{"id":"https://openalex.org/W2990397544","doi":"https://doi.org/10.1109/pimrc.2019.8904221","title":"Power Loss Minimization in Microgrids Using Bayesian Reinforcement Learning with Coalition Formation","display_name":"Power Loss Minimization in Microgrids Using Bayesian Reinforcement Learning with Coalition Formation","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2990397544","doi":"https://doi.org/10.1109/pimrc.2019.8904221","mag":"2990397544"},"language":"en","primary_location":{"id":"doi:10.1109/pimrc.2019.8904221","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc.2019.8904221","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","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/A5100658845","display_name":"Mohammad Amin Sadeghi","orcid":"https://orcid.org/0000-0002-6756-9117"},"institutions":[{"id":"https://openalex.org/I9374425","display_name":"Ottawa University","ror":"https://ror.org/04jscf286","country_code":"US","type":"education","lineage":["https://openalex.org/I9374425"]},{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA","US"],"is_corresponding":true,"raw_author_name":"Mohammad Sadeghi","raw_affiliation_strings":["University of Ottawa,School of Electrical Engineering and Computer Science,Ottawa,ON","School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON"],"affiliations":[{"raw_affiliation_string":"University of Ottawa,School of Electrical Engineering and Computer Science,Ottawa,ON","institution_ids":["https://openalex.org/I9374425","https://openalex.org/I153718931"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089891162","display_name":"Melike Erol\u2010Kantarci","orcid":"https://orcid.org/0000-0001-6787-8457"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]},{"id":"https://openalex.org/I9374425","display_name":"Ottawa University","ror":"https://ror.org/04jscf286","country_code":"US","type":"education","lineage":["https://openalex.org/I9374425"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Melike Erol-Kantarci","raw_affiliation_strings":["University of Ottawa,School of Electrical Engineering and Computer Science,Ottawa,ON","School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON"],"affiliations":[{"raw_affiliation_string":"University of Ottawa,School of Electrical Engineering and Computer Science,Ottawa,ON","institution_ids":["https://openalex.org/I9374425","https://openalex.org/I153718931"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100658845"],"corresponding_institution_ids":["https://openalex.org/I153718931","https://openalex.org/I9374425"],"apc_list":null,"apc_paid":null,"fwci":0.9538,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.76655135,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.9994999766349792,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9943000078201294,"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/microgrid","display_name":"Microgrid","score":0.93514084815979},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7845361232757568},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6641451716423035},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5018136501312256},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4901643693447113},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.46866071224212646},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4553629755973816},{"id":"https://openalex.org/keywords/sizing","display_name":"Sizing","score":0.42930272221565247},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.41609904170036316},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19578278064727783},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.08509933948516846},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08450165390968323}],"concepts":[{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.93514084815979},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7845361232757568},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6641451716423035},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5018136501312256},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4901643693447113},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.46866071224212646},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4553629755973816},{"id":"https://openalex.org/C2777767291","wikidata":"https://www.wikidata.org/wiki/Q1080291","display_name":"Sizing","level":2,"score":0.42930272221565247},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.41609904170036316},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19578278064727783},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.08509933948516846},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08450165390968323},{"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/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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/pimrc.2019.8904221","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc.2019.8904221","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1588620786","https://openalex.org/W1981319324","https://openalex.org/W2008668719","https://openalex.org/W2048009800","https://openalex.org/W2055626315","https://openalex.org/W2062504670","https://openalex.org/W2090939903","https://openalex.org/W2092710777","https://openalex.org/W2124352385","https://openalex.org/W2142398399","https://openalex.org/W2280325016","https://openalex.org/W2490752264","https://openalex.org/W2562947506","https://openalex.org/W2591184940","https://openalex.org/W2754074965","https://openalex.org/W2786857375","https://openalex.org/W2951817681","https://openalex.org/W3145506661","https://openalex.org/W4206070770","https://openalex.org/W6635160217","https://openalex.org/W6673119329"],"related_works":["https://openalex.org/W1574359403","https://openalex.org/W2057975886","https://openalex.org/W4308700935","https://openalex.org/W4210780382","https://openalex.org/W2356033827","https://openalex.org/W2391138633","https://openalex.org/W2907234787","https://openalex.org/W4285503559","https://openalex.org/W4206134051","https://openalex.org/W4383747562"],"abstract_inverted_index":{"Energy":[0],"trading":[1,68],"among":[2],"microgrids":[3,78,116],"has":[4,40,147],"been":[5],"emerging":[6],"as":[7,17,54,56,140,142],"a":[8,58,90,105,128,144],"promising":[9],"solution":[10],"to":[11,28,81,100,117,162],"implement":[12],"community":[13],"microgrids,":[14],"also":[15,176],"known":[16],"energy":[18,32,67,84],"sharing":[19],"communities.":[20],"The":[21,46],"key":[22],"idea":[23],"behind":[24],"these":[25,49],"communities":[26],"is":[27,173],"share":[29],"the":[30,70,86,115,119,170,188],"surplus":[31],"in":[33,158],"one":[34],"microgrid":[35,38,92],"with":[36,127,143],"another":[37],"that":[39,146,153],"higher":[41,96],"demand":[42],"than":[43,155,169],"its":[44],"generation.":[45],"objective":[47],"of":[48,72,187],"transactions":[50],"can":[51,180],"be":[52,181],"monetary":[53],"well":[55,141],"optimizing":[57],"system":[59],"parameter.":[60],"In":[61],"this":[62,125],"paper,":[63],"we":[64],"focus":[65],"on":[66],"for":[69],"purpose":[71],"power":[73,121,159,167,178],"loss":[74,160,168,179],"minimization.":[75],"We":[76,103,123,175],"assume":[77],"form":[79],"coalitions":[80,164],"avoid":[82],"exporting":[83],"from":[85],"utility":[87],"grid":[88],"or":[89],"distant":[91],"which":[93,113],"might":[94],"cause":[95],"line":[97],"losses":[98],"due":[99],"increased":[101],"distance.":[102],"propose":[104],"novel":[106],"Bayesian":[107],"Reinforcement":[108],"Learning":[109],"(BRL)":[110],"based":[111,134],"algorithm,":[112],"allows":[114],"reduce":[118],"overall":[120],"loss.":[122],"compare":[124],"scheme":[126],"coalitional":[129],"game":[130],"theory-based":[131],"approach,":[132,135,139],"Q-learning":[133],"random":[136],"coalition":[137],"formation":[138],"case":[145],"no":[148,163],"coalitions.":[149],"Our":[150],"results":[151],"show":[152,177],"more":[154],"50%":[156],"reduction":[157],"compared":[161],"and":[165],"less":[166],"other":[171],"approaches":[172],"achieved.":[174],"further":[182],"reduced":[183],"by":[184],"proper":[185],"sizing":[186],"storage":[189],"unit.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
