{"id":"https://openalex.org/W4308094111","doi":"https://doi.org/10.1109/roedunet57163.2022.9921070","title":"Solar Power Prediction Based on Weather Forecast","display_name":"Solar Power Prediction Based on Weather Forecast","publication_year":2022,"publication_date":"2022-09-15","ids":{"openalex":"https://openalex.org/W4308094111","doi":"https://doi.org/10.1109/roedunet57163.2022.9921070"},"language":"en","primary_location":{"id":"doi:10.1109/roedunet57163.2022.9921070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/roedunet57163.2022.9921070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 21st RoEduNet Conference: Networking in Education and Research (RoEduNet)","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/A5067230982","display_name":"Florin B. Manolache","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Florin B. Manolache","raw_affiliation_strings":["Carnegie Mellon University,Pittsburgh,Pennsylvania,USA","Carnegie Mellon University, Pittsburgh, Pennsylvania, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University,Pittsburgh,Pennsylvania,USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089559407","display_name":"Octavian Rusu","orcid":null},"institutions":[{"id":"https://openalex.org/I138164181","display_name":"Alexandru Ioan Cuza University","ror":"https://ror.org/022kvet57","country_code":"RO","type":"education","lineage":["https://openalex.org/I138164181"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Octavian Rusu","raw_affiliation_strings":["Alexandru Ioan Cuza University,Iasi,Romania","Alexandru Ioan Cuza University, Iasi, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alexandru Ioan Cuza University,Iasi,Romania","institution_ids":["https://openalex.org/I138164181"]},{"raw_affiliation_string":"Alexandru Ioan Cuza University, Iasi, Romania","institution_ids":["https://openalex.org/I138164181"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5067230982"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12278256,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.994700014591217,"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/T14444","display_name":"Power Systems and Renewable Energy","score":0.992900013923645,"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/computer-science","display_name":"Computer science","score":0.6713369488716125},{"id":"https://openalex.org/keywords/weather-prediction","display_name":"Weather prediction","score":0.6404764652252197},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.610928475856781},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5635433197021484},{"id":"https://openalex.org/keywords/weather-forecasting","display_name":"Weather forecasting","score":0.5400209426879883},{"id":"https://openalex.org/keywords/numerical-weather-prediction","display_name":"Numerical weather prediction","score":0.533315122127533},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.510279655456543},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.49000993371009827},{"id":"https://openalex.org/keywords/space-weather","display_name":"Space weather","score":0.4699592590332031},{"id":"https://openalex.org/keywords/solar-power","display_name":"Solar power","score":0.4403616189956665},{"id":"https://openalex.org/keywords/predictive-power","display_name":"Predictive power","score":0.4380282163619995},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4284267723560333},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4229256510734558},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.41375425457954407},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41313907504081726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38261285424232483},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.27214640378952026},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.19314604997634888},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14092853665351868}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6713369488716125},{"id":"https://openalex.org/C2987469573","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather prediction","level":2,"score":0.6404764652252197},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.610928475856781},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5635433197021484},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.5400209426879883},{"id":"https://openalex.org/C147947694","wikidata":"https://www.wikidata.org/wiki/Q837552","display_name":"Numerical weather prediction","level":2,"score":0.533315122127533},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.510279655456543},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.49000993371009827},{"id":"https://openalex.org/C151325931","wikidata":"https://www.wikidata.org/wiki/Q584093","display_name":"Space weather","level":2,"score":0.4699592590332031},{"id":"https://openalex.org/C2777618391","wikidata":"https://www.wikidata.org/wiki/Q1483757","display_name":"Solar power","level":3,"score":0.4403616189956665},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.4380282163619995},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4284267723560333},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4229256510734558},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.41375425457954407},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41313907504081726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38261285424232483},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27214640378952026},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.19314604997634888},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14092853665351868},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/roedunet57163.2022.9921070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/roedunet57163.2022.9921070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 21st RoEduNet Conference: Networking in Education and Research (RoEduNet)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2321020009","https://openalex.org/W3021464272","https://openalex.org/W3081577063","https://openalex.org/W4385699815","https://openalex.org/W2787716671","https://openalex.org/W4320929292","https://openalex.org/W3205399638","https://openalex.org/W4385749727","https://openalex.org/W2921756899","https://openalex.org/W2953762630"],"abstract_inverted_index":{"Prediction":[0],"of":[1,48,101],"an":[2,53,102,107],"evolving":[3],"system":[4],"behavior":[5],"based":[6,41,65],"on":[7,42,66,106],"a":[8,30,59,77],"sparse":[9],"historic":[10],"data":[11],"set":[12],"is":[13,40,63],"hardly":[14],"achievable":[15],"with":[16],"current":[17],"artificial":[18],"intelligence":[19],"concepts,":[20],"even":[21],"if":[22],"using":[23],"massive":[24],"computing":[25],"power.":[26],"This":[27],"paper":[28],"presents":[29],"novel":[31],"prediction":[32,94,115],"technique":[33,39],"for":[34],"such":[35],"difficult":[36],"cases.":[37],"The":[38,74],"local":[43],"regression":[44],"and":[45,85],"dimensional":[46],"splitting":[47],"the":[49,55,67,87,99,114],"parameter":[50],"space.":[51],"As":[52],"application,":[54],"power":[56],"generated":[57],"by":[58],"generic":[60],"solar":[61],"cell":[62],"predicted,":[64],"weather":[68],"forecast":[69],"obtained":[70],"from":[71],"public":[72],"sources.":[73],"algorithm":[75],"maintains":[76],"good":[78,83],"balance":[79],"between":[80],"generating":[81],"reasonably":[82],"predictions":[84],"keeping":[86],"computation":[88],"needs":[89],"very":[90],"low.":[91],"Several":[92],"common":[93],"strategies":[95],"are":[96,110],"compared,":[97],"proving":[98],"superiority":[100],"adaptive":[103],"approach.":[104],"Measurements":[105],"experimental":[108],"device":[109],"used":[111],"to":[112],"validate":[113],"technique.":[116]},"counts_by_year":[],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}
