{"id":"https://openalex.org/W4297882700","doi":"https://doi.org/10.3233/faia220191","title":"Towards an AI Assistant for Power Grid Operators","display_name":"Towards an AI Assistant for Power Grid Operators","publication_year":2022,"publication_date":"2022-09-19","ids":{"openalex":"https://openalex.org/W4297882700","doi":"https://doi.org/10.3233/faia220191"},"language":"en","primary_location":{"id":"doi:10.3233/faia220191","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia220191","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA220191","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA220191","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109393340","display_name":"Antoine Marot","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Antoine Marot","raw_affiliation_strings":["RTE, R&D and AI Lab, France"],"affiliations":[{"raw_affiliation_string":"RTE, R&D and AI Lab, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043167031","display_name":"Alexandre Rozier","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexandre Rozier","raw_affiliation_strings":["RTE, R&D and AI Lab, France"],"affiliations":[{"raw_affiliation_string":"RTE, R&D and AI Lab, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010107705","display_name":"Matthieu Dussartre","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matthieu Dussartre","raw_affiliation_strings":["RTE, R&D and AI Lab, France"],"affiliations":[{"raw_affiliation_string":"RTE, R&D and AI Lab, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025326091","display_name":"Laure Crochepierre","orcid":"https://orcid.org/0000-0001-7400-765X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Laure Crochepierre","raw_affiliation_strings":["RTE, R&D and AI Lab, France"],"affiliations":[{"raw_affiliation_string":"RTE, R&D and AI Lab, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030058408","display_name":"Benjamin Donnot","orcid":"https://orcid.org/0000-0002-1750-9001"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benjamin Donnot","raw_affiliation_strings":["RTE, R&D and AI Lab, France"],"affiliations":[{"raw_affiliation_string":"RTE, R&D and AI Lab, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5109393340"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.7648,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.98505338,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9776999950408936,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.6928382515907288},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6197740435600281},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5271339416503906},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.48177143931388855},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4624064266681671},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.436884343624115},{"id":"https://openalex.org/keywords/human\u2013machine-interface","display_name":"Human\u2013machine interface","score":0.4192473590373993},{"id":"https://openalex.org/keywords/power-grid","display_name":"Power grid","score":0.4171956479549408},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.40079265832901},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3269999325275421},{"id":"https://openalex.org/keywords/human\u2013machine-system","display_name":"Human\u2013machine system","score":0.315677285194397}],"concepts":[{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.6928382515907288},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6197740435600281},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5271339416503906},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.48177143931388855},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4624064266681671},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.436884343624115},{"id":"https://openalex.org/C165024716","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"Human\u2013machine interface","level":3,"score":0.4192473590373993},{"id":"https://openalex.org/C2983254600","wikidata":"https://www.wikidata.org/wiki/Q1096907","display_name":"Power grid","level":3,"score":0.4171956479549408},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.40079265832901},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3269999325275421},{"id":"https://openalex.org/C146047270","wikidata":"https://www.wikidata.org/wiki/Q469666","display_name":"Human\u2013machine system","level":2,"score":0.315677285194397},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia220191","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia220191","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA220191","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia220191","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia220191","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA220191","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4297882700.pdf","grobid_xml":"https://content.openalex.org/works/W4297882700.grobid-xml"},"referenced_works_count":114,"referenced_works":["https://openalex.org/W19399978","https://openalex.org/W53214508","https://openalex.org/W216499477","https://openalex.org/W332971150","https://openalex.org/W373662314","https://openalex.org/W1526779478","https://openalex.org/W1964919307","https://openalex.org/W1978680109","https://openalex.org/W2021431525","https://openalex.org/W2059216172","https://openalex.org/W2079418061","https://openalex.org/W2079720152","https://openalex.org/W2117539524","https://openalex.org/W2141373701","https://openalex.org/W2164543314","https://openalex.org/W2166667242","https://openalex.org/W2166953