{"id":"https://openalex.org/W4410115214","doi":"https://doi.org/10.1109/mcse.2025.3567208","title":"Designing Future Energy Systems With Generative AI","display_name":"Designing Future Energy Systems With Generative AI","publication_year":2025,"publication_date":"2025-05-06","ids":{"openalex":"https://openalex.org/W4410115214","doi":"https://doi.org/10.1109/mcse.2025.3567208"},"language":"en","primary_location":{"id":"doi:10.1109/mcse.2025.3567208","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcse.2025.3567208","pdf_url":null,"source":{"id":"https://openalex.org/S107923245","display_name":"Computing in Science & Engineering","issn_l":"1521-9615","issn":["1521-9615","1558-366X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320061","host_organization_name":"AIP Publishing","host_organization_lineage":["https://openalex.org/P4310320061","https://openalex.org/P4310320257"],"host_organization_lineage_names":["AIP Publishing","American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing in Science & Engineering","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/A5085133267","display_name":"Andrew Glaws","orcid":"https://orcid.org/0000-0002-7268-1883"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Andrew Glaws","raw_affiliation_strings":["National Renewable Energy Laboratory, Golden, CO, USA"],"raw_orcid":"https://orcid.org/0000-0002-7268-1883","affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory, Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086714898","display_name":"Ryan N. King","orcid":"https://orcid.org/0000-0002-0591-7139"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryan N. King","raw_affiliation_strings":["National Renewable Energy Laboratory, Golden, CO, USA"],"raw_orcid":"https://orcid.org/0000-0002-0591-7139","affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory, Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074789327","display_name":"Patrick Emami","orcid":"https://orcid.org/0000-0001-7846-5578"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patrick Emami","raw_affiliation_strings":["National Renewable Energy Laboratory, Golden, CO, USA"],"raw_orcid":"https://orcid.org/0000-0001-7846-5578","affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory, Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045896618","display_name":"Grant Buster","orcid":"https://orcid.org/0000-0001-8616-8100"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Grant Buster","raw_affiliation_strings":["National Renewable Energy Laboratory, Golden, CO, USA"],"raw_orcid":"https://orcid.org/0000-0001-8616-8100","affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory, Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021602426","display_name":"Brandon Benton","orcid":"https://orcid.org/0009-0008-9931-2050"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brandon N. Benton","raw_affiliation_strings":["National Renewable Energy Laboratory, Golden, CO, USA"],"raw_orcid":"https://orcid.org/0009-0008-9931-2050","affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory, Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100362472","display_name":"Xiangyu Zhang","orcid":"https://orcid.org/0000-0003-4857-2318"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiangyu Zhang","raw_affiliation_strings":["National Renewable Energy Laboratory, Golden, CO, USA"],"raw_orcid":"https://orcid.org/0000-0003-4857-2318","affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory, Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008068890","display_name":"Ahmed S. Zamzam","orcid":"https://orcid.org/0000-0002-1175-2801"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed Zamzam","raw_affiliation_strings":["National Renewable Energy Laboratory, Golden, CO, USA"],"raw_orcid":"https://orcid.org/0000-0002-1175-2801","affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory, Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028468191","display_name":"Venkatesh Venkataramanan","orcid":"https://orcid.org/0000-0001-8550-5013"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Venkatesh Venkataramanan","raw_affiliation_strings":["National Renewable Energy Laboratory, Golden, CO, USA"],"raw_orcid":"https://orcid.org/0000-0001-8550-5013","affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory, Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103099050","display_name":"Richard Macwan","orcid":"https://orcid.org/0000-0002-1740-5907"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard Macwan","raw_affiliation_strings":["National Renewable Energy Laboratory, Golden, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory, Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5085133267"],"corresponding_institution_ids":["https://openalex.org/I1297288678"],"apc_list":null,"apc_paid":null,"fwci":1.2894,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7887235,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"27","issue":"4","first_page":"8","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12639","display_name":"Global Energy and Sustainability Research","score":0.421099990606308,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12639","display_name":"Global Energy and Sustainability Research","score":0.421099990606308,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11007","display_name":"Hybrid Renewable Energy Systems","score":0.40119999647140503,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6654139757156372},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4330919682979584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3031263053417206}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6654139757156372},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4330919682979584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3031263053417206}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mcse.2025.3567208","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcse.2025.3567208","pdf_url":null,"source":{"id":"https://openalex.org/S107923245","display_name":"Computing in Science & Engineering","issn_l":"1521-9615","issn":["1521-9615","1558-366X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320061","host_organization_name":"AIP Publishing","host_organization_lineage":["https://openalex.org/P4310320061","https://openalex.org/P4310320257"],"host_organization_lineage_names":["AIP Publishing","American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing in Science & Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1557033613","https://openalex.org/W3039441806","https://openalex.org/W4226189157","https://openalex.org/W4249840851","https://openalex.org/W4317940693","https://openalex.org/W4380738184","https://openalex.org/W4405365798"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2380075625","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Energy":[0],"systems":[1],"are":[2],"experiencing":[3],"various":[4],"changes":[5],"that":[6,59,138],"impact":[7],"the":[8,70,96,99,115,133],"distribution,":[9],"use,":[10],"and":[11,17,21,35,39,45,54,63,78,93,123,127,141],"reliability":[12],"of":[13,98,102,117,135],"energy.":[14],"Local":[15],"utilities":[16],"municipalities":[18],"must":[19],"respond":[20],"adapt":[22],"to":[23,56,145],"these":[24,47],"changes,":[25],"moving":[26],"towards":[27],"a":[28,61,130],"future":[29],"energy":[30,65,72,103,121],"system":[31],"with":[32,80],"modernized":[33],"infrastructure":[34],"other":[36],"targeted":[37],"investments":[38],"policy":[40],"decisions.":[41],"However,":[42],"planning":[43],"for":[44,76,132],"enacting":[46],"advancements":[48],"requires":[49],"significant":[50],"effort":[51],"from":[52],"experts":[53],"engineers":[55],"develop":[57],"strategies":[58],"ensure":[60],"reliable":[62],"secure":[64],"future.":[66],"This":[67],"includes":[68],"characterizing":[69],"current":[71],"infrastructure,":[73],"identifying":[74],"areas":[75,116],"development,":[77],"engaging":[79],"local":[81],"community":[82],"members.":[83],"Emerging":[84],"generative":[85,111,136],"artificial":[86],"intelligence":[87],"techniques":[88],"can":[89],"alleviate":[90],"pain":[91],"points":[92],"help":[94],"support":[95],"development":[97],"next":[100],"generation":[101],"systems.":[104],"In":[105],"this":[106,146],"article,":[107],"we":[108,128],"highlight":[109],"on-going":[110],"AI":[112,137],"work":[113],"in":[114],"atmospheric":[118],"modeling,":[119],"building":[120],"management,":[122],"distribution":[124],"network":[125],"design,":[126],"propose":[129],"vision":[131],"role":[134],"considers":[139],"opportunities":[140],"identifies":[142],"challenges":[143],"inherent":[144],"technology.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-30T23:08:21.542490","created_date":"2025-10-10T00:00:00"}