{"id":"https://openalex.org/W2963904875","doi":"https://doi.org/10.1109/isgteurope.2018.8571758","title":"Optimization of computational budget for power system risk assessment","display_name":"Optimization of computational budget for power system risk assessment","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2963904875","doi":"https://doi.org/10.1109/isgteurope.2018.8571758","mag":"2963904875"},"language":"en","primary_location":{"id":"doi:10.1109/isgteurope.2018.8571758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2018.8571758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","raw_type":"proceedings-article"},"type":"preprint","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/A5030058408","display_name":"Benjamin Donnot","orcid":"https://orcid.org/0000-0002-1750-9001"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Benjamin Donnot","raw_affiliation_strings":["UPSud and Inria TAU, Universit\u00e9 Paris-Saclay, France","R\u00e9seau de Transport d'Electricit\u00e9 [Paris]","Laboratoire de Recherche en Informatique","TAckling the Underspecified"],"affiliations":[{"raw_affiliation_string":"UPSud and Inria TAU, Universit\u00e9 Paris-Saclay, France","institution_ids":["https://openalex.org/I277688954"]},{"raw_affiliation_string":"R\u00e9seau de Transport d'Electricit\u00e9 [Paris]","institution_ids":[]},{"raw_affiliation_string":"Laboratoire de Recherche en Informatique","institution_ids":["https://openalex.org/I4210144804"]},{"raw_affiliation_string":"TAckling the Underspecified","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006360335","display_name":"Isabelle Guyon","orcid":"https://orcid.org/0000-0002-9266-1783"},"institutions":[{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Isabelle Guyon","raw_affiliation_strings":["UPSud and Inria TAU, Universit\u00e9 Paris-Saclay, France","TAckling the Underspecified","Laboratoire de Recherche en Informatique","Universit\u00e9 Paris-Sud - Paris 11"],"affiliations":[{"raw_affiliation_string":"UPSud and Inria TAU, Universit\u00e9 Paris-Saclay, France","institution_ids":["https://openalex.org/I277688954"]},{"raw_affiliation_string":"TAckling the Underspecified","institution_ids":[]},{"raw_affiliation_string":"Laboratoire de Recherche en Informatique","institution_ids":["https://openalex.org/I4210144804"]},{"raw_affiliation_string":"Universit\u00e9 Paris-Sud - Paris 11","institution_ids":["https://openalex.org/I102197404","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109393340","display_name":"Antoine Marot","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antoine Marot","raw_affiliation_strings":["ChaLearn, Berkeley, California","R\u00e9seau de Transport d'Electricit\u00e9 [Paris]"],"affiliations":[{"raw_affiliation_string":"ChaLearn, Berkeley, California","institution_ids":[]},{"raw_affiliation_string":"R\u00e9seau de Transport d'Electricit\u00e9 [Paris]","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081938847","display_name":"Marc Schoenauer","orcid":"https://orcid.org/0000-0003-1450-6830"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marc Schoenauer","raw_affiliation_strings":["UPSud and Inria TAU, Universit\u00e9 Paris-Saclay, France","Laboratoire de Recherche en Informatique","TAckling the Underspecified"],"affiliations":[{"raw_affiliation_string":"UPSud and Inria TAU, Universit\u00e9 Paris-Saclay, France","institution_ids":["https://openalex.org/I277688954"]},{"raw_affiliation_string":"Laboratoire de Recherche en Informatique","institution_ids":["https://openalex.org/I4210144804"]},{"raw_affiliation_string":"TAckling the Underspecified","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015404444","display_name":"Patrick Panciatici","orcid":"https://orcid.org/0009-0000-8936-094X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Patrick Panciatici","raw_affiliation_strings":["RTE France","R\u00e9seau de Transport d'Electricit\u00e9 [Paris]"],"affiliations":[{"raw_affiliation_string":"RTE France","institution_ids":[]},{"raw_affiliation_string":"R\u00e9seau de Transport d'Electricit\u00e9 [Paris]","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5030058408"],"corresponding_institution_ids":["https://openalex.org/I277688954","https://openalex.org/I4210144804"],"apc_list":null,"apc_paid":null,"fwci":1.62160092,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.82895771,"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":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11941","display_name":"Power System Reliability and Maintenance","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11941","display_name":"Power System Reliability and