{"id":"https://openalex.org/W4404238308","doi":"https://doi.org/10.1109/access.2024.3496120","title":"Recent Advances and Future Challenges of Solar Power Generation Forecasting","display_name":"Recent Advances and Future Challenges of Solar Power Generation Forecasting","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404238308","doi":"https://doi.org/10.1109/access.2024.3496120"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3496120","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3496120","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3496120","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112427144","display_name":"Nurul Jannah","orcid":null},"institutions":[{"id":"https://openalex.org/I4164984","display_name":"International Islamic University Malaysia","ror":"https://ror.org/03s9hs139","country_code":"MY","type":"education","lineage":["https://openalex.org/I4164984"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nurul Jannah","raw_affiliation_strings":["Electrical and Computer Engineering Department, Faculty of Engineering, International Islamic University Malaysia, Kuala Lumpur, Malaysia"],"raw_orcid":"https://orcid.org/0009-0008-8183-2162","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Faculty of Engineering, International Islamic University Malaysia, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4164984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031234998","display_name":"Teddy Surya Gunawan","orcid":"https://orcid.org/0000-0003-3345-4669"},"institutions":[{"id":"https://openalex.org/I4164984","display_name":"International Islamic University Malaysia","ror":"https://ror.org/03s9hs139","country_code":"MY","type":"education","lineage":["https://openalex.org/I4164984"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Teddy Surya Gunawan","raw_affiliation_strings":["Electrical and Computer Engineering Department, Faculty of Engineering, International Islamic University Malaysia, Kuala Lumpur, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-3345-4669","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Faculty of Engineering, International Islamic University Malaysia, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4164984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067400046","display_name":"Siti Hajar Yusoff","orcid":"https://orcid.org/0000-0002-7323-126X"},"institutions":[{"id":"https://openalex.org/I4164984","display_name":"International Islamic University Malaysia","ror":"https://ror.org/03s9hs139","country_code":"MY","type":"education","lineage":["https://openalex.org/I4164984"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Siti Hajar Yusoff","raw_affiliation_strings":["Electrical and Computer Engineering Department, Faculty of Engineering, International Islamic University Malaysia, Kuala Lumpur, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-7323-126X","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Faculty of Engineering, International Islamic University Malaysia, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4164984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050118892","display_name":"Mohd Shahrin Abu Hanifah","orcid":"https://orcid.org/0000-0001-9615-4239"},"institutions":[{"id":"https://openalex.org/I4164984","display_name":"International Islamic University Malaysia","ror":"https://ror.org/03s9hs139","country_code":"MY","type":"education","lineage":["https://openalex.org/I4164984"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohd Shahrin Abu Hanifah","raw_affiliation_strings":["Electrical and Computer Engineering Department, Faculty of Engineering, International Islamic University Malaysia, Kuala Lumpur, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-9615-4239","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Faculty of Engineering, International Islamic University Malaysia, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4164984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052985482","display_name":"Siti Nadiah Mohd Sapihie","orcid":null},"institutions":[{"id":"https://openalex.org/I182023848","display_name":"Petronas (Malaysia)","ror":"https://ror.org/02tc7rm90","country_code":"MY","type":"company","lineage":["https://openalex.org/I182023848"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Siti Nadiah Mohd Sapihie","raw_affiliation_strings":["Petronas Research Sdn Bhd, Bandar Baru Bangi, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Petronas