{"id":"https://openalex.org/W4211100357","doi":"https://doi.org/10.1109/tsg.2022.3150396","title":"Demand Response Aggregation With Operating Envelope Based on Data-Driven State Estimation and Sensitivity Function Signals","display_name":"Demand Response Aggregation With Operating Envelope Based on Data-Driven State Estimation and Sensitivity Function Signals","publication_year":2022,"publication_date":"2022-02-10","ids":{"openalex":"https://openalex.org/W4211100357","doi":"https://doi.org/10.1109/tsg.2022.3150396"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2022.3150396","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2022.3150396","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/A5027589332","display_name":"Shuying Lai","orcid":"https://orcid.org/0000-0001-7492-7931"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Shuying Lai","raw_affiliation_strings":["School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040046000","display_name":"Jing Qiu","orcid":"https://orcid.org/0000-0001-8507-0558"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jing Qiu","raw_affiliation_strings":["School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081771298","display_name":"Yuechuan Tao","orcid":"https://orcid.org/0000-0003-4806-1227"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yuechuan Tao","raw_affiliation_strings":["School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086771045","display_name":"Xianzhuo Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xianzhuo Sun","raw_affiliation_strings":["School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5027589332"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":null,"apc_paid":null,"fwci":2.9552,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.91376305,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"13","issue":"3","first_page":"2011","last_page":"2025"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":1.0,"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":1.0,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9968000054359436,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.9955999851226807,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.7853679060935974},{"id":"https://openalex.org/keywords/news-aggregator","display_name":"News aggregator","score":0.7536959648132324},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6293553709983826},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.559026300907135},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.4812605082988739},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4346555471420288},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.43333151936531067},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.3400103747844696},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.2536831200122833},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2505979537963867},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.2391936480998993},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16968169808387756},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11237096786499023}],"concepts":[{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.7853679060935974},{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.7536959648132324},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6293553709983826},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.559026300907135},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.4812605082988739},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4346555471420288},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.43333151936531067},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.3400103747844696},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.2536831200122833},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2505979537963867},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.2391936480998993},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16968169808387756},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11237096786499023},{"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/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2022.3150396","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2022.3150396","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":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8700000047683716}],"awards":[{"id":"https://openalex.org/G1666234731","display_name":null,"funder_award_id":"IH180100020","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G3315932838","display_name":null,"funder_award_id":"LP200100056","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G5941344417","display_name":null,"funder_award_id":"IC200100023","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G8182010496","display_name":null,"funder_award_id":"DP220103881","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1968167335","https://openalex.org/W1969596294","https://openalex.org/W2008496286","https://openalex.org/W2028725268","https://openalex.org/W2045490871","https://openalex.org/W2082291889","https://openalex.org/W2119486204","https://openalex.org/W2165814981","https://openalex.org/W2559655401","https://openalex.org/W2564642917","https://openalex.org/W2569077675","https://openalex.org/W2739824434","https://openalex.org/W2754049971","https://openalex.org/W2765811365","https://openalex.org/W2781805279","https://openalex.org/W2792900553","https://openalex.org/W2802421195","https://openalex.org/W2889480665","https://openalex.org/W2913033704","https://openalex.org/W2944790662","https://openalex.org/W2953345983","https://openalex.org/W2962818443","https://openalex.org/W2963832523","https://openalex.org/W2964266044","https://openalex.org/W2970902197","https://openalex.org/W2990309860","https://openalex.org/W2994481983","https://openalex.org/W3007384805","https://openalex.org/W3024248860","https://openalex.org/W3047389388","https://openalex.org/W3047548614","https://openalex.org/W3083623961","https://openalex.org/W3084675714","https://openalex.org/W3109805288","https://openalex.org/W3110272326","https://openalex.org/W3121240530","https://openalex.org/W3163468042","https://openalex.org/W6682132143","https://openalex.org/W6751145664"],"related_works":["https://openalex.org/W3046697705","https://openalex.org/W3093688972","https://openalex.org/W4226431440","https://openalex.org/W3131627313","https://openalex.org/W3012323502","https://openalex.org/W2939108172","https://openalex.org/W4214604859","https://openalex.org/W2784220452","https://openalex.org/W2906194504","https://openalex.org/W1592978631"],"abstract_inverted_index":{"With":[0],"the":[1,9,12,23,30,33,44,48,52,58,67,74,78,84,97,105,118,124,129,135,154,159,177,184,189,198,209,217,221,228,231],"increasing":[2],"penetration":[3],"of":[4,11,26,32,69,77,104,137,183,230],"renewable":[5],"energy":[6],"sources":[7],"(RES),":[8],"value":[10],"demand":[13],"response":[14],"(DR)":[15],"draws":[16],"wide":[17],"attention.":[18],"In":[19],"order":[20],"to":[21,57,61,93,96,153],"realize":[22,176],"coordinated":[24],"dispatch":[25,182],"widely":[27],"spread":[28],"resources,":[29],"aggregation":[31,116],"controllable":[34,185],"residential":[35],"loads":[36,186],"is":[37],"managed":[38],"by":[39,83,128],"a":[40,114],"single":[41],"entity,":[42],"namely":[43],"DR":[45,50,53,85,88,115,155,173,233],"aggregator.":[46],"Under":[47],"price-based":[49],"programs,":[51],"aggregators":[54,89,156,174],"actively":[55],"respond":[56],"market":[59],"signals":[60,126],"reach":[62],"maximum":[63],"welfare.":[64],"To":[65],"avoid":[66,227],"quality":[68],"electricity":[70],"services":[71],"being":[72],"jeopardized,":[73],"operational":[75],"constraints":[76],"network":[79,106,131],"should":[80],"be":[81],"considered":[82],"aggregators.":[86],"However,":[87],"are":[90],"not":[91],"expected":[92],"have":[94,101],"access":[95],"monitoring":[98],"equipment":[99],"and":[100,150,168,179,201,220],"limited":[102],"knowledge":[103],"states.":[107],"Hence,":[108],"in":[109,134],"this":[110],"paper,":[111],"we":[112],"proposed":[113,160,193,210],"with":[117,216],"operating":[119],"envelope":[120],"framework":[121,194],"based":[122,157,187],"on":[123,158,188,197],"representative":[125,144],"produced":[127],"distributed":[130],"operator":[132],"(DNO)":[133],"context":[136],"big":[138,169],"data":[139,170],"era.":[140],"The":[141,172,192,204],"DNO":[142],"provides":[143],"signals,":[145],"including":[146],"real-time":[147,181],"state":[148],"estimation":[149],"sensitivity":[151,223],"functions,":[152],"Semi-supervised":[161],"Coupled":[162],"Generative":[163],"Adversarial":[164],"Imputation":[165],"Network":[166],"(SC-GAIN)":[167],"analysis.":[171],"can":[175,213,225],"secure":[178],"efficient":[180],"received":[190],"signals.":[191],"was":[195],"verified":[196],"IEEE":[199],"33-bus":[200],"123-bus":[202],"systems.":[203],"case":[205],"studies":[206],"show":[207],"that":[208],"SC-GAIN":[211],"algorithm":[212],"better":[214],"deal":[215],"missing":[218],"data,":[219],"learned":[222],"functions":[224],"effectively":[226],"overestimation":[229],"true":[232],"potential.":[234]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
