{"id":"https://openalex.org/W4409955572","doi":"https://doi.org/10.1177/14727978241302445","title":"Neural network input data calculation method based on the grey model","display_name":"Neural network input data calculation method based on the grey model","publication_year":2024,"publication_date":"2024-11-26","ids":{"openalex":"https://openalex.org/W4409955572","doi":"https://doi.org/10.1177/14727978241302445"},"language":"en","primary_location":{"id":"doi:10.1177/14727978241302445","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978241302445","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-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/A5101978204","display_name":"Xiankui Wen","orcid":"https://orcid.org/0000-0002-8451-2462"},"institutions":[{"id":"https://openalex.org/I4210145500","display_name":"Guizhou Electric Power Design and Research Institute","ror":"https://ror.org/055f13495","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210145500"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiankui Wen","raw_affiliation_strings":["Electric Power Research Institute of Guizhou Power Grid Co., Ltd., Guiyang 550002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Research Institute of Guizhou Power Grid Co., Ltd., Guiyang 550002, China","institution_ids":["https://openalex.org/I4210145500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015061573","display_name":"Ke Zhou","orcid":"https://orcid.org/0000-0002-2161-8796"},"institutions":[{"id":"https://openalex.org/I4210145500","display_name":"Guizhou Electric Power Design and Research Institute","ror":"https://ror.org/055f13495","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210145500"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ke Zhou","raw_affiliation_strings":["Electric Power Research Institute of Guizhou Power Grid Co., Ltd., Guiyang 550002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Research Institute of Guizhou Power Grid Co., Ltd., Guiyang 550002, China","institution_ids":["https://openalex.org/I4210145500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100321076","display_name":"Junwei Zhang","orcid":"https://orcid.org/0000-0002-5118-0107"},"institutions":[{"id":"https://openalex.org/I4210145500","display_name":"Guizhou Electric Power Design and Research Institute","ror":"https://ror.org/055f13495","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210145500"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junwei Zhang","raw_affiliation_strings":["Electric Power Research Institute of Guizhou Power Grid Co., Ltd., Guiyang 550002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Research Institute of Guizhou Power Grid Co., Ltd., Guiyang 550002, China","institution_ids":["https://openalex.org/I4210145500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110079977","display_name":"Yu Fu","orcid":"https://orcid.org/0000-0003-2349-7577"},"institutions":[{"id":"https://openalex.org/I4210145500","display_name":"Guizhou Electric Power Design and Research Institute","ror":"https://ror.org/055f13495","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210145500"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Fu","raw_affiliation_strings":["Electric Power Research Institute of Guizhou Power Grid Co., Ltd., Guiyang 550002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Research Institute of Guizhou Power Grid Co., Ltd., Guiyang 550002, China","institution_ids":["https://openalex.org/I4210145500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100554304","display_name":"Mingjun He","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145500","display_name":"Guizhou Electric Power Design and Research Institute","ror":"https://ror.org/055f13495","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210145500"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingjun He","raw_affiliation_strings":["Electric Power Research Institute of Guizhou Power Grid Co., Ltd., Guiyang 550002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Research Institute of Guizhou Power Grid Co., Ltd., Guiyang 550002, China","institution_ids":["https://openalex.org/I4210145500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5015061573"],"corresponding_institution_ids":["https://openalex.org/I4210145500"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33365824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"2","first_page":"1678","last_page":"1685"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9945999979972839,"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"}},"topics":[{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9945999979972839,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9883999824523926,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9848999977111816,"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/computer-science","display_name":"Computer science","score":0.6751085519790649},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5652056932449341},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4309028089046478},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35404717922210693}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6751085519790649},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5652056932449341},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4309028089046478},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35404717922210693}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/14727978241302445","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978241302445","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1983128903","https://openalex.org/W2048817830","https://openalex.org/W2072462334","https://openalex.org/W2088874310","https://openalex.org/W2411786938","https://openalex.org/W2751698537","https://openalex.org/W2996870103","https://openalex.org/W3165455002","https://openalex.org/W4361027032","https://openalex.org/W4390341740","https://openalex.org/W4391167016","https://openalex.org/W4394585959"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Artificial":[0],"neural":[1,20,107],"networks":[2,21],"are":[3,65,132],"one":[4],"of":[5,15,29,61,104,140,149,159],"the":[6,23,27,44,50,56,70,78,89,92,105,113,118,122,127,137,141,157,160],"main":[7,24],"models":[8],"for":[9,67],"predicting":[10],"PV":[11,30],"power.":[12],"The":[13,84,101,130,147],"accuracy":[14,28],"input":[16,102],"data":[17,38,63,86,98,103,115,124,154],"in":[18,163],"artificial":[19,106],"is":[22,74,99,109],"factor":[25],"affecting":[26],"power":[31,152],"prediction.":[32],"This":[33],"article":[34],"uses":[35,43],"accurate":[36],"weather":[37,52,85,114,119,123],"from":[39],"historical":[40,62,82,97,145],"measurements":[41],"and":[42,69],"grey":[45,57,128,142],"model":[46,143],"GM(1,1)":[47],"to":[48,76],"predict":[49],"current":[51],"data.":[53,83,146],"When":[54],"using":[55],"model,":[58],"multiple":[59],"lengths":[60],"sequences":[64],"selected":[66],"prediction,":[68],"average":[71],"relative":[72],"error":[73],"used":[75],"evaluate":[77],"fitting":[79,94,138],"effect":[80,95,139],"on":[81,96,136,144],"predicted":[87,116,125],"by":[88,111,117,126],"sequence":[90],"with":[91,121],"best":[93],"selected.":[100],"network":[108],"obtained":[110],"weighting":[112],"forecast":[120],"model.":[129],"weights":[131],"dynamically":[133],"adjusted":[134],"based":[135],"simulation":[148],"existing":[150],"photovoltaic":[151],"station":[153],"has":[155],"verified":[156],"effectiveness":[158],"algorithm":[161],"proposed":[162],"this":[164],"paper.":[165]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