Maintenance","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9995999932289124,"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":0.9987999796867371,"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/computer-science","display_name":"Computer science","score":0.7592309713363647},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7104364633560181},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6640911102294922},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6354798078536987},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.511945366859436},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5023128986358643},{"id":"https://openalex.org/keywords/disconnection","display_name":"Disconnection","score":0.45756134390830994},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4497256278991699},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40565335750579834},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.38052108883857727},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3318827152252197},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14860984683036804}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7592309713363647},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7104364633560181},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6640911102294922},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6354798078536987},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.511945366859436},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5023128986358643},{"id":"https://openalex.org/C2780371621","wikidata":"https://www.wikidata.org/wiki/Q3709910","display_name":"Disconnection","level":2,"score":0.45756134390830994},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4497256278991699},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40565335750579834},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.38052108883857727},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3318827152252197},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14860984683036804},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgteurope.2018.8571758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2018.8571758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1513238352","https://openalex.org/W1909467347","https://openalex.org/W1932198206","https://openalex.org/W1976826271","https://openalex.org/W2035579008","https://openalex.org/W2059871589","https://openalex.org/W2106424475","https://openalex.org/W2511514195","https://openalex.org/W2540179339","https://openalex.org/W2595578839","https://openalex.org/W2760201183","https://openalex.org/W2951220338","https://openalex.org/W2962979966","https://openalex.org/W2963850740","https://openalex.org/W6640300313","https://openalex.org/W6745193554","https://openalex.org/W6748348304"],"related_works":["https://openalex.org/W4390535186","https://openalex.org/W3195581173","https://openalex.org/W3112001480","https://openalex.org/W4389344654","https://openalex.org/W4256700511","https://openalex.org/W2160130371","https://openalex.org/W4213090228","https://openalex.org/W2109127988","https://openalex.org/W4391432210","https://openalex.org/W2345517883"],"abstract_inverted_index":{"We":[0],"address":[1],"the":[2,70,98,118,121],"problem":[3,108],"of":[4,19,60,101,120],"maintaining":[5],"high":[6,56],"voltage":[7],"power":[8],"transmission":[9],"networks":[10,95],"in":[11,58],"security":[12,49],"at":[13],"all":[14],"time,":[15],"namely":[16],"anticipating":[17],"exceeding":[18],"thermal":[20],"limit":[21],"for":[22,45],"eventual":[23],"single":[24],"line":[25],"disconnection":[26],"(whatever":[27],"its":[28],"cause":[29],"may":[30],"be)":[31],"by":[32],"running":[33],"slow,":[34],"but":[35],"accurate,":[36],"physical":[37,88],"grid":[38,103],"simulators.":[39],"New":[40],"conceptual":[41],"frameworks":[42],"are":[43],"calling":[44],"a":[46,65,102],"probabilistic":[47],"risk-based":[48],"criterion.":[50],"However,":[51],"these":[52],"approaches":[53],"suffer":[54],"from":[55],"requirements":[57],"terms":[59],"tractability.":[61],"Here,":[62],"we":[63,92],"propose":[64],"new":[66],"method":[67,73],"to":[68,96,116],"assess":[69],"risk.":[71],"This":[72],"uses":[74],"both":[75],"machine":[76],"learning":[77],"techniques":[78],"(artificial":[79],"neural":[80,94],"networks)":[81],"and":[82],"more":[83],"standard":[84],"simulators":[85],"based":[86],"on":[87],"laws.":[89],"More":[90],"specifically":[91],"train":[93],"estimate":[97],"overall":[99],"dangerousness":[100],"state.":[104],"A":[105],"classical":[106],"benchmark":[107],"(manpower":[109],"118":[110],"buses":[111],"test":[112],"case)":[113],"is":[114],"used":[115],"show":[117],"strengths":[119],"proposed":[122],"method.":[123]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
