{"id":"https://openalex.org/W4318474369","doi":"https://doi.org/10.1080/08839514.2023.2166705","title":"Biogeography-based Optimization of Artificial Neural Network (BBO-ANN) for Solar Radiation Forecasting","display_name":"Biogeography-based Optimization of Artificial Neural Network (BBO-ANN) for Solar Radiation Forecasting","publication_year":2023,"publication_date":"2023-01-30","ids":{"openalex":"https://openalex.org/W4318474369","doi":"https://doi.org/10.1080/08839514.2023.2166705"},"language":"en","primary_location":{"id":"doi:10.1080/08839514.2023.2166705","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839514.2023.2166705","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839514.2023.2166705?download=true","source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839514.2023.2166705?download=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020528670","display_name":"Ajay Kumar Bansal","orcid":"https://orcid.org/0000-0002-5964-5992"},"institutions":[{"id":"https://openalex.org/I4210133503","display_name":"Central University of Haryana","ror":"https://ror.org/03mtwkv54","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210133503"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ajay Kumar Bansal","raw_affiliation_strings":["Department of Electrical Engineering, Central University of Haryana, Mahendergarh, Haryana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Central University of Haryana, Mahendergarh, Haryana, India","institution_ids":["https://openalex.org/I4210133503"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085468431","display_name":"Virendra Sangtani","orcid":"https://orcid.org/0000-0002-7852-634X"},"institutions":[{"id":"https://openalex.org/I4210145362","display_name":"Institute of Technology Management","ror":"https://ror.org/03c4qaa56","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1340206300","https://openalex.org/I4210145362","https://openalex.org/I4210150591"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Virendra Swaroop Sangtani","raw_affiliation_strings":["Department of Electrical Engineering, Swami Keshvanand Institute of Technology, Management and Gramothan, Jaipur, Rajasthan, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Swami Keshvanand Institute of Technology, Management and Gramothan, Jaipur, Rajasthan, India","institution_ids":["https://openalex.org/I4210145362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026191243","display_name":"Pankaj Dadheech","orcid":"https://orcid.org/0000-0001-5783-1989"},"institutions":[{"id":"https://openalex.org/I4210145362","display_name":"Institute of Technology Management","ror":"https://ror.org/03c4qaa56","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1340206300","https://openalex.org/I4210145362","https://openalex.org/I4210150591"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pankaj Dadheech","raw_affiliation_strings":["Department of Computer Science and Engineering, Swami Keshvanand Institute of Technology, Management and Gramothan, Jaipur, Rajasthan, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Swami Keshvanand Institute of Technology, Management and Gramothan, Jaipur, Rajasthan, India","institution_ids":["https://openalex.org/I4210145362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072569465","display_name":"Nagender Aneja","orcid":"https://orcid.org/0000-0003-4681-6411"},"institutions":[{"id":"https://openalex.org/I189462010","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86","country_code":"BN","type":"education","lineage":["https://openalex.org/I189462010"]}],"countries":["BN"],"is_corresponding":false,"raw_author_name":"Nagender Aneja","raw_affiliation_strings":["School of Digital Science, Univerisiti Brunei Darussalam, Darussalam, Brunei"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Digital Science, Univerisiti Brunei Darussalam, Darussalam, Brunei","institution_ids":["https://openalex.org/I189462010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013861293","display_name":"Umar Yahya","orcid":"https://orcid.org/0000-0002-4255-0364"},"institutions":[{"id":"https://openalex.org/I185474147","display_name":"Islamic University in Uganda","ror":"https://ror.org/03ph49z03","country_code":"UG","type":"education","lineage":["https://openalex.org/I185474147"]}],"countries":["UG"],"is_corresponding":true,"raw_author_name":"Umar Yahya","raw_affiliation_strings":["Department of Computer Science and Information Technology, Faculty of Science, Islamic University in Uganda, Kampala, Uganda"],"raw_orcid":"https://orcid.org/0000-0002-4255-0364","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, Faculty of Science, Islamic University in Uganda, Kampala, Uganda","institution_ids":["https://openalex.org/I185474147"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5013861293"],"corresponding_institution_ids":["https://openalex.org/I185474147"],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":{"value":2195,"currency":"USD","value_usd":2195},"fwci":1.8536,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.87821829,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"37","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":1.0,"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":1.0,"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":0.9988999962806702,"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":0.9980999827384949,"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":0.7362895011901855},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7140346765518188},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.6992574334144592},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.601791501045227},{"id":"https://openalex.org/keywords/mean-absolute-percentage-error","display_name":"Mean absolute percentage error","score":0.5560834407806396},{"id":"https://openalex.org/keywords/solar-energy","display_name":"Solar energy","score":0.46934759616851807},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.43811389803886414},{"id":"https://openalex.org/keywords/solar-power","display_name":"Solar power","score":0.41328707337379456},{"id":"https://openalex.org/keywords/islanding","display_name":"Islanding","score":0.41240304708480835},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3871955871582031},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3330446481704712},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3213651776313782},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"Distributed