{"id":"https://openalex.org/W4414360211","doi":"https://doi.org/10.24963/ijcai.2025/1101","title":"MCloudNet: An Ultra-Short-Term Photovoltaic Power Forecasting Framework With Multi-Layer Cloud Coverage","display_name":"MCloudNet: An Ultra-Short-Term Photovoltaic Power Forecasting Framework With Multi-Layer Cloud Coverage","publication_year":2025,"publication_date":"2025-09-01","ids":{"openalex":"https://openalex.org/W4414360211","doi":"https://doi.org/10.24963/ijcai.2025/1101"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2025/1101","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/1101","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","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/A5075077562","display_name":"Meng Wan","orcid":"https://orcid.org/0000-0001-5965-6272"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]},{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Meng Wan","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences","University of Science and Technology Beijing"],"affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210108629"]},{"raw_affiliation_string":"University of Science and Technology Beijing","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012107739","display_name":"Tiantian Liu","orcid":"https://orcid.org/0000-0001-6743-6042"},"institutions":[{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiantian Liu","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences","University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210108629"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071522984","display_name":"Yalan Bi","orcid":"https://orcid.org/0000-0002-1992-7397"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxuan Bi","raw_affiliation_strings":["North China Electric Power University"],"affiliations":[{"raw_affiliation_string":"North China Electric Power University","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037237122","display_name":"Jue Wang","orcid":"https://orcid.org/0000-0001-5573-9986"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]},{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jue Wang","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences","University of Chinese Academy of Sciences","University of Science and Technology Beijing"],"affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210108629"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"University of Science and Technology Beijing","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011853980","display_name":"Hui Cui","orcid":"https://orcid.org/0000-0002-5820-2233"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Cui","raw_affiliation_strings":["China Unicom Software Research Institute"],"affiliations":[{"raw_affiliation_string":"China Unicom Software Research Institute","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085476174","display_name":"Rongqiang Cao","orcid":"https://orcid.org/0000-0002-9736-5940"},"institutions":[{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongqiang Cao","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences","University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210108629"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100784264","display_name":"Jiaxiang Wang","orcid":"https://orcid.org/0000-0003-3059-798X"},"institutions":[{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]},{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxiang Wang","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences","University of Chinese Academy of Sciences","University of Science and Technology Beijing"],"affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210108629"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"University of Science and Technology Beijing","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101483396","display_name":"Peng Shi","orcid":"https://orcid.org/0000-0002-5349-6383"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Shi","raw_affiliation_strings":["University of Science and Technology Beijing"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology Beijing","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012495474","display_name":"Ningming Nie","orcid":"https://orcid.org/0000-0002-6254-0147"},"institutions":[{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ningming Nie","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences","University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210108629"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100758518","display_name":"Yangang Wang","orcid":"https://orcid.org/0000-0002-1325-9252"},"institutions":[{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangang Wang","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences","University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210108629"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5075077562"],"corresponding_institution_ids":["https://openalex.org/I4210108629","https://openalex.org/I92403157"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26859607,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"9908","last_page":"9917"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9958000183105469,"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":0.9958000183105469,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9864000082015991,"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/T12368","display_name":"Grey System Theory