Research Sdn Bhd, Bandar Baru Bangi, Malaysia","institution_ids":["https://openalex.org/I182023848"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.2537,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.94881929,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"168904","last_page":"168924"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9474999904632568,"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":0.9474999904632568,"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":0.911300003528595,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5423434972763062}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5423434972763062}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2024.3496120","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3496120","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:generic.eprints.org:116009","is_oa":true,"landing_page_url":null,"pdf_url":"http://irep.iium.edu.my/116009/1/116009_Recent%20advances%20and%20future%20challenges.pdf","source":{"id":"https://openalex.org/S4306400713","display_name":"The International Islamic University Malaysia Repository (The International Islamic University Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4164984","host_organization_name":"International Islamic University Malaysia","host_organization_lineage":["https://openalex.org/I4164984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:doaj.org/article:3e5b5b6687c643d89c0a0661eda39a6f","is_oa":true,"landing_page_url":"https://doaj.org/article/3e5b5b6687c643d89c0a0661eda39a6f","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":"IEEE Access, Vol 12, Pp 168904-168924 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3496120","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3496120","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.6800000071525574,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G8634935311","display_name":null,"funder_award_id":"SPP22-124-0124","funder_id":"https://openalex.org/F4320328058","funder_display_name":"PETRONAS Research Sdn Bhd"}],"funders":[{"id":"https://openalex.org/F4320328058","display_name":"PETRONAS Research Sdn Bhd","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":127,"referenced_works":["https://openalex.org/W1573560801","https://openalex.org/W2001356449","https://openalex.org/W2114668738","https://openalex.org/W2336998050","https://openalex.org/W2501040921","https://openalex.org/W2572939427","https://openalex.org/W2620873978","https://openalex.org/W2751698537","https://openalex.org/W2763128055","https://openalex.org/W2766098526","https://openalex.org/W2767545488","https://openalex.org/W2774916482","https://openalex.org/W2781512440","https://openalex.org/W2809254203","https://openalex.org/W2890034837","https://openalex.org/W2901042234","https://openalex.org/W2910890149","https://openalex.org/W2912623183","https://openalex.org/W2922496503","https://openalex.org/W2925435752","https://openalex.org/W2943886808","https://openalex.org/W2949062675","https://openalex.org/W2950072808","https://openalex.org/W2967866060","https://openalex.org/W2969690146","https://openalex.org/W2975055991","https://openalex.org/W2988364570","https://openalex.org/W2999869395","https://openalex.org/W3000608283","https://openalex.org/W3039814348","https://openalex.org/W3047034125","https://openalex.org/W3089230449","https://openalex.org/W3089837286","https://openalex.org/W3093496580","https://openalex.org/W3097715809","https://openalex.org/W3100355569","https://openalex.org/W3102874392","https://openalex.org/W3105762699","https://openalex.org/W3105812270","https://openalex.org/W3110147505","https://openalex.org/W3133901049","https://openalex.org/W3147474464","https://openalex.org/W3157670214","https://openalex.org/W3169878506","https://openalex.org/W3181752113","https://openalex.org/W3192801868","https://openalex.org/W3194913303","https://openalex.org/W3204697998","https://openalex.org/W3204735211","https://openalex.org/W3205172610","https://openalex.org/W3206725780","https://openalex.org/W3207210631","https://openalex.org/W3211673469","https://openalex.org/W3214910795","https://openalex.org/W3215515000","https://openalex.org/W3217258842","https://openalex.org/W3217367142","https://openalex.org/W4200080615","https://openalex.org/W4200092686","https://openalex.org/W4200432621","https://openalex.org/W4200550314","https://openalex.org/W4210416851","https://openalex.org/W4