{"id":"https://openalex.org/W4402261949","doi":"https://doi.org/10.23919/acc60939.2024.10644541","title":"Energy Scheduling and Control of Grid-Interactive Communities with Physically Consistent Deep Learning","display_name":"Energy Scheduling and Control of Grid-Interactive Communities with Physically Consistent Deep Learning","publication_year":2024,"publication_date":"2024-07-10","ids":{"openalex":"https://openalex.org/W4402261949","doi":"https://doi.org/10.23919/acc60939.2024.10644541"},"language":"en","primary_location":{"id":"doi:10.23919/acc60939.2024.10644541","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/acc60939.2024.10644541","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 American Control Conference (ACC)","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/A5029175968","display_name":"Tianqi Xiao","orcid":"https://orcid.org/0000-0002-8624-2689"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tianqi Xiao","raw_affiliation_strings":["Cornell University,System Engineering,Ithaca,NY,USA,14853"],"affiliations":[{"raw_affiliation_string":"Cornell University,System Engineering,Ithaca,NY,USA,14853","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062751420","display_name":"Fengqi You","orcid":"https://orcid.org/0000-0001-9609-4299"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fengqi You","raw_affiliation_strings":["Cornell University,System Engineering,Ithaca,NY,USA,14853"],"affiliations":[{"raw_affiliation_string":"Cornell University,System Engineering,Ithaca,NY,USA,14853","institution_ids":["https://openalex.org/I205783295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5029175968"],"corresponding_institution_ids":["https://openalex.org/I205783295"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12289122,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3013","last_page":"3018"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9991999864578247,"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":0.9991999864578247,"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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":0.9682999849319458,"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/computer-science","display_name":"Computer science","score":0.7093918323516846},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5908762216567993},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5672264695167542},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4690088927745819},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12134316563606262},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08438724279403687},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.07180720567703247}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7093918323516846},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5908762216567993},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5672264695167542},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4690088927745819},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12134316563606262},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08438724279403687},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.07180720567703247},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/acc60939.2024.10644541","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/acc60939.2024.10644541","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2031000993","https://openalex.org/W2108152153","https://openalex.org/W2121305631","https://openalex.org/W2270111491","https://openalex.org/W2277718413","https://openalex.org/W2322345790","https://openalex.org/W2492975200","https://openalex.org/W2760948241","https://openalex.org/W2768731477","https://openalex.org/W2910849319","https://openalex.org/W2977155375","https://openalex.org/W2992833799","https://openalex.org/W2994737449","https://openalex.org/W3005645738","https://openalex.org/W3005930515","https://openalex.org/W3036700726","https://openalex.org/W3045445587","https://openalex.org/W3090789943","https://openalex.org/W3118831975","https://openalex.org/W3122220845","https://openalex.org/W3156755729","https://openalex.org/W3162079807","https://openalex.org/W3183923841","https://openalex.org/W3189223768","https://openalex.org/W4281749375","https://openalex.org/W4287881770","https://openalex.org/W4291302236","https://openalex.org/W4292551110","https://openalex.org/W4298130628","https://openalex.org/W4302216263","https://openalex.org/W4304118974","https://openalex.org/W4315488931","https://openalex.org/W4318820612","https://openalex.org/W4367046676","https://openalex.org/W4367598663","https://openalex.org/W4372218286"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W1993039745","https://openalex.org/W1581129489","https://openalex.org/W2369252416"],"abstract_inverted_index":{"Modern":[0],"communities":[1],"are":[2],"one":[3],"of":[4,53,135],"the":[5,11,54,77,83,88,108,133,136,144,147,157,162,188],"most":[6],"important":[7],"energy":[8,13,31,94,117,184],"consumers":[9],"in":[10,21,86,128,171,183],"city":[12],"system,":[14],"offering":[15],"substantial":[16],"potential":[17],"for":[18,36,47],"active":[19],"participation":[20],"demand":[22],"response":[23],"services.":[24],"In":[25],"this":[26,129],"paper,":[27],"we":[28],"propose":[29],"an":[30],"scheduling":[32,89,102,164],"and":[33,70,90,104,119,139,165,176],"control":[34,91,111,140,166],"framework":[35,167],"grid-interactive":[37],"communities,":[38],"integrating":[39],"a":[40,71,100,180],"physically":[41],"consistent":[42],"deep":[43],"learning":[44],"(PCDL)":[45],"model":[46,56,74,79,85,109,149],"thermal":[48,120,174],"dynamic":[49],"approximation.":[50],"The":[51,93],"construction":[52],"PCDL":[55,78,148],"relies":[57],"on":[58],"open-loop":[59],"simulation":[60,124,145],"data,":[61],"with":[62],"its":[63],"physical":[64],"consistency":[65],"assured":[66],"through":[67,99],"parameter":[68],"constraints":[69],"specialized":[72],"two-layer":[73],"structure.":[75],"Subsequently,":[76],"is":[80,97,126],"utilized":[81],"as":[82],"prediction":[84],"both":[87],"systems.":[92],"dispatch":[95],"plan":[96],"derived":[98],"day-ahead":[101],"process":[103],"then":[105],"integrated":[106],"into":[107],"predictive":[110],"(MPC)":[112],"system":[113],"to":[114,131,143,156,187],"facilitate":[115],"real-time":[116],"management":[118],"comfort":[121,175],"regulation.":[122],"A":[123],"case":[125],"presented":[127],"paper":[130],"verify":[132],"performance":[134],"proposed":[137],"modeling":[138],"methods.":[141],"According":[142],"results,":[146],"exhibits":[150],"superior":[151],"control-oriented":[152],"generalization":[153],"ability":[154],"compared":[155,186],"other":[158,169],"data-driven":[159],"models.":[160],"Furthermore,":[161],"PCDL-based":[163],"outperforms":[168],"controllers":[170],"maintaining":[172],"indoor":[173],"achieves":[177],"at":[178],"least":[179],"29.5%":[181],"reduction":[182],"expenditure":[185],"baseline":[189],"controller.":[190]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}