{"id":"https://openalex.org/W2744916521","doi":"https://doi.org/10.1109/isgteurope.2017.8260218","title":"Estimation of frequency support market indices using Monte Carlo simulation for wind power generation","display_name":"Estimation of frequency support market indices using Monte Carlo simulation for wind power generation","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2744916521","doi":"https://doi.org/10.1109/isgteurope.2017.8260218","mag":"2744916521"},"language":"en","primary_location":{"id":"doi:10.1109/isgteurope.2017.8260218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2017.8260218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","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/A5072702278","display_name":"A.B. Attya","orcid":"https://orcid.org/0000-0001-9869-0852"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ayman Attya","raw_affiliation_strings":["Department of Electronic and Electrical, University of Strathclyde, Glasgow, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical, University of Strathclyde, Glasgow, UK","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044502946","display_name":"Jos\u00e9 Lu\u00eds Dom\u00ednguez\u2010Garc\u00eda","orcid":"https://orcid.org/0000-0002-0483-995X"},"institutions":[{"id":"https://openalex.org/I4210128520","display_name":"Institut de Recerca en Energia de Catalunya","ror":"https://ror.org/03b6f4629","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210128520","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Luis Dominguez-Garcia","raw_affiliation_strings":["Power Systems Group, Institut de Recerca en Energia de Catalunya (IREC), Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Power Systems Group, Institut de Recerca en Energia de Catalunya (IREC), Barcelona, Spain","institution_ids":["https://openalex.org/I4210128520"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030613206","display_name":"Olimpo Anaya\u2010Lara","orcid":"https://orcid.org/0000-0001-5250-5877"},"institutions":[{"id":"https://openalex.org/I4210128520","display_name":"Institut de Recerca en Energia de Catalunya","ror":"https://ror.org/03b6f4629","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210128520","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Olimpo Anaya-Lara","raw_affiliation_strings":["Power Systems Group, Institut de Recerca en Energia de Catalunya (IREC), Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Power Systems Group, Institut de Recerca en Energia de Catalunya (IREC), Barcelona, Spain","institution_ids":["https://openalex.org/I4210128520"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.5237,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.97196535,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10680","display_name":"Wind Energy Research and Development","score":0.9980000257492065,"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":0.9980000257492065,"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":0.9965999722480774,"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/T10424","display_name":"Electric Power System Optimization","score":0.9829999804496765,"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":0.76332026720047},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.7621897459030151},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.6922028660774231},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6006852984428406},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5119565725326538},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.507276713848114},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.492964506149292},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.4886801540851593},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.42137253284454346},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.39738333225250244},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.39415040612220764},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.36797112226486206},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.33815693855285645},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26402077078819275},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1265813112258911},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.12299293279647827},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09954524040222168},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09053155779838562},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08730706572532654}],"concepts":[{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.76332026720047},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.7621897459030151},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6922028660774231},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6006852984428406},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5119565725326538},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.507276713848114},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.492964506149292},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.4886801540851593},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.42137253284454346},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.39738333225250244},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.39415040612220764},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.36797112226486206},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.33815693855285645},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26402077078819275},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1265813112258911},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.12299293279647827},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09954524040222168},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09053155779838562},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08730706572532654},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"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/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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isgteurope.2017.8260218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2017.8260218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","raw_type":"proceedings-article"},{"id":"pmh:oai:strathprints.strath.ac.uk:61482","is_oa":false,"landing_page_url":"https://strathprints.strath.ac.uk/view/author/993718.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4306402226","display_name":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I181647926","host_organization_name":"University of Strathclyde","host_organization_lineage":["https://openalex.org/I181647926"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"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":9,"referenced_works":["https://openalex.org/W2018967766","https://openalex.org/W2039394613","https://openalex.org/W2096176467","https://openalex.org/W2125656363","https://openalex.org/W2164231341","https://openalex.org/W2205516542","https://openalex.org/W2626201656","https://openalex.org/W4214949038","https://openalex.org/W6739466524"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W915438175","https://openalex.org/W2357111844"],"abstract_inverted_index":{"The":[0],"foreseen":[1],"high":[2],"penetration":[3],"levels":[4],"of":[5,23,31,34,47,63,84,108,115,127,151],"renewable":[6,48],"energy":[7,131],"sources":[8],"into":[9,166],"modern":[10],"power":[11,17,49,78,129],"system":[12],"will":[13,73],"force":[14],"these":[15],"green":[16],"plants":[18],"to":[19,40,58,67,76,121,133,171],"provide":[20],"full":[21],"range":[22],"ancillary":[24],"services.":[25],"Consequently,":[26],"the":[27,32,42,60,68,90,113,123,141,145,152,157,167],"schemes":[28],"and":[29,44,125,130],"mechanisms":[30],"markets":[33],"such":[35],"services":[36],"should":[37],"be":[38,74],"adapted":[39],"accommodate":[41],"intermittent":[43],"uncertain":[45],"nature":[46],"generation.":[50],"This":[51,102],"paper":[52],"develops":[53],"a":[54],"novel":[55],"probabilistic":[56],"method":[57],"evaluate":[59],"key":[61],"indices":[62],"frequency":[64,85,176],"support":[65,86,147],"according":[66],"present":[69],"market":[70],"practices.":[71],"Focus":[72],"brought":[75],"wind":[77,109,136],"generation,":[79],"where":[80,161],"three":[81],"different":[82,106],"concepts":[83],"are":[87,119,164],"compared":[88],"through":[89],"proposed":[91],"estimation":[92],"algorithm,":[93],"which":[94,118],"is":[95,156],"based":[96],"on":[97],"Monte":[98],"Carlo":[99],"Simulation":[100],"(MCS).":[101],"study":[103],"also":[104,139],"considers":[105],"ranges":[107],"speed.":[110],"Results":[111],"reflect":[112],"disability":[114],"current":[116],"factors,":[117],"used":[120],"calculate":[122],"incentives":[124],"rates":[126],"provided":[128],"support,":[132],"deal":[134],"with":[135],"power.":[137],"It":[138],"reveals":[140],"average":[142],"deviations":[143],"between":[144],"applied":[146,158],"methods":[148],"from":[149],"viewpoint":[150],"estimated":[153],"indices.":[154],"Matlab/Simulink":[155],"simulation":[159],"environment,":[160],"supplementary":[162],"controllers":[163],"integrated":[165],"NREL":[168],"5MW":[169],"benchmark":[170],"enable":[172],"its":[173],"provision":[174],"for":[175],"support.":[177]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
