{"id":"https://openalex.org/W4386447142","doi":"https://doi.org/10.1109/ispds58840.2023.10235417","title":"BP Neural Network-Assisted Power Prediction for Photovoltaic Power Station","display_name":"BP Neural Network-Assisted Power Prediction for Photovoltaic Power Station","publication_year":2023,"publication_date":"2023-07-14","ids":{"openalex":"https://openalex.org/W4386447142","doi":"https://doi.org/10.1109/ispds58840.2023.10235417"},"language":"en","primary_location":{"id":"doi:10.1109/ispds58840.2023.10235417","doi":"https://doi.org/10.1109/ispds58840.2023.10235417","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ispds58840.2023.10235417","pdf_url":null,"source":{"id":"https://openalex.org/S7407088239","display_name":"International Conference on Information Science, Parallel and Distributed Systems (ISPDS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 4th International Conference on Information Science, Parallel and Distributed Systems (ISPDS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5008958655","display_name":"Xiaozhi Deng","orcid":"https://orcid.org/0009-0002-8083-9465","observed_orcids":["https://orcid.org/0009-0002-8083-9465"]},"institutions":[{"id":"https://openalex.org/I4405272762","display_name":"Guangdong Power Grid Company (China)","ror":"https://ror.org/04p8atc80","country_code":"CN","type":"company","lineage":["https://openalex.org/I4405272762"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaozhi Deng","raw_affiliation_strings":["Guangdong Power Grid Co., Ltd. Power Dispatching Control Center,Communication Management Department,Guangdong,China","Communication Management Department, Guangdong Power Grid Co., Ltd. Power Dispatching Control Center, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Power Grid Co., Ltd. Power Dispatching Control Center,Communication Management Department,Guangdong,China","institution_ids":["https://openalex.org/I4405272762"]},{"raw_affiliation_string":"Communication Management Department, Guangdong Power Grid Co., Ltd. Power Dispatching Control Center, Guangdong, China","institution_ids":["https://openalex.org/I4405272762"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100649626","display_name":"Bo Li","orcid":"https://orcid.org/0000-0002-0764-340X","observed_orcids":["https://orcid.org/0000-0002-0764-340X"]},"institutions":[{"id":"https://openalex.org/I4405272762","display_name":"Guangdong Power Grid Company (China)","ror":"https://ror.org/04p8atc80","country_code":"CN","type":"company","lineage":["https://openalex.org/I4405272762"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Li","raw_affiliation_strings":["Guangdong Power Grid Co., Ltd. Power Dispatching Control Center,Communication Management Department,Guangdong,China","Communication Management Department, Guangdong Power Grid Co., Ltd. Power Dispatching Control Center, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Power Grid Co., Ltd. Power Dispatching Control Center,Communication Management Department,Guangdong,China","institution_ids":["https://openalex.org/I4405272762"]},{"raw_affiliation_string":"Communication Management Department, Guangdong Power Grid Co., Ltd. Power Dispatching Control Center, Guangdong, China","institution_ids":["https://openalex.org/I4405272762"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026566203","display_name":"Zhihua Alex Yang","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhihua Yang","raw_affiliation_strings":["Guangdong Electric Power Communication Technology Co. Ltd.,Science Innovation Department,Guangdong,China","Science Innovation Department, Guangdong Electric Power Communication Technology Co. Ltd., Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Electric Power Communication Technology Co. Ltd.,Science Innovation Department,Guangdong,China","institution_ids":[]},{"raw_affiliation_string":"Science Innovation Department, Guangdong Electric Power Communication Technology Co. Ltd., Guangdong, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101966220","display_name":"Xin Qian","orcid":"https://orcid.org/0000-0002-4889-0319","observed_orcids":["https://orcid.org/0000-0002-4889-0319"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xin Qian","raw_affiliation_strings":["Guangdong Electric Power Communication Technology Co. Ltd.,Science Innovation Department,Guangdong,China","Science Innovation Department, Guangdong Electric Power Communication Technology Co. Ltd., Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Electric Power Communication Technology Co. Ltd.,Science Innovation Department,Guangdong,China","institution_ids":[]},{"raw_affiliation_string":"Science Innovation Department, Guangdong Electric Power Communication Technology