{"id":"https://openalex.org/W2516541804","doi":"https://doi.org/10.1109/pscc.2016.7540898","title":"Validation of the Ornstein-Uhlenbeck process for load modeling based on \u00b5PMU measurements","display_name":"Validation of the Ornstein-Uhlenbeck process for load modeling based on \u00b5PMU measurements","publication_year":2016,"publication_date":"2016-06-01","ids":{"openalex":"https://openalex.org/W2516541804","doi":"https://doi.org/10.1109/pscc.2016.7540898","mag":"2516541804"},"language":"en","primary_location":{"id":"doi:10.1109/pscc.2016.7540898","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pscc.2016.7540898","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Power Systems Computation Conference (PSCC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://escholarship.org/content/qt27g1539j/qt27g1539j.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050417081","display_name":"Ciaran Roberts","orcid":"https://orcid.org/0000-0003-1029-8851"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ciaran Roberts","raw_affiliation_strings":["Lawrence Berkeley National Laboratory"],"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Laboratory","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091167212","display_name":"Emma Stewart","orcid":"https://orcid.org/0000-0003-3537-024X"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emma M. Stewart","raw_affiliation_strings":["Lawrence Berkeley National Laboratory"],"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Laboratory","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055696539","display_name":"Federico Milano","orcid":"https://orcid.org/0000-0002-0049-9185"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Federico Milano","raw_affiliation_strings":["University College Dublin"],"affiliations":[{"raw_affiliation_string":"University College Dublin","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050417081"],"corresponding_institution_ids":["https://openalex.org/I148283060"],"apc_list":null,"apc_paid":null,"fwci":0.5577,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.71529109,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12146","display_name":"Power Line Communications and Noise","score":0.9811999797821045,"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/T12146","display_name":"Power Line Communications and Noise","score":0.9811999797821045,"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":0.9692000150680542,"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/T10067","display_name":"Stochastic processes and financial applications","score":0.9638000130653381,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ornstein\u2013uhlenbeck-process","display_name":"Ornstein\u2013Uhlenbeck process","score":0.7512511014938354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6382766366004944},{"id":"https://openalex.org/keywords/volatility","display_name":"Volatility (finance)","score":0.5866819620132446},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.5224317908287048},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47915714979171753},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.43875256180763245},{"id":"https://openalex.org/keywords/stochastic-modelling","display_name":"Stochastic modelling","score":0.42681917548179626},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.2631422281265259},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18308201432228088},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12960708141326904}],"concepts":[{"id":"https://openalex.org/C31634936","wikidata":"https://www.wikidata.org/wiki/Q1757587","display_name":"Ornstein\u2013Uhlenbeck process","level":3,"score":0.7512511014938354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6382766366004944},{"id":"https://openalex.org/C91602232","wikidata":"https://www.wikidata.org/wiki/Q756115","display_name":"Volatility (finance)","level":2,"score":0.5866819620132446},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.5224317908287048},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47915714979171753},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.43875256180763245},{"id":"https://openalex.org/C127491075","wikidata":"https://www.wikidata.org/wiki/Q7617825","display_name":"Stochastic modelling","level":2,"score":0.42681917548179626},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.2631422281265259},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18308201432228088},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12960708141326904},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/pscc.2016.7540898","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pscc.2016.7540898","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Power Systems Computation Conference (PSCC)","raw_type":"proceedings-article"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt27g1539j","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/27g1539j","pdf_url":"https://escholarship.org/content/qt27g1539j/qt27g1539j.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:escholarship.org/ark:/13030/qt27g1539j","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/27g1539j","pdf_url":"https://escholarship.org/content/qt27g1539j/qt27g1539j.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332815","display_name":"Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320338292","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2516541804.pdf","grobid_xml":"https://content.openalex.org/works/W2516541804.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W97000410","https://openalex.org/W1499969990","https://openalex.org/W1978566902","https://openalex.org/W1981935966","https://openalex.org/W1988615517","https://openalex.org/W1995458791","https://openalex.org/W1995884340","https://openalex.org/W2019933627","https://openalex.org/W2027036679","https://openalex.org/W2030374597","https://openalex.org/W2065017532","https://openalex.org/W2091413995","https://openalex.org/W2103187549","https://openalex.org/W2120721560","https://openalex.org/W2125597928","https://openalex.org/W2137312429","https://openalex.org/W2145137020","https://openalex.org/W2148438951","https://openalex.org/W3103338616","https://openalex.org/W3122855307","https://openalex.org/W4238187298"],"related_works":["https://openalex.org/W4205411904","https://openalex.org/W3090783472","https://openalex.org/W4391959027","https://openalex.org/W1995427843","https://openalex.org/W2042280983","https://openalex.org/W2321888438","https://openalex.org/W2888652631","https://openalex.org/W2369445029","https://openalex.org/W2026456043","https://openalex.org/W4320063126"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"the":[3,6,18,26,30,36,40,51,57,60,85,89],"suitability":[4,58],"of":[5,39,50,59,65],"Ornstein-Uhlenbeck":[7],"process,":[8],"driven":[9],"by":[10,71],"various":[11],"L\u00e9vy":[12],"processes,":[13],"for":[14,28],"load":[15],"modeling":[16],"at":[17],"distribution":[19],"network":[20],"level.":[21],"An":[22],"indepth":[23],"description":[24],"outlining":[25],"procedure":[27],"estimating":[29],"required":[31],"parameters":[32],"is":[33,46,69],"given.":[34],"Both":[35],"statistical":[37],"properties":[38],"simulated":[41],"processes":[42],"and":[43],"its":[44],"auto-correlation":[45],"compared":[47],"to":[48,55,83,87,97],"that":[49],"field":[52],"measured":[53],"data":[54,78],"demonstrate":[56,84],"proposed":[61],"methodology.":[62],"The":[63,77],"development":[64],"such":[66],"stochastic":[67],"models":[68],"facilitated":[70],"measures":[72],"obtained":[73],"from":[74,79],"micro-synchrophasors":[75],"(\u03bcPMU's).":[76],"these":[80],"devices":[81],"serves":[82],"need":[86],"model":[88,95,98],"volatility":[90],"along":[91],"with":[92],"validating":[93],"a":[94],"attempting":[96],"said":[99],"volatility.":[100]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