159","https://openalex.org/W2331444830","https://openalex.org/W2501681087","https://openalex.org/W2524641040","https://openalex.org/W2548000847","https://openalex.org/W2552665020","https://openalex.org/W2559015968","https://openalex.org/W2577091203","https://openalex.org/W2594475271","https://openalex.org/W2599658179","https://openalex.org/W2672513524","https://openalex.org/W2739273093","https://openalex.org/W2760201183","https://openalex.org/W2765573815","https://openalex.org/W2765767541","https://openalex.org/W2766850694","https://openalex.org/W2783740028","https://openalex.org/W2787237990","https://openalex.org/W2795725671","https://openalex.org/W2798462402","https://openalex.org/W2806335986","https://openalex.org/W2810117028","https://openalex.org/W2891503716","https://openalex.org/W2896348597","https://openalex.org/W2901939789","https://openalex.org/W2911396267","https://openalex.org/W2916904544","https://openalex.org/W2950033597","https://openalex.org/W2952278941","https://openalex.org/W2952716475","https://openalex.org/W2955853369","https://openalex.org/W2963904875","https://openalex.org/W2964299886","https://openalex.org/W2978373872","https://openalex.org/W2979273157","https://openalex.org/W2979936678","https://openalex.org/W2983196005","https://openalex.org/W2993803397","https://openalex.org/W2997276603","https://openalex.org/W3016224608","https://openalex.org/W3028519485","https://openalex.org/W3030001556","https://openalex.org/W3032125649","https://openalex.org/W3033575144","https://openalex.org/W3047331324","https://openalex.org/W3048637452","https://openalex.org/W3049016583","https://openalex.org/W3083622151","https://openalex.org/W3083906615","https://openalex.org/W3092704589","https://openalex.org/W3099168273","https://openalex.org/W3104128335","https://openalex.org/W3110300144","https://openalex.org/W3111710787","https://openalex.org/W3113043978","https://openalex.org/W3122507327","https://openalex.org/W3130146167","https://openalex.org/W3141869357","https://openalex.org/W3167291007","https://openalex.org/W3173857869","https://openalex.org/W3176820529","https://openalex.org/W3177813494","https://openalex.org/W3197450565","https://openalex.org/W3210192955","https://openalex.org/W3212389159","https://openalex.org/W4206675899","https://openalex.org/W4210916416","https://openalex.org/W4220829398","https://openalex.org/W4221143419","https://openalex.org/W4224946097","https://openalex.org/W4226154401","https://openalex.org/W4285580030","https://openalex.org/W4287179841","https://openalex.org/W4287285122","https://openalex.org/W4287766369","https://openalex.org/W4292779060","https://openalex.org/W4402887262","https://openalex.org/W6611448999","https://openalex.org/W6652614451","https://openalex.org/W6665322772","https://openalex.org/W6670473839","https://openalex.org/W6681145613","https://openalex.org/W6743365332","https://openalex.org/W6749629946","https://openalex.org/W6750559521","https://openalex.org/W6760053112","https://openalex.org/W6764204198","https://openalex.org/W6778883912","https://openalex.org/W6782473132","https://openalex.org/W6794522071","https://openalex.org/W6798182279","https://openalex.org/W6800491790","https://openalex.org/W6803186235","https://openalex.org/W6803799391","https://openalex.org/W6809756325","https://openalex.org/W6943993680","https://openalex.org/W7027189776","https://openalex.org/W7053646445"],"related_works":["https://openalex.org/W2393019145","https://openalex.org/W2353514624","https://openalex.org/W3095210969","https://openalex.org/W2359345839","https://openalex.org/W2385121741","https://openalex.org/W2376486938","https://openalex.org/W2390610051","https://openalex.org/W2139310754","https://openalex.org/W2551428326","https://openalex.org/W2369991875"],"abstract_inverted_index":{"Power":[0],"grids":[1],"are":[2],"becoming":[3],"more":[4,29,39,41,43,46,80],"complex":[5],"to":[6,17,36,54,136],"operate":[7],"in":[8,91],"the":[9,13,32,60,76,88,117,140],"digital":[10],"age":[11],"given":[12],"current":[14],"energy":[15],"transition":[16],"cope":[18],"with":[19,38],"climate":[20],"change.":[21],"As":[22],"a":[23,71,102],"result,":[24],"real-time":[25],"decision-making":[26,121],"is":[27,70],"getting":[28],"challenging":[30],"as":[31],"human":[33],"operator":[34],"has":[35,50],"deal":[37],"information,":[40],"uncertainty,":[42],"applications,":[44],"and":[45,82,94,111],"coordination.":[47],"While":[48],"supervision":[49],"been":[51],"primarily":[52],"used":[53],"help":[55],"them":[56],"make":[57,137],"decisions":[58],"over":[59],"last":[61],"decades,":[62],"it":[63],"cannot":[64],"reasonably":[65],"scale":[66],"up":[67],"anymore.":[68],"There":[69],"great":[72],"need":[73],"for":[74],"rethinking":[75],"human-machine":[77],"interface":[78,110],"under":[79],"unified":[81],"interactive":[83],"frameworks.":[84],"Taking":[85],"advantage":[86],"of":[87,101,120,142],"latest":[89],"developments":[90],"Human-Machine":[92],"Interface":[93],"Artificial":[95],"Intelligence,":[96],"we":[97],"expose":[98],"our":[99,123],"vision":[100],"new":[103],"assistant":[104,124],"framework":[105],"relying":[106],"on":[107],"an":[108,144],"hypervision":[109],"greater":[112],"bidirectional":[113],"interaction.":[114],"We":[115,131],"review":[116],"known":[118],"principles":[119],"driving":[122],"design":[125],"alongside":[126],"its":[127],"supporting":[128],"assistance":[129],"functions.":[130],"finally":[132],"share":[133],"some":[134],"guidelines":[135],"progress":[138],"towards":[139],"development":[141],"such":[143],"assistant.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}