Co. Ltd., Guangdong, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5847,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51432881,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"202","last_page":"205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9887999892234802,"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"}},"topics":[{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9887999892234802,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.004900000058114529,"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/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.004800000227987766,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/solar-power-forecasting","display_name":"photovoltaic power forecasting","score":0.8930000066757202},{"id":"https://openalex.org/keywords/back-propagation-neural-network","display_name":"BP neural network","score":0.8270000219345093},{"id":"https://openalex.org/keywords/grid-connection","display_name":"grid connection","score":0.6880000233650208},{"id":"https://openalex.org/keywords/prediction-accuracy","display_name":"prediction accuracy","score":0.8360000252723694},{"id":"https://openalex.org/keywords/grid-stability","display_name":"grid stability","score":0.4429999887943268}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.7430192828178406},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7315253615379333},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.6671463847160339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5882986187934875},{"id":"https://openalex.org/C2780685028","wikidata":"https://www.wikidata.org/wiki/Q1096907","display_name":"Grid connection","level":3,"score":0.47585317492485046},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.44843074679374695},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.42155855894088745},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32041895389556885},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31678006052970886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2628413140773773},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.21481767296791077},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ispds58840.2023.10235417","doi":"https://doi.org/10.1109/ispds58840.2023.10235417","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ispds58840.2023.10235417","pdf_url":null,"source":{"id":"https://openalex.org/S7407088239","display_name":"International Conference on Information Science, Parallel and Distributed Systems (ISPDS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 4th International Conference on Information Science, Parallel and Distributed Systems (ISPDS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":1.0},{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6773999929428101},{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.4399999976158142}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2513823490","https://openalex.org/W2587123211","https://openalex.org/W2788786189","https://openalex.org/W2801596954","https://openalex.org/W2897446518","https://openalex.org/W2945450615","https://openalex.org/W2955967879","https://openalex.org/W2964321282","https://openalex.org/W2969690146","https://openalex.org/W2999628933","https://openalex.org/W3015600566","https://openalex.org/W3079376851","https://openalex.org/W3129738317","https://openalex.org/W3158422704","https://openalex.org/W3179856034","https://openalex.org/W3217271812","https://openalex.org/W4211235681","https://openalex.org/W4214893902","https://openalex.org/W4223565678","https://openalex.org/W4283011934","https://openalex.org/W4288754156","https://openalex.org/W4290997370","https://openalex.org/W4294982795"],"related_works":["https://openalex.org/W4366087107","https://openalex.org/W3089408632","https://openalex.org/W4406355858","https://openalex.org/W4200577706","https://openalex.org/W2547448023","https://openalex.org/W2383877037","https://openalex.org/W2899529671","https://openalex.org/W2353432014","https://openalex.org/W4386487232","https://openalex.org/W2791958283"],"abstract_inverted_index":{"The":[0],"power":[1,6,28,32,55,60,68,80,85,94,103],"prediction":[2,29,40,56,69,81,95,116],"of":[3,14,38,111],"photovoltaic":[4],"(PV)":[5],"generation":[7],"is":[8,87,97],"important":[9],"to":[10,99],"reduce":[11],"the":[12,20,27,36,44,79,90,108,112],"impact":[13],"PV":[15,31,59,84,102],"grid":[16],"connection":[17],"and":[18,23,66],"maintain":[19],"grid's":[21],"secure":[22],"stable":[24],"operation.":[25],"However,":[26],"for":[30,58,83],"station":[33,86],"still":[34],"has":[35],"problem":[37],"poor":[39],"accuracy.":[41],"To":[42],"address":[43],"problem,":[45],"this":[46],"paper":[47],"proposes":[48],"a":[49,73],"back":[50],"propagation":[51],"(BP)":[52],"neural":[53,75,92],"network-assisted":[54,93],"method":[57],"station,":[61],"which":[62],"can":[63],"achieve":[64],"realtime":[65],"high-accuracy":[67],"by":[70],"effectively":[71],"training":[72],"BP":[74,91],"network":[76],"model.":[77],"First,":[78],"architecture":[82],"constructed.":[88],"Then,":[89],"algorithm":[96,114],"proposed":[98,113],"provide":[100],"accurate":[101],"prediction.":[104],"Simulation":[105],"results":[106],"demonstrate":[107],"superior":[109],"performance":[110],"in":[115],"deviation.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-09-06T00:00:00"}