{"id":"https://openalex.org/W1949851490","doi":"https://doi.org/10.1109/sustainit.2015.7101360","title":"Collaborative, parallel Monte Carlo Tree Search for autonomous electricity demand management","display_name":"Collaborative, parallel Monte Carlo Tree Search for autonomous electricity demand management","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1949851490","doi":"https://doi.org/10.1109/sustainit.2015.7101360","mag":"1949851490"},"language":"en","primary_location":{"id":"doi:10.1109/sustainit.2015.7101360","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sustainit.2015.7101360","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 Sustainable Internet and ICT for Sustainability (SustainIT)","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/A5088174565","display_name":"Fatemeh Golpayegani","orcid":"https://orcid.org/0000-0002-3712-6550"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Fatemeh Golpayegani","raw_affiliation_strings":["Trinity College Dublin, School of Computer Science and Statistics, Dublin, Ireland","Trinity college Dublin, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Trinity College Dublin, School of Computer Science and Statistics, Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]},{"raw_affiliation_string":"Trinity college Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059738292","display_name":"Ivana Duspari\u0107","orcid":"https://orcid.org/0000-0003-0621-5400"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Ivana Dusparic","raw_affiliation_strings":["Trinity College Dublin, School of Computer Science and Statistics, Dublin, Ireland","Trinity college Dublin, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Trinity College Dublin, School of Computer Science and Statistics, Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]},{"raw_affiliation_string":"Trinity college Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047083691","display_name":"Siobh\u00e1n Clarke","orcid":"https://orcid.org/0000-0001-5721-9976"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Siobhan Clarke","raw_affiliation_strings":["Trinity College Dublin, School of Computer Science and Statistics, Dublin, Ireland","Trinity college Dublin, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Trinity College Dublin, School of Computer Science and Statistics, Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]},{"raw_affiliation_string":"Trinity college Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088174565"],"corresponding_institution_ids":["https://openalex.org/I205274468"],"apc_list":null,"apc_paid":null,"fwci":0.9864,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.78754696,"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":"8"},"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/T10424","display_name":"Electric Power System Optimization","score":0.9884999990463257,"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":0.9871000051498413,"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":0.8232089281082153},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.754317045211792},{"id":"https://openalex.org/keywords/monte-carlo-tree-search","display_name":"Monte Carlo tree search","score":0.5569776296615601},{"id":"https://openalex.org/keywords/thread","display_name":"Thread (computing)","score":0.5397613048553467},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.5269556641578674},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5171096324920654},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.4867091476917267},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4797440767288208},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.43331676721572876},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4201018512248993},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.171331524848938},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11437198519706726}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8232089281082153},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.754317045211792},{"id":"https://openalex.org/C46149586","wikidata":"https://www.wikidata.org/wiki/Q11785332","display_name":"Monte Carlo tree search","level":3,"score":0.5569776296615601},{"id":"https://openalex.org/C138101251","wikidata":"https://www.wikidata.org/wiki/Q213092","display_name":"Thread (computing)","level":2,"score":0.5397613048553467},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5269556641578674},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5171096324920654},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.4867091476917267},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4797440767288208},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.43331676721572876},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4201018512248993},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.171331524848938},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11437198519706726},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sustainit.2015.7101360","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sustainit.2015.7101360","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 