{"id":"https://openalex.org/W4402702878","doi":"https://doi.org/10.1109/cis-ram61939.2024.10673413","title":"The short-term photovoltaic power generation forecasting based on Fruit Fly Optimization Algorithm optimized BP neural network","display_name":"The short-term photovoltaic power generation forecasting based on Fruit Fly Optimization Algorithm optimized BP neural network","publication_year":2024,"publication_date":"2024-08-08","ids":{"openalex":"https://openalex.org/W4402702878","doi":"https://doi.org/10.1109/cis-ram61939.2024.10673413"},"language":"en","primary_location":{"id":"doi:10.1109/cis-ram61939.2024.10673413","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cis-ram61939.2024.10673413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE International Conference on Robotics, Automation and Mechatronics (RAM)","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/A5062811073","display_name":"Shaoru Zhang","orcid":"https://orcid.org/0000-0002-2063-8808"},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shaoru Zhang","raw_affiliation_strings":["Hebei Normal University,College of Engineering,Shijiazhuang,China,050024"],"affiliations":[{"raw_affiliation_string":"Hebei Normal University,College of Engineering,Shijiazhuang,China,050024","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082904387","display_name":"Haoxuan Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoxuan Zhu","raw_affiliation_strings":["Hebei Normal University,College of Engineering,Shijiazhuang,China,050024"],"affiliations":[{"raw_affiliation_string":"Hebei Normal University,College of Engineering,Shijiazhuang,China,050024","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101553572","display_name":"Likun Yang","orcid":"https://orcid.org/0000-0002-3956-1388"},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Likun Yang","raw_affiliation_strings":["Hebei Normal University,College of Engineering,Shijiazhuang,China,050024"],"affiliations":[{"raw_affiliation_string":"Hebei Normal University,College of Engineering,Shijiazhuang,China,050024","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031263846","display_name":"Zhanping Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhanping Huang","raw_affiliation_strings":["Hebei Normal University,College of Engineering,Shijiazhuang,China,050024"],"affiliations":[{"raw_affiliation_string":"Hebei Normal University,College of Engineering,Shijiazhuang,China,050024","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060673506","display_name":"Xiuju Du","orcid":null},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuju Du","raw_affiliation_strings":["Hebei Normal University,College of Engineering,Shijiazhuang,China,050024"],"affiliations":[{"raw_affiliation_string":"Hebei Normal University,College of Engineering,Shijiazhuang,China,050024","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059624873","display_name":"Jielu Zhang","orcid":"https://orcid.org/0000-0002-4321-0580"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jielu Zhang","raw_affiliation_strings":["Jiangsu Tailong Reducer Co. LTD,Taizhou,China,225400"],"affiliations":[{"raw_affiliation_string":"Jiangsu Tailong Reducer Co. LTD,Taizhou,China,225400","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111463106","display_name":"Fang Lin Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Fang Lin Luo","raw_affiliation_strings":["Nanyang Technological University (NTU),School of Electrical and Electronic Engineering,Singapore,639798"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University (NTU),School of Electrical and Electronic Engineering,Singapore,639798","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5062811073"],"corresponding_institution_ids":["https://openalex.org/I94611258"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14606623,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"50","issue":null,"first_page":"585","last_page":"590"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14444","display_name":"Power Systems and Renewable Energy","score":0.9927999973297119,"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"}},"topics":[{"id":"https://openalex.org/T14444","display_name":"Power Systems and Renewable Energy","score":0.9927999973297119,"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"}},{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.978600025177002,"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":0.9704999923706055,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7546551823616028},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.7027518153190613},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6780372262001038},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5985143184661865},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.522733747959137},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.48855671286582947},{"id":"https://openalex.org/keywords/on-the-fly","display_name":"On the fly","score":0.47162699699401855},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3404858708381653},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3288760185241699},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2639864981174469},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2035498023033142},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13219857215881348},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12818551063537598}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7546551823616028},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.7027518153190613},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6780372262001038},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5985143184661865},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.522733747959137},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.48855671286582947},{"id":"https://openalex.org/C2781020372","wikidata":"https://www.wikidata.org/wiki/Q533093","display_name":"On the fly","level":2,"score":0.47162699699401855},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3404858708381653},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3288760185241699},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2639864981174469},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2035498023033142},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13219857215881348},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12818551063537598},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cis-ram61939.2024.10673413","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cis-ram61939.2024.10673413","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE International Conference on Robotics, Automation and Mechatronics (RAM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321948","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2039186158","https://openalex.org/W2075519825","https://openalex.org/W2093195672","https://openalex.org/W2506026375","https://openalex.org/W2750762343","https://openalex.org/W2788148336","https://openalex.org/W3134570487","https://openalex.org/W4320521738","https://openalex.org/W4388750484","https://openalex.org/W4389085631","https://openalex.org/W4392973650"],"related_works":["https://openalex.org/W2386968573","https://openalex.org/W2395064349","https://openalex.org/W2034374297","https://openalex.org/W2382628689","https://openalex.org/W2766130412","https://openalex.org/W2526730640","https://openalex.org/W2351171996","https://openalex.org/W2983370139","https://openalex.org/W2057543190","https://openalex.org/W2612874294"],"abstract_inverted_index":{"Accurately":[0],"predicting":[1],"photovoltaic":[2,39,65,130],"power":[3,13,40,66,131],"generation":[4,67],"is":[5],"crucial":[6],"for":[7,38,129],"ensuring":[8],"the":[9,23,60,74,114,121,126],"safe":[10],"operation":[11],"of":[12,25,91,125],"grids":[14],"and":[15,20,68,89,106,137],"advancing":[16],"solar":[17],"energy":[18],"development":[19],"utilization.":[21],"For":[22],"issue":[24],"large":[26],"errors":[27],"in":[28],"current":[29],"prediction":[30,116,123],"methods,":[31],"this":[32],"paper":[33],"introduces":[34],"a":[35,85],"forecasting":[36],"method":[37,43],"generation.":[41],"The":[42],"utilizes":[44],"Fruit":[45,79,100],"Fly":[46,80,101],"Optimization":[47],"Algorithm":[48,81,102],"(FOA)":[49],"to":[50,103,113],"optimize":[51,104],"Back":[52],"Propagation":[53],"(BP)":[54],"neural":[55,110],"network.":[56],"This":[57],"involves":[58],"analyzing":[59],"correlations":[61],"among":[62],"factors":[63],"impacting":[64],"selecting":[69],"relevant":[70],"meteorological":[71],"data":[72],"via":[73],"Pearson":[75],"correlation":[76],"coefficient":[77],"method.":[78],"demonstrates":[82],"rapid":[83],"convergence,":[84],"minimal":[86],"parameter":[87],"set":[88],"ease":[90],"adjustment,":[92],"rendering":[93],"it":[94],"applicable":[95],"across":[96],"various":[97],"domains.":[98],"Employing":[99],"weights":[105],"thresholds":[107],"within":[108],"BP":[109],"network":[111],"leads":[112],"final":[115],"outcomes.":[117],"Simulation":[118],"results":[119],"confirm":[120],"superior":[122],"accuracy":[124],"FOA-BP":[127],"model":[128],"generation,":[132],"particularly":[133],"during":[134],"spring,":[135],"autumn":[136],"winter,":[138],"showcasing":[139],"its":[140],"practical":[141],"utility.":[142]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