210438030","https://openalex.org/W4211006273","https://openalex.org/W4214807822","https://openalex.org/W4220779347","https://openalex.org/W4220877827","https://openalex.org/W4221088249","https://openalex.org/W4224081286","https://openalex.org/W4224274536","https://openalex.org/W4225272865","https://openalex.org/W4225745768","https://openalex.org/W4226449636","https://openalex.org/W4281873621","https://openalex.org/W4285324902","https://openalex.org/W4288060354","https://openalex.org/W4292976848","https://openalex.org/W4293093685","https://openalex.org/W4293691379","https://openalex.org/W4302024032","https://openalex.org/W4307134402","https://openalex.org/W4307711985","https://openalex.org/W4308217046","https://openalex.org/W4308844452","https://openalex.org/W4311907906","https://openalex.org/W4312316039","https://openalex.org/W4312472613","https://openalex.org/W4312570090","https://openalex.org/W4313430681","https://openalex.org/W4313562621","https://openalex.org/W4315815676","https://openalex.org/W4315815752","https://openalex.org/W4316466886","https://openalex.org/W4316659920","https://openalex.org/W4318485255","https://openalex.org/W4321780075","https://openalex.org/W4322007765","https://openalex.org/W4322775950","https://openalex.org/W4360605135","https://openalex.org/W4360862195","https://openalex.org/W4361297243","https://openalex.org/W4362563021","https://openalex.org/W4366966733","https://openalex.org/W4367164498","https://openalex.org/W4376566946","https://openalex.org/W4379524581","https://openalex.org/W4379875236","https://openalex.org/W4380894386","https://openalex.org/W4385059357","https://openalex.org/W4385187162","https://openalex.org/W4385245566","https://openalex.org/W4385484635","https://openalex.org/W4385595398","https://openalex.org/W4387885884","https://openalex.org/W4391216308","https://openalex.org/W4391514939","https://openalex.org/W4391547664","https://openalex.org/W4394673632","https://openalex.org/W4394894147","https://openalex.org/W4394903441","https://openalex.org/W4396872470","https://openalex.org/W4399449196","https://openalex.org/W4401540382","https://openalex.org/W4404192855","https://openalex.org/W6634397726","https://openalex.org/W6685535897","https://openalex.org/W6739901393"],"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/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"unprecedented":[1],"growth":[2],"of":[3,42,56,95,149],"Renewable":[4],"Energy":[5],"Sources":[6],"(RES)":[7],"positions":[8],"solar":[9,67,102,161],"power":[10,68,103,162],"as":[11],"a":[12,23,53],"leading":[13],"contender":[14],"in":[15,66,82,92,160],"the":[16,39,93],"global":[17],"energy":[18,21],"mix.":[19],"Solar":[20],"offers":[22],"sustainable":[24],"alternative":[25],"to":[26,51],"fossil":[27],"fuels,":[28],"mitigating":[29],"carbon":[30],"emissions":[31],"and":[32,59,86,116,122,129,134],"promoting":[33],"environmental":[34],"sustainability.":[35],"This":[36,125,142],"study":[37,111,126,143],"explores":[38],"crucial":[40],"role":[41],"forecasting":[43,114,140],"algorithms":[44],"within":[45],"photovoltaic":[46],"(PV)":[47],"systems.":[48],"We":[49],"aim":[50],"provide":[52],"comprehensive":[54],"understanding":[55,148],"methodologies,":[57],"datasets,":[58,135],"recent":[60,78,131],"advancements":[61,159],"for":[62,98,101,157],"enhancing":[63],"predictive":[64],"accuracy":[65],"generation":[69,104,163],"forecasting.":[70,105,164],"While":[71],"machine":[72],"learning":[73],"has":[74],"dominated":[75],"previous":[76],"research,":[77],"studies":[79],"highlight":[80],"challenges":[81],"achieving":[83],"optimal":[84],"efficiency":[85],"accuracy.":[87],"A":[88],"significant":[89],"obstacle":[90],"lies":[91],"deficiency":[94],"real-world":[96],"application":[97],"large-scale":[99],"specifically":[100],"To":[106],"address":[107],"this":[108,110],"gap,":[109],"defines":[112],"prevalent":[113],"methodologies":[115,151],"illuminates":[117],"datasets":[118],"with":[119],"diverse":[120],"characteristics":[121],"their":[123,137],"relevance.":[124],"meticulously":[127],"provides":[128,154],"explore":[130],"advanced":[132],"methods":[133],"emphasizing":[136],"impact":[138],"on":[139],"performance.":[141],"not":[144],"only":[145],"deepens":[146],"our":[147],"existing":[150],"but":[152],"also":[153],"valuable":[155],"insights":[156],"future":[158]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":18}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2025-10-10T00:00:00"}