Inflow","level":2,"score":0.626245379447937},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.5365512371063232},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49383339285850525},{"id":"https://openalex.org/C199104240","wikidata":"https://www.wikidata.org/wiki/Q118291","display_name":"Marine engineering","level":1,"score":0.45950552821159363},{"id":"https://openalex.org/C107775477","wikidata":"https://www.wikidata.org/wiki/Q1057900","display_name":"Wind direction","level":3,"score":0.44935017824172974},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4311373829841614},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3889901638031006},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29117727279663086},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.25024765729904175},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09108832478523254},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"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/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/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/acc.2019.8814394","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2019.8814394","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1479638403","https://openalex.org/W1533975523","https://openalex.org/W1550104503","https://openalex.org/W1550909269","https://openalex.org/W1741245973","https://openalex.org/W1797178173","https://openalex.org/W1864372840","https://openalex.org/W1973950539","https://openalex.org/W2046860136","https://openalex.org/W2067718885","https://openalex.org/W2153233077","https://openalex.org/W2164278908","https://openalex.org/W2245647937","https://openalex.org/W2530065124","https://openalex.org/W2727760306","https://openalex.org/W2735874191","https://openalex.org/W2785343939","https://openalex.org/W2885242431","https://openalex.org/W2895579525","https://openalex.org/W4253782782","https://openalex.org/W4292363360","https://openalex.org/W4295199745","https://openalex.org/W6633083295","https://openalex.org/W6637738364","https://openalex.org/W6755439833"],"related_works":["https://openalex.org/W4380482219","https://openalex.org/W4377969695","https://openalex.org/W2288310241","https://openalex.org/W1984090108","https://openalex.org/W4321492268","https://openalex.org/W238980701","https://openalex.org/W2301582445","https://openalex.org/W2112476022","https://openalex.org/W170616846","https://openalex.org/W3082854019"],"abstract_inverted_index":{"In":[0,39,116],"an":[1,121],"autonomous":[2,122],"wind":[3,14,25,43,71,114,123,136,139,154,165,196],"farm,":[4,26],"turbines":[5,11,53,65,104],"will":[6],"use":[7],"information":[8,56,79,96,127],"from":[9,128],"nearby":[10],"to":[12,35,100,134,159,185],"achieve":[13],"farm-level":[15],"objectives":[16],"such":[17,190],"as":[18,48,191],"optimizing":[19],"the":[20,42,67,70,109,151,161,164,170],"overall":[21],"performance":[22,111],"of":[23,69,84,112,153,163],"a":[24,49,62,113,145,174,195],"ensuring":[27],"resiliency":[28],"when":[29],"other":[30],"sensors":[31,130],"fail,":[32],"and":[33,76,107,138,167],"adapting":[34],"changing":[36],"local":[37,74,129],"conditions.":[38],"this":[40,118],"paper,":[41],"farm":[44,72,124],"can":[45,88,97,156,181],"be":[46,89,98,157,183],"modeled":[47],"network":[50],"within":[51,194],"which":[52],"(nodes)":[54],"share":[55],"across":[57],"designated":[58],"communication":[59],"channels,":[60],"with":[61,80],"focus":[63],"on":[64,173],"at":[66,141],"outside":[68],"capturing":[73],"effects":[75],"sharing":[77],"that":[78,125,150],"downstream":[81],"turbines.":[82],"Understanding":[83],"varied":[85],"inflow":[86],"conditions":[87],"especially":[90],"important":[91],"in":[92,131],"complex":[93],"terrain.":[94],"This":[95],"used":[99,158,184],"monitor":[101],"turbines,":[102],"self-organize":[103],"into":[105],"groups,":[106],"predict":[108,135],"power":[110],"farm.":[115,197],"particular,":[117],"paper":[119],"describes":[120],"incorporates":[126],"real":[132],"time":[133,176],"speed":[137,166],"direction":[140,155,168],"each":[142],"turbine":[143],"over":[144,169],"short-term":[146,179],"horizon.":[147,177],"Results":[148],"indicate":[149],"estimate":[152],"improve":[160],"knowledge":[162],"persistence":[171],"method":[172],"10-15-minute":[175],"These":[178],"forecasts":[180],"also":[182],"facilitate":[186],"advanced":[187],"control":[188,193],"methods":[189],"feedforward":[192]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}