{"id":"https://openalex.org/W2902843472","doi":"https://doi.org/10.1109/ias.2018.8544713","title":"Probabilistic Load Margin Analysis Considering Stochastic Wind Power Fluctuations","display_name":"Probabilistic Load Margin Analysis Considering Stochastic Wind Power Fluctuations","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2902843472","doi":"https://doi.org/10.1109/ias.2018.8544713","mag":"2902843472"},"language":"en","primary_location":{"id":"doi:10.1109/ias.2018.8544713","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ias.2018.8544713","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Industry Applications Society Annual Meeting (IAS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100776622","display_name":"Jian\u2010Hong Liu","orcid":"https://orcid.org/0000-0002-2526-4980"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jian-Hong Liu","raw_affiliation_strings":["Department of Electrical Engineering, Yuan Ze University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Yuan Ze University, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038592584","display_name":"Chia\u2010Chi Chu","orcid":"https://orcid.org/0000-0001-6403-6078"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Chi Chu","raw_affiliation_strings":["Department of Electrical Engineering, National Tsing Hua University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Tsing Hua University, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18668596,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10454","display_name":"Optimal Power Flow Distribution","score":0.9988999962806702,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9988999962806702,"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":0.9987000226974487,"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/T10305","display_name":"Power System Optimization and Stability","score":0.9984999895095825,"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/margin","display_name":"Margin (machine learning)","score":0.7740517854690552},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6992534399032593},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.687138557434082},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5723119974136353},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.5117976069450378},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5061103701591492},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4857400059700012},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.48253151774406433},{"id":"https://openalex.org/keywords/ac-power","display_name":"AC power","score":0.479314923286438},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.4245860278606415},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4229552149772644},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4124453365802765},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3871530294418335},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2363024353981018},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19854390621185303},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19735956192016602},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.18118777871131897},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.0864500105381012}],"concepts":[{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.7740517854690552},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6992534399032593},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.687138557434082},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5723119974136353},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5117976069450378},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5061103701591492},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4857400059700012},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.48253151774406433},{"id":"https://openalex.org/C108755667","wikidata":"https://www.wikidata.org/wiki/Q1930258","display_name":"AC power","level":3,"score":0.479314923286438},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.4245860278606415},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4229552149772644},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4124453365802765},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3871530294418335},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2363024353981018},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19854390621185303},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19735956192016602},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.18118777871131897},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0864500105381012},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/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/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ias.2018.8544713","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ias.2018.8544713","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Industry Applications Society Annual Meeting (IAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1966992566","https://openalex.org/W2002811134","https://openalex.org/W2005164796","https://openalex.org/W2006672684","https://openalex.org/W2012922724","https://openalex.org/W2019651709","https://openalex.org/W2023889391","https://openalex.org/W2024764316","https://openalex.org/W2037327465","https://openalex.org/W2038768571","https://openalex.org/W2065724733","https://openalex.org/W2107165266","https://openalex.org/W2107616769","https://openalex.org/W2115736354","https://openalex.org/W2126082093","https://openalex.org/W2129931497","https://openalex.org/W2136428962","https://openalex.org/W2149266151","https://openalex.org/W2157410673","https://openalex.org/W2169461337","https://openalex.org/W6642036691","https://openalex.org/W6653913249","https://openalex.org/W6656498723"],"related_works":["https://openalex.org/W3125011624","https://openalex.org/W1508631387","https://openalex.org/W2370917603","https://openalex.org/W2952760143","https://openalex.org/W2017776670","https://openalex.org/W2347897961","https://openalex.org/W2340870721","https://openalex.org/W4380482219","https://openalex.org/W4377969695","https://openalex.org/W4312678308"],"abstract_inverted_index":{"In":[0,57],"this":[1],"paper,":[2],"probabilistic":[3,103],"load":[4,55,95,104,113,120],"margin":[5,96,105,114,121],"analysis":[6,106],"has":[7],"been":[8],"investigated":[9],"under":[10],"stochastic":[11],"wind":[12,28],"power":[13,24,29,35],"fluctuations.":[14],"First,":[15],"a":[16,34,46,61],"distributed":[17,94,119],"bi-directional":[18],"sweep":[19,89],"method":[20,49,70,82,90],"is":[21,50,64],"examined":[22],"for":[23],"flow":[25],"computations":[26],"when":[27],"generators":[30,42],"are":[31,43],"connected":[32],"to":[33,52,66,73,86],"grid.":[36],"Both":[37],"fixed-speed":[38],"and":[39,123],"doubly-fed":[40],"induction":[41],"considered.":[44],"Secondly,":[45],"novel":[47,80],"direct":[48,81],"proposed":[51,59,79,139],"estimate":[53],"the":[54,58,78,87,93,102,112,118,135,138],"margin.":[56],"approach,":[60],"bordered":[62],"system":[63],"applied":[65],"investigate":[67],"an":[68],"iterative":[69],"in":[71],"order":[72],"reduce":[74],"computational":[75],"complexities.":[76],"Moreover,":[77],"can":[83,98,107],"be":[84,99,108],"integrated":[85],"bidirectional":[88],"such":[91],"that":[92],"prediction":[97],"achieved.":[100],"Finally,":[101],"performed":[109],"by":[110],"integrating":[111],"sensitivity,":[115],"based":[116],"on":[117,129],"estimation,":[122],"Gram-Charlier":[124],"expansion":[125],"method.":[126,140],"Numerical":[127],"demonstrations":[128],"several":[130],"IEEE":[131],"systems":[132],"have":[133],"demonstrated":[134],"effectiveness":[136],"of":[137]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
