{"id":"https://openalex.org/W2783679183","doi":"https://doi.org/10.1109/isgteurope.2017.8260297","title":"Probabilistic storage modeling and suboptimal sizing of renewable energy microgrids","display_name":"Probabilistic storage modeling and suboptimal sizing of renewable energy microgrids","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2783679183","doi":"https://doi.org/10.1109/isgteurope.2017.8260297","mag":"2783679183"},"language":"en","primary_location":{"id":"doi:10.1109/isgteurope.2017.8260297","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2017.8260297","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":"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/A5044985301","display_name":"Imane Biyya","orcid":"https://orcid.org/0000-0002-9876-8047"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Imane Biyya","raw_affiliation_strings":["Department of Electrical Engineering, Mohammed V University in Rabat, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Mohammed V University in Rabat, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002817962","display_name":"Ghassane Aniba","orcid":"https://orcid.org/0000-0003-3364-987X"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Ghassane Aniba","raw_affiliation_strings":["Department of Electrical Engineering, Mohammed V University in Rabat, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Mohammed V University in Rabat, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068317251","display_name":"Mohamed Ma\u00e2roufi","orcid":"https://orcid.org/0000-0002-0276-7235"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Maaroufi","raw_affiliation_strings":["Department of Electrical Engineering, Mohammed V University in Rabat, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Mohammed V University in Rabat, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I126477371"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.28531206,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T10223","display_name":"Microgrid Control and Optimization","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10223","display_name":"Microgrid Control and Optimization","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10603","display_name":"Smart Grid Energy Management","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"}},{"id":"https://openalex.org/T10454","display_name":"Optimal Power Flow Distribution","score":0.9941999912261963,"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/sizing","display_name":"Sizing","score":0.8464155197143555},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.7853491306304932},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7095848321914673},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.6899471879005432},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6352270841598511},{"id":"https://openalex.org/keywords/toolbox","display_name":"Toolbox","score":0.5485618114471436},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5389772653579712},{"id":"https://openalex.org/keywords/computer-data-storage","display_name":"Computer data storage","score":0.4679962992668152},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"Distributed generation","score":0.4564213752746582},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.4470774233341217},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.4443697929382324},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.344505250453949},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.32969409227371216},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23221352696418762},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.13436764478683472},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10582050681114197},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07318449020385742}],"concepts":[{"id":"https://openalex.org/C2777767291","wikidata":"https://www.wikidata.org/wiki/Q1080291","display_name":"Sizing","level":2,"score":0.8464155197143555},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.7853491306304932},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7095848321914673},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.6899471879005432},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6352270841598511},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.5485618114471436},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5389772653579712},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.4679962992668152},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.4564213752746582},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.4470774233341217},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.4443697929382324},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.344505250453949},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.32969409227371216},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23221352696418762},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.13436764478683472},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10582050681114197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07318449020385742},{"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgteurope.2017.8260297","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2017.8260297","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W39635996","https://openalex.org/W2074952463","https://openalex.org/W2080392394","https://openalex.org/W2082079437","https://openalex.org/W2089758604","https://openalex.org/W2104318460","https://openalex.org/W2107835500","https://openalex.org/W2162142257","https://openalex.org/W2168492352","https://openalex.org/W2218679167","https://openalex.org/W2264863617","https://openalex.org/W2288895608","https://openalex.org/W2424038230","https://openalex.org/W2551445383","https://openalex.org/W2561900632","https://openalex.org/W3099654264","https://openalex.org/W6683955232"],"related_works":["https://openalex.org/W2068663075","https://openalex.org/W2375311683","https://openalex.org/W2797837731","https://openalex.org/W2366062860","https://openalex.org/W2373777250","https://openalex.org/W2978678743","https://openalex.org/W2103508377","https://openalex.org/W2347801455","https://openalex.org/W2373425142","https://openalex.org/W3166528104"],"abstract_inverted_index":{"This":[0],"paper":[1,80],"proposes":[2,103],"a":[3,9,86,104],"novel":[4,87],"probabilistic":[5,70],"storage":[6,44,63,91,132],"modeling":[7,88],"and":[8,21,57,97,100,127,129,144],"suboptimal":[10,105],"sizing":[11,106],"of":[12,18,43,78,89,111,118,152],"renewable":[13,19,36,52],"energy":[14,37,53,90],"Micro-grids.":[15],"The":[16],"emergence":[17],"energies":[20],"distributed":[22],"systems":[23,92],"has":[24],"been":[25],"worldwide":[26],"hastened.":[27],"Yet,":[28],"several":[29],"challenges":[30],"face":[31],"this":[32,79],"metamorphosis,":[33],"above":[34],"all,":[35],"uncertainties":[38],"which":[39],"require":[40],"the":[41,47,51,62,76,95,109,114,122,125,130,148],"integration":[42],"systems.":[45],"When":[46],"system":[48],"is":[49,60,81],"undersized,":[50],"would":[54,64],"be":[55,65],"dumped,":[56],"when":[58],"it":[59,84,102],"oversized,":[61],"ineffective.":[66],"Optimal":[67],"configurations":[68],"with":[69,141],"constraints":[71],"are":[72],"then":[73],"primordial.":[74],"Therefore,":[75],"contribution":[77],"twofold:":[82],"First,":[83],"formulates":[85],"by":[93,107],"introducing":[94],"idleness":[96],"counterbalance":[98],"probabilities;":[99],"second,":[101],"maximizing":[108],"goodness":[110],"fit":[112],"between":[113,124],"probability":[115],"density":[116],"functions":[117],"residual":[119],"power,":[120],"or":[121],"difference":[123],"generation":[126],"consumption,":[128],"matching":[131],"output":[133],"power.":[134],"Simulations":[135],"were":[136],"operated":[137],"on":[138],"two":[139],"Microgrids":[140],"distinct":[142],"parameters,":[143],"optimization":[145],"computing":[146],"used":[147],"Genetic":[149],"Algorithm":[150],"toolbox":[151],"Matlab.":[153]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
