{"id":"https://openalex.org/W1944876238","doi":"https://doi.org/10.1109/tsg.2015.2435011","title":"Modeling Dynamic Demand Response Using Monte Carlo Simulation and Interval Mathematics for Boundary Estimation","display_name":"Modeling Dynamic Demand Response Using Monte Carlo Simulation and Interval Mathematics for Boundary Estimation","publication_year":2015,"publication_date":"2015-06-09","ids":{"openalex":"https://openalex.org/W1944876238","doi":"https://doi.org/10.1109/tsg.2015.2435011","mag":"1944876238"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2015.2435011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2015.2435011","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"journal-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/A5023551403","display_name":"Hao Huang","orcid":"https://orcid.org/0000-0001-5067-4490"},"institutions":[{"id":"https://openalex.org/I4210113108","display_name":"Energy Focus (United States)","ror":"https://ror.org/01e89hk47","country_code":"US","type":"company","lineage":["https://openalex.org/I4210113108"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hao Huang","raw_affiliation_strings":["Customized Energy Solutions, Philadelphia, PA, USA",", Customized Energy Solutions, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"Customized Energy Solutions, Philadelphia, PA, USA","institution_ids":[]},{"raw_affiliation_string":", Customized Energy Solutions, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I4210113108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076167872","display_name":"Fangxing Li","orcid":"https://orcid.org/0000-0003-1060-7618"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fangxing Li","raw_affiliation_strings":["University of Tennessee, Knoxville, TN, USA","University of Tennessee Knoxville, TN USA"],"affiliations":[{"raw_affiliation_string":"University of Tennessee, Knoxville, TN, USA","institution_ids":["https://openalex.org/I75027704"]},{"raw_affiliation_string":"University of Tennessee Knoxville, TN USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076001855","display_name":"Yateendra Mishra","orcid":"https://orcid.org/0000-0002-4592-2784"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yateendra Mishra","raw_affiliation_strings":["Queensland University of Technology, Brisbane, QLD, Australia","Queensland Univ. of Technology, Brisbane, Qld., Australia#TAB#"],"affiliations":[{"raw_affiliation_string":"Queensland University of Technology, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]},{"raw_affiliation_string":"Queensland Univ. of Technology, Brisbane, Qld., Australia#TAB#","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023551403"],"corresponding_institution_ids":["https://openalex.org/I4210113108"],"apc_list":null,"apc_paid":null,"fwci":2.2079,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.88714997,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"6","issue":"6","first_page":"2704","last_page":"2713"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10424","display_name":"Electric Power System Optimization","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/T10424","display_name":"Electric Power System Optimization","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":0.9970999956130981,"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/T11941","display_name":"Power System Reliability and Maintenance","score":0.9966999888420105,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.7015056610107422},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.49498385190963745},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4815090596675873},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.4543430805206299},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.45349252223968506},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.44083738327026367},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.4101470708847046},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36148011684417725},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1912112832069397},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17150884866714478},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.11978045105934143}],"concepts":[{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.7015056610107422},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.49498385190963745},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4815090596675873},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.4543430805206299},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.45349252223968506},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.44083738327026367},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.4101470708847046},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36148011684417725},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1912112832069397},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17150884866714478},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.11978045105934143},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsg.2015.2435011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2015.2435011","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"journal-article"},{"id":"pmh:oai:eprints.qut.edu.au:91591","is_oa":false,"landing_page_url":"http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7120132","pdf_url":null,"source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"Contribution