{"id":"https://openalex.org/W4404036852","doi":"https://doi.org/10.1109/smartgridcomm60555.2024.10738100","title":"Democratizing Energy Management with LLM-Assisted Optimization Autoformalism","display_name":"Democratizing Energy Management with LLM-Assisted Optimization Autoformalism","publication_year":2024,"publication_date":"2024-09-17","ids":{"openalex":"https://openalex.org/W4404036852","doi":"https://doi.org/10.1109/smartgridcomm60555.2024.10738100"},"language":"en","primary_location":{"id":"doi:10.1109/smartgridcomm60555.2024.10738100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm60555.2024.10738100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","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/A5101484129","display_name":"Ming Jin","orcid":"https://orcid.org/0000-0001-7909-4545"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ming Jin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017539185","display_name":"Bilgehan Sel","orcid":"https://orcid.org/0000-0001-8701-6539"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bilgehan Sel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114513377","display_name":"Fnu Hardeep","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fnu Hardeep","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5085908411","display_name":"Wotao Yin","orcid":"https://orcid.org/0000-0001-6697-9731"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wotao Yin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2275,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.88473118,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"258","last_page":"263"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.7473000288009644,"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":0.7473000288009644,"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":0.5029503703117371},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.4590017795562744},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.36466842889785767},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1508505940437317}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5029503703117371},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.4590017795562744},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.36466842889785767},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1508505940437317},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smartgridcomm60555.2024.10738100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm60555.2024.10738100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W31615027","https://openalex.org/W2097822710","https://openalex.org/W2271187934","https://openalex.org/W2516621648","https://openalex.org/W2657873105","https://openalex.org/W2796868861","https://openalex.org/W2948263307","https://openalex.org/W2963966702","https://openalex.org/W2982984621","https://openalex.org/W3090789943","https://openalex.org/W3121579204","https://openalex.org/W3125292856","https://openalex.org/W3125965282","https://openalex.org/W3188825054","https://openalex.org/W3209454088","https://openalex.org/W4212774754","https://openalex.org/W4287024925","https://openalex.org/W4313457971","https://openalex.org/W4321177655","https://openalex.org/W4382467878","https://openalex.org/W4382469123","https://openalex.org/W4404036852","https://openalex.org/W6601301251","https://openalex.org/W6800166007","https://openalex.org/W6809646742","https://openalex.org/W6839316307","https://openalex.org/W6849898756","https://openalex.org/W6856169706"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2354768891","https://openalex.org/W4229332389","https://openalex.org/W1510108650","https://openalex.org/W2322968447","https://openalex.org/W2356819012"],"abstract_inverted_index":{"This":[0,19,72],"paper":[1],"introduces":[2],"a":[3,76],"method":[4],"for":[5,42,68],"personalizing":[6],"energy":[7,56,70,86],"optimization":[8,17,23,30,81],"using":[9,82],"large":[10],"language":[11,27],"models":[12],"(LLMs)":[13],"combined":[14],"with":[15],"an":[16],"solver.":[18],"approach,":[20],"termed":[21],"human-guided":[22],"autoformalism,":[24],"translates":[25],"natural":[26],"specifications":[28],"into":[29],"problems,":[31],"enabling":[32],"LLMs":[33],"to":[34,49,89],"handle":[35],"various":[36],"user-specific":[37],"energy-related":[38],"tasks.":[39],"It":[40],"allows":[41],"nuanced":[43],"understanding":[44],"and":[45,65],"nonlinear":[46],"reasoning":[47],"tailored":[48],"individual":[50,90],"preferences.":[51],"The":[52],"research":[53],"covers":[54],"common":[55],"sector":[57],"tasks":[58],"like":[59],"electric":[60],"vehicle":[61],"charging,":[62],"HVAC":[63],"control,":[64],"long-term":[66],"planning":[67],"renewable":[69],"installations.":[71],"novel":[73],"strategy":[74],"represents":[75],"significant":[77],"advancement":[78],"in":[79],"context-based":[80],"LLMs,":[83],"facilitating":[84],"sustainable":[85],"practices":[87],"customized":[88],"needs.":[91]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}