{"id":"https://openalex.org/W4400111614","doi":"https://doi.org/10.1109/tsg.2024.3420805","title":"POMDP-Based Dispatch Scheme for Residential Distributed Energy Resources Under Customer Fatigue Consideration","display_name":"POMDP-Based Dispatch Scheme for Residential Distributed Energy Resources Under Customer Fatigue Consideration","publication_year":2024,"publication_date":"2024-06-28","ids":{"openalex":"https://openalex.org/W4400111614","doi":"https://doi.org/10.1109/tsg.2024.3420805"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2024.3420805","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2024.3420805","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/A5100457103","display_name":"Xinyi Chen","orcid":"https://orcid.org/0000-0001-9320-2418"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinyi Chen","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069913666","display_name":"Qinran Hu","orcid":"https://orcid.org/0000-0002-5398-5718"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinran Hu","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-5398-5718","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009768523","display_name":"Yuanshi Zhang","orcid":"https://orcid.org/0000-0001-5590-4259"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanshi Zhang","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-5590-4259","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100699056","display_name":"Meng Song","orcid":"https://orcid.org/0000-0003-3847-4159"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Song","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-3847-4159","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101909118","display_name":"Zaijun Wu","orcid":"https://orcid.org/0000-0002-1173-809X"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zaijun Wu","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-1173-809X","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100554246","display_name":"Junjie Xiong","orcid":"https://orcid.org/0000-0002-1965-7286"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Junjie Xiong","raw_affiliation_strings":["Electric Power Science Research Institute, State Grid Jiangxi Electric Power Company Ltd., Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Science Research Institute, State Grid Jiangxi Electric Power Company Ltd., Nanchang, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100457103"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":1.6023,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83355977,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"15","issue":"6","first_page":"5665","last_page":"5677"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9735999703407288,"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":0.9735999703407288,"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/scheme","display_name":"Scheme (mathematics)","score":0.6487460732460022},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.559998631477356},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"Distributed generation","score":0.5562072396278381},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.431618332862854},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.43072086572647095},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.4252408742904663},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4029621481895447},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.36288124322891235},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3385215997695923},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3306906819343567},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32065489888191223},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23701533675193787},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.21368801593780518},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.19312062859535217},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1738647222518921},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1676187813282013},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11071670055389404}],"concepts":[{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6487460732460022},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.559998631477356},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.5562072396278381},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.431618332862854},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.43072086572647095},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.4252408742904663},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4029621481895447},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.36288124322891235},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3385215997695923},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3306906819343567},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32065489888191223},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23701533675193787},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.21368801593780518},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.19312062859535217},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1738647222518921},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1676187813282013},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11071670055389404},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2024.3420805","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2024.3420805","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G2625688094","display_name":null,"funder_award_id":"52277086","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4075866132","display_name":null,"funder_award_id":"BK20230027","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W157259654","https://openalex.org/W1991296280","https://openalex.org/W1992679131","https://openalex.org/W2000302675","https://openalex.org/W2005126631","https://openalex.org/W2034259497","https://openalex.org/W2042797330","https://openalex.org/W2091654350","https://openalex.org/W2099896773","https://openalex.org/W2281985329","https://openalex.org/W2336998050","https://openalex.org/W2521116880","https://openalex.org/W2550393554","https://openalex.org/W2564642917","https://openalex.org/W2737558354","https://openalex.org/W2791293037","https://openalex.org/W2908571787","https://openalex.org/W2911347525","https://openalex.org/W2911892655","https://openalex.org/W2916713776","https://openalex.org/W3007269877","https://openalex.org/W3011939356","https://openalex.org/W3015322982","https://openalex.org/W3036248464","https://openalex.org/W3040804160","https://openalex.org/W3046137230","https://openalex.org/W3080836674","https://openalex.org/W3110130849","https://openalex.org/W3113851289","https://openalex.org/W3177235582","https://openalex.org/W3193958997","https://openalex.org/W3214525757","https://openalex.org/W4205558024","https://openalex.org/W4226023249","https://openalex.org/W4226293797","https://openalex.org/W4296337967","https://openalex.org/W4385685087","https://openalex.org/W4387398179","https://openalex.org/W6628808406","https://openalex.org/W6634623812"],"related_works":["https://openalex.org/W2035833777","https://openalex.org/W2392147676","https://openalex.org/W2522559011","https://openalex.org/W1589973774","https://openalex.org/W2032085210","https://openalex.org/W2556396996","https://openalex.org/W3112567715","https://openalex.org/W1972422473","https://openalex.org/W2995441536","https://openalex.org/W3105413045"],"abstract_inverted_index":{"With":[0],"rapidly":[1],"growing":[2],"penetration":[3],"of":[4,26,83,154],"renewable":[5],"energy,":[6],"there":[7],"is":[8,99],"an":[9,53],"increasing":[10],"need":[11],"for":[12,132],"real-time":[13],"balance":[14],"in":[15,40,138,160],"the":[16,27,47,65,74,79,84,88,108,116,152,155],"power":[17,140],"system.":[18],"In":[19,104],"recent":[20],"years,":[21],"as":[22],"a":[23],"vital":[24],"component":[25],"end":[28],"user":[29],"side,":[30],"residential":[31],"distributed":[32],"energy":[33],"resources":[34],"(RDER)":[35],"have":[36],"shown":[37],"promising":[38],"prospects":[39],"demand":[41],"response":[42,81],"(DR).":[43],"This":[44],"paper":[45],"addresses":[46],"RDER":[48,157],"optimal":[49],"dispatch":[50,102,133,158],"problem":[51],"from":[52],"online":[54],"learning":[55],"perspective.":[56],"The":[57,148],"Partially":[58],"Observable":[59],"Markov":[60],"Decision":[61],"Process":[62],"(POMDP)":[63],"and":[64,90,129,145,166],"logistic":[66],"regression":[67],"model":[68,82],"are":[69],"employed":[70],"to":[71,101,114],"describe":[72],"how":[73],"DR":[75],"service":[76,164],"contractor":[77],"learns":[78],"uncertain":[80],"customer":[85,162],"affected":[86],"by":[87],"fatigue":[89],"recovery":[91],"effect.":[92],"A":[93],"non-stationary":[94],"combinatorial":[95],"multi-armed":[96],"bandit":[97],"paradigm":[98],"applied":[100],"RDER.":[103],"addition,":[105],"we":[106],"use":[107],"maximum":[109],"likelihood":[110],"estimation":[111],"(MLE)":[112],"technique":[113],"estimate":[115],"customer\u2019s":[117],"unobservable":[118],"states.":[119],"Through":[120],"simulations":[121],"based":[122],"on":[123],"public":[124],"datasets,":[125],"our":[126],"proposed":[127,156],"Greedy-MLE":[128],"CUCB-MLE":[130],"policies":[131],"decision-making":[134],"outperform":[135],"existing":[136],"methods":[137],"relative":[139],"adjustment":[141],"mismatch,":[142],"collective":[143],"fatigue,":[144],"cumulative":[146],"regret.":[147],"simulation":[149],"results":[150],"highlight":[151],"benefits":[153],"approach":[159],"ensuring":[161],"satisfaction,":[163],"quality,":[165],"economic":[167],"efficiency.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}