{"id":"https://openalex.org/W7204064736","doi":null,"title":"\u041f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u043b\u0430\u043d\u043e\u0432\u043e\u0433\u043e \u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u044f \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u044d\u043d\u0435\u0440\u0433\u0438\u0438 \u0434\u043b\u044f \u043e\u0431\u044a\u0435\u0434\u0438\u043d\u0435\u043d\u043d\u043e\u0439 \u044d\u043d\u0435\u0440\u0433\u043e\u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f","display_name":"\u041f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u043b\u0430\u043d\u043e\u0432\u043e\u0433\u043e \u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u044f \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u044d\u043d\u0435\u0440\u0433\u0438\u0438 \u0434\u043b\u044f \u043e\u0431\u044a\u0435\u0434\u0438\u043d\u0435\u043d\u043d\u043e\u0439 \u044d\u043d\u0435\u0440\u0433\u043e\u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f","publication_year":2023,"publication_date":"2023-07-19","ids":{"openalex":"https://openalex.org/W7204064736"},"language":"en","primary_location":{"id":"pmh:oai:ojs.pmi.spmi.ru:article/16185","doi":null,"is_oa":true,"landing_page_url":"https://pmi.spmi.ru/pmi/article/view/16185","pdf_url":"https://pmi.spmi.ru/pmi/article/download/16185/16114","source":{"id":"https://openalex.org/S4210178371","display_name":"Journal of Mining Institute","issn_l":"2411-3336","issn":["2411-3336","2541-9404"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","dongbi-c","jufo-1","oarl","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310312695","host_organization_name":"Saint Petersburg Mining University","host_organization_lineage":["https://openalex.org/P4310312695"],"host_organization_lineage_names":["Saint Petersburg Mining University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2411-3336","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://pmi.spmi.ru/pmi/article/download/16185/16114","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116684530","display_name":"\u0420.\u0412. \u041a\u043b\u044e\u0435\u0432","orcid":"https://orcid.org/0000-0003-3777-7203","observed_orcids":["https://orcid.org/0000-0003-3777-7203"]},"institutions":[{"id":"https://openalex.org/I9115533","display_name":"Moscow Polytechnic University","ror":"https://ror.org/03paz2a60","country_code":"RU","type":"education","lineage":["https://openalex.org/I9115533"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"\u041a\u043b\u044e\u0435\u0432, \u0420. \u0412.","raw_affiliation_strings":["Moscow Polytechnic University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Moscow Polytechnic University","institution_ids":["https://openalex.org/I9115533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024528240","display_name":"Angelika Morgoeva","orcid":"https://orcid.org/0000-0003-2949-1993","observed_orcids":["https://orcid.org/0000-0003-2949-1993"]},"institutions":[{"id":"https://openalex.org/I4210114666","display_name":"North-Caucasian Mining and Metallurgical Institute","ror":"https://ror.org/027frky36","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210114666"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"\u041c\u043e\u0440\u0433\u043e\u0435\u0432\u0430, \u0410. \u0414.","raw_affiliation_strings":["North Caucasian Institute of Mining and Metallurgy (State Technological University)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Caucasian Institute of Mining and Metallurgy (State Technological University)","institution_ids":["https://openalex.org/I4210114666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147889065","display_name":"\u041e. \u0410. \u0413\u0430\u0432\u0440\u0438\u043d\u0430","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210114666","display_name":"North-Caucasian Mining and Metallurgical Institute","ror":"https://ror.org/027frky36","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210114666"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"\u0413\u0430\u0432\u0440\u0438\u043d\u0430, \u041e. \u0410.","raw_affiliation_strings":["North Caucasian Institute of Mining and Metallurgy (State Technological University)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Caucasian Institute of Mining and Metallurgy (State Technological University)","institution_ids":["https://openalex.org/I4210114666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062673035","display_name":"Igor Bosikov","orcid":"https://orcid.org/0000-0001-8930-4112","observed_orcids":["https://orcid.org/0000-0001-8930-4112"]},"institutions":[{"id":"https://openalex.org/I4210114666","display_name":"North-Caucasian Mining and Metallurgical Institute","ror":"https://ror.org/027frky36","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210114666"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"\u0411\u043e\u0441\u0438\u043a\u043e\u0432, \u0418. \u0418.","raw_affiliation_strings":["North Caucasian Institute of Mining and Metallurgy (State Technological University)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Caucasian Institute of Mining and Metallurgy (State Technological University)","institution_ids":["https://openalex.org/I4210114666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088109894","display_name":"\u0418\u0440\u0431\u0435\u043a \u0414\u0436\u0430\u0431\u0440\u0430\u0438\u043b\u043e\u0432\u0438\u0447 \u041c\u043e\u0440\u0433\u043e\u0435\u0432","orcid":"https://orcid.org/0000-0003-4390-5662","observed_orcids":["https://orcid.org/0000-0003-4390-5662"]},"institutions":[{"id":"https://openalex.org/I4210114666","display_name":"North-Caucasian Mining and Metallurgical