{"id":"https://openalex.org/W7152037054","doi":"https://doi.org/10.1007/s13218-026-00903-5","title":"AI in the Energy Sector","display_name":"AI in the Energy Sector","publication_year":2026,"publication_date":"2026-03-01","ids":{"openalex":"https://openalex.org/W7152037054","doi":"https://doi.org/10.1007/s13218-026-00903-5"},"language":"en","primary_location":{"id":"doi:10.1007/s13218-026-00903-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13218-026-00903-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13218-026-00903-5.pdf","source":{"id":"https://openalex.org/S4210234608","display_name":"KI - K\u00fcnstliche Intelligenz","issn_l":"0933-1875","issn":["0933-1875","1610-1987"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"KI - K\u00fcnstliche Intelligenz","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s13218-026-00903-5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055709061","display_name":"Eric MSP Veith","orcid":"https://orcid.org/0000-0003-2487-7475"},"institutions":[{"id":"https://openalex.org/I129877168","display_name":"Carl von Ossietzky Universit\u00e4t Oldenburg","ror":"https://ror.org/033n9gh91","country_code":"DE","type":"education","lineage":["https://openalex.org/I129877168"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Eric M. S. P. Veith","raw_affiliation_strings":["Carl von Ossietzky University Oldenburg, Oldenburg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2487-7475","affiliations":[{"raw_affiliation_string":"Carl von Ossietzky University Oldenburg, Oldenburg, Germany","institution_ids":["https://openalex.org/I129877168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058290481","display_name":"Astrid Nie\u00dfe","orcid":"https://orcid.org/0000-0003-1881-9172"},"institutions":[{"id":"https://openalex.org/I129877168","display_name":"Carl von Ossietzky Universit\u00e4t Oldenburg","ror":"https://ror.org/033n9gh91","country_code":"DE","type":"education","lineage":["https://openalex.org/I129877168"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Astrid Nie\u00dfe","raw_affiliation_strings":["Carl von Ossietzky University Oldenburg, Oldenburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carl von Ossietzky University Oldenburg, Oldenburg, Germany","institution_ids":["https://openalex.org/I129877168"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050539850","display_name":"Sebastian Lehnhoff","orcid":"https://orcid.org/0000-0003-2340-6807"},"institutions":[{"id":"https://openalex.org/I129877168","display_name":"Carl von Ossietzky Universit\u00e4t Oldenburg","ror":"https://ror.org/033n9gh91","country_code":"DE","type":"education","lineage":["https://openalex.org/I129877168"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian Lehnhoff","raw_affiliation_strings":["Carl von Ossietzky University Oldenburg, Oldenburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carl von Ossietzky University Oldenburg, Oldenburg, Germany","institution_ids":["https://openalex.org/I129877168"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055709061"],"corresponding_institution_ids":["https://openalex.org/I129877168"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.57402277,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"40","issue":"1","first_page":"5","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.1339000016450882,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.1339000016450882,"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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.10580000281333923,"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/T10603","display_name":"Smart Grid Energy Management","score":0.06239999830722809,"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/multitude","display_name":"Multitude","score":0.6351000070571899},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.6310999989509583},{"id":"https://openalex.org/keywords/energy-sector","display_name":"Energy sector","score":0.628600001335144},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5080000162124634},{"id":"https://openalex.org/keywords/energy-current","display_name":"Energy current","score":0.38589999079704285},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.3772999942302704},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.36410000920295715}],"concepts":[{"id":"https://openalex.org/C2780565519","wikidata":"https://www.wikidata.org/wiki/Q1208937","display_name":"Multitude","level":2,"score":0.6351000070571899},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.6310999989509583},{"id":"https://openalex.org/C2985347565","wikidata":"https://www.wikidata.org/wiki/Q2151621","display_name":"Energy sector","level":2,"score":0.628600001335144},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5080000162124634},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4056999981403351},{"id":"https://openalex.org/C110253651","wikidata":"https://www.wikidata.org/wiki/Q5377034","display_name":"Energy current","level":3,"score":0.38589999079704285},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3804999887943268},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.3772999942302704},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3723999857902527},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.36410000920295715},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.35670000314712524},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.3425000011920929},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.3093000054359436},{"id":"https://openalex.org/C13882206","wikidata":"https://www.wikidata.org/wiki/Q473160","display_name":"Energy economics","level":2,"score":0.3057999908924103},{"id":"https://openalex.org/C131046424","wikidata":"https://www.wikidata.org/wiki/Q1805337","display_name":"Energy policy","level":3,"score":0.304500013589859},{"id":"https://openalex.org/C2777626755","wikidata":"https://www.wikidata.org/wiki/Q28797","display_name":"Applied research","level":2,"score":0.29789999127388},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2856000065803528},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2842999994754791},{"id":"https://openalex.org/C3018081369","wikidata":"https://www.wikidata.org/wiki/Q7016409","display_name":"New