Sustainable Internet and ICT for Sustainability (SustainIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W97737670","https://openalex.org/W1520003103","https://openalex.org/W1573483709","https://openalex.org/W1607900896","https://openalex.org/W1625390266","https://openalex.org/W1889841741","https://openalex.org/W1934866980","https://openalex.org/W1975806721","https://openalex.org/W2009397151","https://openalex.org/W2042152172","https://openalex.org/W2049047510","https://openalex.org/W2055134499","https://openalex.org/W2068060907","https://openalex.org/W2082607648","https://openalex.org/W2104794673","https://openalex.org/W2111369734","https://openalex.org/W2112964016","https://openalex.org/W2120885393","https://openalex.org/W2120957709","https://openalex.org/W2126316555","https://openalex.org/W2133088983","https://openalex.org/W2154724819","https://openalex.org/W2494875982","https://openalex.org/W3142540905","https://openalex.org/W6631186195","https://openalex.org/W6636578284","https://openalex.org/W6639464859","https://openalex.org/W6640524609","https://openalex.org/W6792851857"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2768554084"],"abstract_inverted_index":{"Balancing":[0],"electricity":[1,13,34],"supply":[2,38],"and":[3,74,101,135,185,202,237,279],"consumption":[4,113],"is":[5,62],"critical":[6],"for":[7,90,119,216],"the":[8,116,123,172,203,220,248,255,263],"stable":[9],"performance":[10],"of":[11,71,133,174,222],"an":[12,84,143],"Grid.":[14],"Demand":[15],"Side":[16],"Management":[17],"(DSM)":[18],"refers":[19],"to":[20,25,31,49,53,57,82,96,155,161,179,240,245,253,284,288],"shifting":[21,215],"consumers'":[22],"energy":[23],"usage":[24],"off-peaks":[26],"as":[27,29,110,137],"much":[28],"possible":[30],"avoid":[32],"more":[33,183,275],"demand":[35,181],"than":[36],"available":[37],"during":[39,262],"peak":[40,213,276],"times.":[41],"Artificial":[42],"intelligent":[43],"planning":[44,182,249],"algorithms":[45],"have":[46,162],"been":[47,94,189],"applied":[48,138],"enabling":[50],"electric":[51],"devices":[52,121],"reschedule":[54],"their":[55],"operation":[56],"off-peak.":[58],"One":[59],"such":[60],"algorithm":[61],"Monte":[63],"Carlo":[64],"Tree":[65],"Search":[66],"(MCTS),":[67],"which":[68,208,235],"takes":[69],"advantage":[70],"tree":[72],"search":[73],"random":[75],"sampling":[76],"on":[77],"decision":[78,257],"space":[79],"in":[80,122,131,139,177,211,266],"order":[81],"fine":[83],"optimal":[85],"domain":[86],"decision.":[87],"In":[88,105,166],"particular":[89],"DSM,":[91,142],"MCTS":[92,108,146,150,159],"has":[93,188],"used":[95],"control":[97],"both":[98,106],"smart":[99],"meters":[100],"also":[102,252],"electrical":[103,199,243],"devices,":[104],"applications,":[107],"acts":[109],"a":[111,226],"centralized":[112],"planner":[114],"choosing":[115],"optimum":[117],"approach":[118],"all":[120],"space.":[124],"Centralized":[125],"computation":[126],"thread":[127,160],"limits":[128],"these":[129],"approaches":[130],"terms":[132],"flexibility":[134],"scalability.":[136],"domains":[140],"outside":[141],"alternative,":[144],"decentralized":[145,228],"algorithm,":[147],"called":[148,231],"Parallel":[149],"(P-MCTS),":[151],"allows":[152],"every":[153],"agent":[154],"run":[156],"its":[157,163],"independent":[158],"own":[164],"solution.":[165],"thios":[167],"paper,":[168],"frist":[169],"we":[170,224],"studied":[171],"feasibility":[173],"applying":[175],"P-MCTS":[176,187,233,239],"DSM":[178],"make":[180],"flexible":[184],"scalable.":[186],"evaluated":[190],"by":[191],"running":[192],"two":[193],"different":[194],"scenarios":[195],"one":[196],"with":[197,205,268],"6":[198],"vehicles":[200],"(EVs)":[201],"other":[204],"90":[206],"EVs":[207],"roughly":[209],"results":[210,221],"30%":[212,285],"load":[214,277,281],"P-MCTS.":[217],"To":[218],"improve":[219,254],"P-MCTS,":[223,269],"propose":[225],"new":[227],"collaborative":[229],"approach,":[230],"Collaborative":[232],"(CP-MCTS),":[234],"exploits":[236],"extends":[238],"enable":[241],"each":[242],"device":[244],"actively":[246],"affect":[247],"process":[250],"but":[251],"final":[256],"using":[258],"collective":[259],"knowledge":[260],"obtained":[261,271],"collaboration.":[264],"Additionally,":[265],"comparison":[267],"CP-MCTS":[270],"better":[272],"results,":[273],"including":[274],"shufting":[278],"smoother":[280],"curve":[282],"due":[283],"lower":[286],"Peak":[287],"Average":[289],"Ratio":[290],"(PAR).":[291]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