to Journal"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5061793907","display_name":null,"funder_award_id":"51428701","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6245059938","display_name":null,"funder_award_id":"EEC-1041877","funder_id":"https://openalex.org/F4320337394","funder_display_name":"Division of Engineering Education and Centers"},{"id":"https://openalex.org/G7752161661","display_name":null,"funder_award_id":"1001999","funder_id":"https://openalex.org/F4320332179","funder_display_name":"Office of the Director"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320332179","display_name":"Office of the Director","ror":"https://ror.org/04nseet23"},{"id":"https://openalex.org/F4320337394","display_name":"Division of Engineering Education and Centers","ror":"https://ror.org/050rnw378"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1558596593","https://openalex.org/W1965443366","https://openalex.org/W1970705460","https://openalex.org/W1980843693","https://openalex.org/W2005774445","https://openalex.org/W2028934327","https://openalex.org/W2045811899","https://openalex.org/W2049215435","https://openalex.org/W2072247233","https://openalex.org/W2098486100","https://openalex.org/W2099422867","https://openalex.org/W2103990830","https://openalex.org/W2108355511","https://openalex.org/W2111118312","https://openalex.org/W2111676924","https://openalex.org/W2111873562","https://openalex.org/W2114661994","https://openalex.org/W2117557235","https://openalex.org/W2124895057","https://openalex.org/W2129866336","https://openalex.org/W2133511160","https://openalex.org/W2136870181","https://openalex.org/W2146016251","https://openalex.org/W2146175278","https://openalex.org/W2163452878","https://openalex.org/W2167067930","https://openalex.org/W2169494389","https://openalex.org/W2172200392","https://openalex.org/W2764707636"],"related_works":["https://openalex.org/W2159964792","https://openalex.org/W1988809122","https://openalex.org/W861025093","https://openalex.org/W2045297403","https://openalex.org/W2620942864","https://openalex.org/W633568590","https://openalex.org/W2176389738","https://openalex.org/W2015274193","https://openalex.org/W2063987742","https://openalex.org/W4214483120"],"abstract_inverted_index":{"With":[0],"the":[1,80,97,148,160,163,166,173],"rapid":[2],"development":[3],"of":[4,21,107,113,133,165],"various":[5],"technologies":[6],"and":[7,62,66,110,122,159,190],"applications":[8],"in":[9,24,46,103,179],"smart":[10],"grid":[11,27],"implementation,":[12],"demand":[13,39,76,92,180],"response":[14,40,93,135,181],"has":[15],"attracted":[16],"growing":[17],"research":[18],"interests":[19],"because":[20],"its":[22],"potentials":[23],"enhancing":[25],"power":[26,151],"reliability":[28],"with":[29,42,79],"reduced":[30],"system":[31,54,139,154,187],"operation":[32,191],"costs.":[33],"This":[34],"paper":[35],"presents":[36],"a":[37,47,58,64,71,100,104,111],"new":[38],"model":[41,94,175],"elastic":[43],"economic":[44,55],"dispatch":[45,56,87],"locational":[48],"marginal":[49],"pricing":[50],"market.":[51],"It":[52],"models":[53],"as":[57,70],"feedback":[59,91],"control":[60],"process,":[61],"introduces":[63],"flexible":[65],"adjustable":[67],"load":[68,86,98,188],"cost":[69],"controlled":[72],"signal":[73],"to":[74,99,136,176],"adjust":[75,96],"response.":[77],"Compared":[78],"conventional":[81],"\u201cone":[82],"time":[83,108],"use\u201d":[84],"static":[85],"model,":[88],"this":[89],"dynamic":[90],"may":[95,171],"desired":[101],"level":[102],"finite":[105],"number":[106],"steps":[109],"proof":[112],"convergence":[114],"is":[115,155],"provided.":[116],"In":[117],"addition,":[118],"Monte":[119],"Carlo":[120],"simulation":[121,158],"boundary":[123],"calculation":[124],"using":[125],"interval":[126],"mathematics":[127],"are":[128],"applied":[129],"for":[130,157,183],"describing":[131],"uncertainty":[132],"end-user's":[134],"an":[137],"independent":[138],"operator's":[140],"expected":[141],"dispatch.":[142],"A":[143],"numerical":[144],"analysis":[145],"based":[146],"on":[147],"modified":[149],"Pennsylvania-Jersey-Maryland":[150],"pool":[152],"five-bus":[153],"introduced":[156],"results":[161],"verify":[162],"effectiveness":[164],"proposed":[167,174],"model.":[168],"System":[169],"operators":[170],"use":[172],"obtain":[177],"insights":[178],"processes":[182],"their":[184],"decision-making":[185],"regarding":[186],"levels":[189],"conditions.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