Institute","ror":"https://ror.org/027frky36","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210114666"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"\u041c\u043e\u0440\u0433\u043e\u0435\u0432, \u0418. \u0414.","raw_affiliation_strings":["North Caucasian Institute of mining and metallurgy (State Technological University)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Caucasian Institute of mining and metallurgy (State Technological University)","institution_ids":["https://openalex.org/I4210114666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9994999766349792,"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":0.9994999766349792,"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/T11918","display_name":"Forecasting Techniques and Applications","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.0,"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/load-forecasting","display_name":"load forecasting","score":0.8989999890327454},{"id":"https://openalex.org/keywords/short-term-load-forecasting","display_name":"short-term load forecasting","score":0.8690000176429749},{"id":"https://openalex.org/keywords/ensemble-methods","display_name":"ensemble methods","score":0.492000013589859},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"gradient boosting","score":0.7860000133514404},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.9330000281333923},{"id":"https://openalex.org/keywords/catboost","display_name":"CatBoost","score":0.9990000128746033},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.9779999852180481},{"id":"https://openalex.org/keywords/lstm","display_name":"LSTM","score":0.8899999856948853},{"id":"https://openalex.org/keywords/meteorological-observations","display_name":"meteorological observations","score":0.7919999957084656},{"id":"https://openalex.org/keywords/power-system-frequency","display_name":"power system frequency","score":0.8429999947547913}],"concepts":[{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.7419999837875366},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5300999879837036},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.5033000111579895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49160000681877136},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4860000014305115},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4803999960422516},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.45809999108314514},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.4438000023365021},{"id":"https://openalex.org/C170777988","wikidata":"https://www.wikidata.org/wiki/Q2316331","display_name":"Electric power industry","level":3,"score":0.4339999854564667},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.4300999939441681},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.424699991941452},{"id":"https://openalex.org/C184773241","wikidata":"https://www.wikidata.org/wiki/Q387400","display_name":"Mains electricity","level":3,"score":0.42239999771118164},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.41589999198913574},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.39250001311302185},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.392300009727478},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.39100000262260437},{"id":"https://openalex.org/C40293303","wikidata":"https://www.wikidata.org/wiki/Q27137","display_name":"Electric power","level":3,"score":0.3837999999523163},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.35830000042915344},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.3474999964237213},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3384000062942505},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.32429999113082886},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.32339999079704285},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.31520000100135803},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.2985000014305115},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.29170000553131104},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.290800005197525},{"id":"https://openalex.org/C2778834244","wikidata":"https://www.wikidata.org/wiki/Q5377181","display_name":"Energy planning","level":3,"score":0.2849999964237213},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2761000096797943},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.27459999918937683},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.2619999945163727},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.2538999915122986},{"id":"https://openalex.org/C520301825","wikidata":"https://www.wikidata.org/wiki/Q380170","display_name":"Energy conservation","level":2,"score":0.25360000133514404}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:ojs.pmi.spmi.ru:article/16185","doi":null,"is_oa":true,"landing_page_url":"https://pmi.spmi.ru/pmi/article/view/16185","pdf_url":"https://pmi.spmi.ru/pmi/article/download/16185/16114","source":{"id":"https://openalex.org/S4210178371","display_name":"Journal of Mining Institute","issn_l":"2411-3336","issn":["2411-3336","2541-9404"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","dongbi-c","jufo-1","oarl","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310312695","host_organization_name":"Saint Petersburg Mining University","host_organization_lineage":["https://openalex.org/P4310312695"],"host_organization_lineage_names":["Saint Petersburg Mining University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2411-3336","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ojs.pmi.spmi.ru:article/16185","doi":null,"is_oa":true,"landing_page_url":"https://pmi.spmi.ru/pmi/article/view/16185","pdf_url":"https://pmi.spmi.ru/pmi/article/download/16185/16114","source":{"id":"https://openalex.org/S4210178371","display_name":"Journal of Mining Institute","issn_l":"2411-3336","issn":["2411-3336","2541-9404"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","dongbi-c","jufo-1","oarl","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310312695","host_organization_name":"Saint Petersburg Mining University","host_organization_lineage":["https://openalex.org/P4310312695"],"host_organization_lineage_names":["Saint Petersburg Mining University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2411-3336","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.8485000133514404,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"},{"score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7204064736.pdf","grobid_xml":"https://content.openalex.org/works/W7204064736.