energy","level":2,"score":0.27869999408721924},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.26089999079704285},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.25209999084472656}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13218-026-00903-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13218-026-00903-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13218-026-00903-5.pdf","source":{"id":"https://openalex.org/S4210234608","display_name":"KI - K\u00fcnstliche Intelligenz","issn_l":"0933-1875","issn":["0933-1875","1610-1987"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"KI - K\u00fcnstliche Intelligenz","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s13218-026-00903-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13218-026-00903-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13218-026-00903-5.pdf","source":{"id":"https://openalex.org/S4210234608","display_name":"KI - K\u00fcnstliche Intelligenz","issn_l":"0933-1875","issn":["0933-1875","1610-1987"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"KI - K\u00fcnstliche Intelligenz","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6138325333595276,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320319088","display_name":"Carl von Ossietzky Universit\u00e4t Oldenburg","ror":"https://ror.org/033n9gh91"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7152037054.pdf","grobid_xml":"https://content.openalex.org/works/W7152037054.grobid-xml"},"referenced_works_count":77,"referenced_works":["https://openalex.org/W2030949386","https://openalex.org/W2084601095","https://openalex.org/W2117450615","https://openalex.org/W2136954033","https://openalex.org/W4210939496","https://openalex.org/W4225009817","https://openalex.org/W4283795619","https://openalex.org/W4292870476","https://openalex.org/W4297294266","https://openalex.org/W4309020802","https://openalex.org/W4309449810","https://openalex.org/W4309801643","https://openalex.org/W4313455418","https://openalex.org/W4313654950","https://openalex.org/W4319982037","https://openalex.org/W4327567151","https://openalex.org/W4327605636","https://openalex.org/W4361275557","https://openalex.org/W4362610470","https://openalex.org/W4375853497","https://openalex.org/W4377818953","https://openalex.org/W4380764887","https://openalex.org/W4384562797","https://openalex.org/W4385324340","https://openalex.org/W4385488473","https://openalex.org/W4385572248","https://openalex.org/W4386630784","https://openalex.org/W4387184380","https://openalex.org/W4387767134","https://openalex.org/W4388550577","https://openalex.org/W4390412849","https://openalex.org/W4391341701","https://openalex.org/W4391342246","https://openalex.org/W4391386073","https://openalex.org/W4392529708","https://openalex.org/W4393229470","https://openalex.org/W4395697843","https://openalex.org/W4396822704","https://openalex.org/W4396945899","https://openalex.org/W4399043479","https://openalex.org/W4400080388","https://openalex.org/W4400934711","https://openalex.org/W4401079709","https://openalex.org/W4401672503","https://openalex.org/W4401741919","https://openalex.org/W4402284828","https://openalex.org/W4402705002","https://openalex.org/W4403124959","https://openalex.org/W4403126983","https://openalex.org/W4403228312","https://openalex.org/W4403433228","https://openalex.org/W4403464376","https://openalex.org/W4404667179","https://openalex.org/W4404961535","https://openalex.org/W4405084016","https://openalex.org/W4405312421","https://openalex.org/W4405995361","https://openalex.org/W4406326787","https://openalex.org/W4406449473","https://openalex.org/W4406616544","https://openalex.org/W4407625545","https://openalex.org/W4407997333","https://openalex.org/W4408625375","https://openalex.org/W4408636306","https://openalex.org/W4409108729","https://openalex.org/W4410153310","https://openalex.org/W4410178297","https://openalex.org/W4411923007","https://openalex.org/W4413018771","https://openalex.org/W4413361341","https://openalex.org/W4414396401","https://openalex.org/W4415320989","https://openalex.org/W4415697203","https://openalex.org/W4415795460","https://openalex.org/W4416381063","https://openalex.org/W7127050729","https://openalex.org/W7128431407"],"related_works":[],"abstract_inverted_index":{"Artificial":[0],"Intelligence":[1],"has":[2],"firmly":[3],"established":[4,65],"itself":[5],"in":[6,134,137],"the":[7,54,79,100,112,117,128,132,138],"energy":[8,35,80,101,113,139],"sector.":[9,102],"It":[10,38],"sees":[11],"a":[12,107,125],"multitude":[13],"of":[14,43,89,120,131],"applications,":[15],"from":[16,96],"seemingly":[17],"simple":[18],"and":[19,25,45,106,144,147],"well-defined":[20],"tasks":[21],"such":[22,58,67],"as":[23,59,68],"forecasting":[24],"optimization":[26],"to":[27,32,52,99],"safety-critical":[28],"applications":[29],"that":[30],"aim":[31],"increase":[33],"an":[34,40],"system\u2019s":[36],"resilience.":[37],"is":[39],"active":[41],"field":[42],"research":[44,146],"technical":[46],"innovation,":[47],"with":[48],"scientists":[49],"being":[50],"quick":[51],"adopt":[53],"most":[55],"up-to-date":[56],"technologies,":[57],"Large":[60],"Language":[61],"Models,":[62],"while":[63],"more":[64],"approaches,":[66],"traditional":[69],"agent":[70],"systems,":[71],"see":[72],"continuous":[73],"improvements":[74],"towards":[75],"practical":[76],"application.":[77],"However,":[78],"sector":[81,114],"presents":[82],"its":[83],"own":[84],"challenges.":[85],"Not":[86],"all":[87],"aspects":[88],"artificial":[90,135],"intelligence":[91,136],"can":[92],"be":[93],"easily":[94],"transferred":[95],"other":[97],"domains":[98],"As":[103],"critical":[104],"infrastructure":[105],"lifeline":[108],"for":[109],"modern":[110],"society,":[111],"must":[115],"guarantee":[116],"highest":[118],"levels":[119],"reliability.":[121],"Here,":[122],"we":[123],"present":[124],"survey":[126],"on":[127],"current":[129,142],"state":[130],"art":[133],"sector,":[140],"highlighting":[141],"developments":[143],"major":[145],"technology":[148],"gaps.":[149]},"counts_by_year":[],"updated_date":"2026-05-23T06:10:36.450269","created_date":"2026-04-09T00:00:00"}