Applications","score":0.9546999931335449,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.6797999739646912},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.47690001130104065},{"id":"https://openalex.org/keywords/poverty","display_name":"Poverty","score":0.4643000066280365},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.44130000472068787},{"id":"https://openalex.org/keywords/energy-poverty","display_name":"Energy poverty","score":0.42010000348091125},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.39820000529289246},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.39410001039505005},{"id":"https://openalex.org/keywords/sustainable-development","display_name":"Sustainable development","score":0.3928000032901764}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.6797999739646912},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.47690001130104065},{"id":"https://openalex.org/C189326681","wikidata":"https://www.wikidata.org/wiki/Q10294","display_name":"Poverty","level":2,"score":0.4643000066280365},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.44130000472068787},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.42329999804496765},{"id":"https://openalex.org/C2777416314","wikidata":"https://www.wikidata.org/wiki/Q1341244","display_name":"Energy poverty","level":4,"score":0.42010000348091125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4106999933719635},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.39820000529289246},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.39410001039505005},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.3928000032901764},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.3831999897956848},{"id":"https://openalex.org/C2777618391","wikidata":"https://www.wikidata.org/wiki/Q1483757","display_name":"Solar power","level":3,"score":0.37310001254081726},{"id":"https://openalex.org/C2778970885","wikidata":"https://www.wikidata.org/wiki/Q3587607","display_name":"Rural electrification","level":4,"score":0.3125},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3111000061035156},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.30410000681877136},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.2994999885559082},{"id":"https://openalex.org/C129047720","wikidata":"https://www.wikidata.org/wiki/Q175185","display_name":"Rural area","level":2,"score":0.2946999967098236},{"id":"https://openalex.org/C205537798","wikidata":"https://www.wikidata.org/wiki/Q1277161","display_name":"Extreme weather","level":3,"score":0.2937999963760376},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.287200003862381},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.27559998631477356},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.2745000123977661},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2671000063419342},{"id":"https://openalex.org/C2982926626","wikidata":"https://www.wikidata.org/wiki/Q1962383","display_name":"Sustainable energy","level":3,"score":0.257999986410141},{"id":"https://openalex.org/C2778452349","wikidata":"https://www.wikidata.org/wiki/Q19708004","display_name":"Rural poverty","level":3,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2025/1101","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/1101","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Over":[0],"4.15":[1],"million":[2,140,148],"low-income":[3],"households":[4],"across":[5,108],"nearly":[6],"60,000":[7],"villages":[8],"in":[9,53,69,104,114,127,150],"China":[10],"benefit":[11],"from":[12,79],"photovoltaic":[13],"(PV)":[14],"poverty":[15],"alleviation":[16],"power":[17,160],"stations.":[18,111],"However,":[19],"weak":[20],"infrastructure":[21],"and":[22,47,82,93,119,145,162,176],"limited":[23],"capabilities":[24],"make":[25],"these":[26],"systems":[27],"vulnerable":[28],"to":[29,42,45,64,89],"fluctuations.":[30],"One":[31],"of":[32,142],"the":[33,122,134],"United":[34],"Nations'":[35],"Sustainable":[36],"Development":[37],"Goals":[38],"(SDG":[39],"7)":[40],"seeks":[41],"ensure":[43],"access":[44],"affordable":[46],"reliable":[48],"energy":[49,165],"for":[50,125],"all,":[51],"especially":[52],"underdeveloped":[54,128],"regions.":[55],"This":[56],"paper":[57],"proposes":[58],"MCloudNet,":[59],"a":[60],"multi-modal":[61],"framework":[62],"designed":[63],"improve":[65],"ultra-short-term":[66],"PV":[67,110],"prediction":[68,91],"data-scarce,":[70],"cloud-dynamic":[71],"environments.":[72],"MCloudNet":[73,100,167],"explicitly":[74],"models":[75],"multi-layer":[76],"cloud":[77],"structures":[78],"satellite":[80],"imagery":[81],"fuses":[83],"them":[84],"with":[85,99],"time-series":[86],"meteorological":[87],"data":[88],"enhance":[90],"accuracy":[92],"interpretability.":[94],"A":[95],"province-level":[96],"dispatch":[97],"system":[98,135],"has":[101,136],"been":[102],"deployed":[103],"Hebei,":[105],"supporting":[106],"scheduling":[107],"rural":[109,156,164],"Experiments":[112],"conducted":[113],"counties":[115],"such":[116,171],"as":[117,172],"Shexian":[118],"Luxi":[120],"highlight":[121],"framework's":[123],"effectiveness":[124],"use":[126],"micro-grids.":[129],"Operational":[130],"results":[131],"show":[132],"that":[133],"reduced":[137],"over":[138],"60":[139],"kWh":[141],"solar":[143],"curtailment":[144],"generated":[146],"24":[147],"CNY":[149],"economic":[151],"value,":[152],"benefiting":[153],"approximately":[154],"50,000":[155],"households.":[157],"By":[158],"minimizing":[159],"fluctuations":[161],"improving":[163],"scheduling,":[166],"supports":[168],"essential":[169],"services":[170],"lighting,":[173],"medical":[174],"facilities,":[175],"communications.":[177],"The":[178],"source":[179],"code":[180],"is":[181],"available":[182],"at:":[183],"https://github.com/AI4SClab/MCloudNet.":[184]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}