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W2791356959","https://openalex.org/W2996119593","https://openalex.org/W3087836484","https://openalex.org/W3111473594","https://openalex.org/W3210204516","https://openalex.org/W4200220944","https://openalex.org/W4205571213","https://openalex.org/W4214674542","https://openalex.org/W4220674345","https://openalex.org/W4225763337","https://openalex.org/W4281610836","https://openalex.org/W4281677254","https://openalex.org/W4281884876","https://openalex.org/W4283316316","https://openalex.org/W4283698627","https://openalex.org/W4291009280","https://openalex.org/W4292291427","https://openalex.org/W4292827662","https://openalex.org/W4294956051","https://openalex.org/W4296021822","https://openalex.org/W4306149342","https://openalex.org/W4309221972","https://openalex.org/W4309848855","https://openalex.org/W4310154744","https://openalex.org/W4311859182","https://openalex.org/W4313327939","https://openalex.org/W4313469902","https://openalex.org/W4315786513","https://openalex.org/W4315786535","https://openalex.org/W4318464897","https://openalex.org/W4319159759","https://openalex.org/W4320919284","https://openalex.org/W4321375377","https://openalex.org/W4323030698","https://openalex.org/W4323664655","https://openalex.org/W4367693433"],"related_works":["https://openalex.org/W7009940815","https://openalex.org/W4387444295","https://openalex.org/W7165926036","https://openalex.org/W4288059468","https://openalex.org/W4410838246","https://openalex.org/W7047059833","https://openalex.org/W3027183772","https://openalex.org/W7007142617","https://openalex.org/W4406149951","https://openalex.org/W4404482238"],"abstract_inverted_index":{"The":[0,172,193,222,253],"paper":[1,292],"presents":[2],"the":[3,8,21,30,35,39,44,48,56,72,79,91,95,102,107,118,122,140,145,151,229,287,291,297],"results":[4],"of":[5,7,27,38,46,50,55,75,81,94,104,109,120,124,144,155,161,164,199,228,236,255,276,302],"studies":[6,231],"predictive":[9,136],"models":[10,174,223,256,265,288],"development":[11],"based":[12,176,257],"on":[13,16,78,177,180,258],"retrospective":[14],"data":[15,179],"planned":[17,181,298],"electricity":[18,51,82,97,125,299],"consumption":[19,49,83,143,238,301],"in":[20,29,117,290,295],"region":[22],"with":[23,239,273],"a":[24,135,213,226,240,245,251,271],"significant":[25],"share":[26],"enterprises":[28],"mineral":[31],"resource":[32],"complex.":[33],"Since":[34],"energy":[36,64],"intensity":[37],"industry":[40],"remains":[41,87],"quite":[42],"high,":[43],"task":[45],"rationalizing":[47],"is":[52,66,112,131],"relevant.":[53],"One":[54],"ways":[57],"to":[58,67,90,101,113,133,250,269,285],"improve":[59],"control":[60],"accuracy":[61,103],"when":[62],"planning":[63,121],"costs":[65],"forecast":[68,272],"electrical":[69],"loads.":[70],"Despite":[71],"large":[73],"number":[74],"scientific":[76],"papers":[77],"topic":[80],"forecasting,":[84],"this":[85,110,149],"problem":[86],"relevant":[88],"due":[89],"changing":[92],"requirements":[93],"wholesale":[96],"and":[98,138,153,166,210,212,262],"power":[99,142,146,182,184,237,300,304],"market":[100],"forecasts.":[105],"Therefore,":[106],"purpose":[108],"study":[111],"support":[114],"management":[115],"decisions":[116],"process":[119],"volume":[123],"consumption.":[126],"To":[127],"realize":[128],"this,":[129],"it":[130,267,283],"necessary":[132],"create":[134],"model":[137,220],"determine":[139],"prospective":[141],"system.":[147],"For":[148],"purpose,":[150],"collection":[152],"analysis":[154],"initial":[156],"data,":[157],"their":[158,167],"preprocessing,":[159],"selection":[160],"features,":[162],"creation":[163],"models,":[165],"optimization":[168],"were":[169],"carried":[170],"out.":[171],"created":[173],"are":[175],"historical":[178],"consumption,":[183],"system":[185],"performance":[186],"(frequency),":[187],"as":[188,190,208,225],"well":[189],"meteorological":[191],"data.":[192],"research":[194],"methods":[195,198],"were:":[196],"ensemble":[197],"machine":[200],"learning":[201],"(random":[202],"forest,":[203],"gradient":[204,259],"boosting":[205,260],"algorithms,":[206],"such":[207],"XGBoost":[209],"CatBoost)":[211],"long":[214],"short-term":[215,234],"memory":[216],"recurrent":[217],"neural":[218,263],"network":[219,264],"(LSTM).":[221],"obtained":[224],"result":[227],"conducted":[230],"allow":[232],"creating":[233],"forecasts":[235],"fairly":[241],"high":[242],"precision":[243],"(for":[244],"period":[246],"from":[247],"one":[248],"day":[249],"week).":[252],"use":[254,294],"algorithms":[261],"made":[266],"possible":[268,284],"obtain":[270],"an":[274],"error":[275],"less":[277],"than":[278],"1":[279],"%,":[280],"which":[281],"makes":[282],"recommend":[286],"described":[289],"for":[293],"forecasting":[296],"united":[303],"systems.":[305]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-08-24T00:00:00"}