generation","score":0.19156122207641602},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11936131119728088},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10822096467018127},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09469810128211975}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7362895011901855},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7140346765518188},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6992574334144592},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.601791501045227},{"id":"https://openalex.org/C150217764","wikidata":"https://www.wikidata.org/wiki/Q6803607","display_name":"Mean absolute percentage error","level":3,"score":0.5560834407806396},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.46934759616851807},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.43811389803886414},{"id":"https://openalex.org/C2777618391","wikidata":"https://www.wikidata.org/wiki/Q1483757","display_name":"Solar power","level":3,"score":0.41328707337379456},{"id":"https://openalex.org/C2778675665","wikidata":"https://www.wikidata.org/wiki/Q1308552","display_name":"Islanding","level":4,"score":0.41240304708480835},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3871955871582031},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3330446481704712},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3213651776313782},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.19156122207641602},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11936131119728088},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10822096467018127},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09469810128211975},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/08839514.2023.2166705","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839514.2023.2166705","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839514.2023.2166705?download=true","source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:34d98530039f45bf8a42aef1802206ce","is_oa":true,"landing_page_url":"https://doaj.org/article/34d98530039f45bf8a42aef1802206ce","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Artificial Intelligence, Vol 37, Iss 1 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/08839514.2023.2166705","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839514.2023.2166705","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839514.2023.2166705?download=true","source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4318474369.pdf","grobid_xml":"https://content.openalex.org/works/W4318474369.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1790870804","https://openalex.org/W1966490307","https://openalex.org/W1972134622","https://openalex.org/W1981571476","https://openalex.org/W1989941321","https://openalex.org/W1991338338","https://openalex.org/W2017732481","https://openalex.org/W2019777260","https://openalex.org/W2024787682","https://openalex.org/W2029602541","https://openalex.org/W2030925139","https://openalex.org/W2050379260","https://openalex.org/W2060492033","https://openalex.org/W2062094868","https://openalex.org/W2074416932","https://openalex.org/W2075811780","https://openalex.org/W2086458943","https://openalex.org/W2087079928","https://openalex.org/W2089487480","https://openalex.org/W2093608477","https://openalex.org/W2123468157","https://openalex.org/W2161934507","https://openalex.org/W2168081761","https://openalex.org/W2169156039","https://openalex.org/W2200314393","https://openalex.org/W2222420182","https://openalex.org/W2226936720","https://openalex.org/W2278589437","https://openalex.org/W2283737367","https://openalex.org/W2326630032","https://openalex.org/W2339636646","https://openalex.org/W2413982009","https://openalex.org/W2472069498","https://openalex.org/W2534034224","https://openalex.org/W2569349941","https://openalex.org/W2760948241","https://openalex.org/W2794078445","https://openalex.org/W2801483154","https://openalex.org/W2808855524","https://openalex.org/W2887695198","https://openalex.org/W2926638463","https://openalex.org/W2963928450","https://openalex.org/W3005829171","https://openalex.org/W3089614539","https://openalex.org/W3213780069"],"related_works":["https://openalex.org/W2055015788","https://openalex.org/W3199607909","https://openalex.org/W3120797817","https://openalex.org/W2907976155","https://openalex.org/W4379207511","https://openalex.org/W2505141013","https://openalex.org/W3090120914","https://openalex.org/W2591588891","https://openalex.org/W3088961008","https://openalex.org/W4281650189"],"abstract_inverted_index":{"Renewable":[0],"energy":[1,9],"can":[2,13,167],"help":[3],"India\u2019s":[4,106],"economy":[5],"and":[6,12,25,28,49,60,90,97,123,182,195],"society.":[7],"Solar":[8,20,32],"is":[10,84,152],"everywhere":[11],"be":[14],"used":[15,94,117],"anywhere,":[16],"making":[17],"it":[18,174],"popular.":[19],"energy\u2019s":[21],"drawbacks":[22],"are":[23,93],"weather":[24,109],"environmental":[26],"dependencies":[27],"solar":[29,41,52],"radiation":[30,53],"variations.":[31],"Radiation":[33],"Forecasting":[34],"(SRF)":[35],"reduces":[36],"this":[37,87,140,165],"drawback.":[38],"SRF":[39,65,83,157,161],"eliminates":[40],"power":[42,58],"generation":[43,59],"variations,":[44],"grid":[45,61],"overvoltage,":[46],"reverse":[47],"current,":[48],"islanding.":[50],"Short-term":[51],"forecasts":[54,184],"improve":[55],"photovoltaic":[56],"(PV)":[57],"connection.":[62],"Previous":[63],"promising":[64,153],"studies":[66],"often":[67],"fail":[68],"to":[69,71,95,113,121,155,170,177],"generalize":[70,168],"new":[72,171],"data.":[73],"A":[74],"biogeography-based":[75,118],"optimization":[76,119],"artificial":[77,129],"neural":[78,130],"network":[79],"(BBO-ANN)":[80],"model":[81,137,162],"for":[82],"proposed":[85],"in":[86,139,164],"work.":[88],"5-year":[89],"6-year":[91],"data":[92,102,172],"train":[96],"validate":[98],"the":[99,125,186,193],"model.":[100],"The":[101,135,159],"was":[103,175],"collected":[104],"from":[105,111],"Jaipur":[107],"Rajasthan":[108],"station":[110],"2014":[112],"2019.":[114],"This":[115],"work":[116,166],"(BBO)":[120],"optimize":[122],"adjust":[124],"inertia":[126],"weight":[127],"of":[128,149],"networks":[131],"(ANN)":[132],"during":[133,192],"training.":[134],"BBO-ANN":[136,160],"developed":[138],"study":[141],"had":[142],"a":[143],"Mean":[144],"Absolute":[145],"Percentage":[146],"Error":[147],"(MAPE)":[148],"3.55%,":[150],"which":[151],"compared":[154],"previous":[156],"studies.":[158],"introduced":[163],"well":[169],"because":[173],"able":[176],"produce":[178],"equally":[179],"accurate":[180],"autumn":[181],"winter":[183],"despite":[185],"great":[187],"climatic":[188],"variation":[189],"that":[190],"occurs":[191],"summer":[194],"spring.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}