{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T17:53:43Z","timestamp":1781286823458,"version":"3.54.1"},"reference-count":130,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100013646","name":"Petronas Research Sdn Bhd","doi-asserted-by":"publisher","award":["SPP22-124-0124"],"award-info":[{"award-number":["SPP22-124-0124"]}],"id":[{"id":"10.13039\/501100013646","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3496120","type":"journal-article","created":{"date-parts":[[2024,11,11]],"date-time":"2024-11-11T18:43:33Z","timestamp":1731350613000},"page":"168904-168924","source":"Crossref","is-referenced-by-count":22,"title":["Recent Advances and Future Challenges of Solar Power Generation Forecasting"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-8183-2162","authenticated-orcid":false,"given":"Nurul","family":"Jannah","sequence":"first","affiliation":[{"name":"Electrical and Computer Engineering Department, Faculty of Engineering, International Islamic University Malaysia, Kuala Lumpur, Malaysia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3345-4669","authenticated-orcid":false,"given":"Teddy Surya","family":"Gunawan","sequence":"additional","affiliation":[{"name":"Electrical and Computer Engineering Department, Faculty of Engineering, International Islamic University Malaysia, Kuala Lumpur, Malaysia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7323-126X","authenticated-orcid":false,"given":"Siti Hajar","family":"Yusoff","sequence":"additional","affiliation":[{"name":"Electrical and Computer Engineering Department, Faculty of Engineering, International Islamic University Malaysia, Kuala Lumpur, Malaysia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9615-4239","authenticated-orcid":false,"given":"Mohd Shahrin Abu","family":"Hanifah","sequence":"additional","affiliation":[{"name":"Electrical and Computer Engineering Department, Faculty of Engineering, International Islamic University Malaysia, Kuala Lumpur, Malaysia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Siti Nadiah Mohd","family":"Sapihie","sequence":"additional","affiliation":[{"name":"Petronas Research Sdn Bhd, Bandar Baru Bangi, Malaysia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1080\/23311916.2016.1167990"},{"key":"ref2","volume-title":"Solar PV Still Dominates Renewable Energy Capacity Additions","year":"2023"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2017.08.017"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1049\/iet-rpg.2018.5649"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/southeastcon44009.2020.9249681"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/access.2020.3024901"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.6028\/jres.122.040"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2021.120240"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/su142417005"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1080\/19397038.2021.1986590"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/InCACCT57535.2023.10141769"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3270041"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CISES58720.2023.10183451"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3156942"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MIE.2014.2376976"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/icSmartGrid55722.2022.9848612"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.asej.2020.05.004"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICIMU49871.2020.9243430"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TDC.2016.7519959"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.egypro.2017.03.795"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICPES.2017.8387332"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/9421400"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s00607-023-01164-y"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/app10207339"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2017.10.008"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.egyr.2022.08.180"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3389\/fenrg.2022.875790"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICAIIC57133.2023.10067088"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/7040601"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.3390\/math11030676"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-023-00706-7"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/SIENR50924.2021.9631916"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICVEE54186.2021.9649698"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3390\/en12071298"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ASET56582.2023.10180431"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/en15207806"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN54540.2023.10191813"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ETCEA57049.2022.10009717"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2936597"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3390\/s23020945"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ACPEE53904.2022.9783763"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/SSD54932.2022.9955811"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/GlobConET56651.2023.10149975"},{"key":"ref44","volume-title":"Short-term photovoltaic power forecasting based on long short term memory neural network and attention mechanism","author":"Yen","year":"2018"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.dib.2022.108046"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.solener.2021.09.050"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.solener.2023.03.043"},{"key":"ref48","doi-asserted-by":"crossref","DOI":"10.6028\/jres.122.040","article-title":"NIST campus photovoltaic (PV) arrays and weather station data sets","author":"Boyd","year":"2017","journal-title":"Nat. Inst. Standards Technol."},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/HSI55341.2022.9869474"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2024.123467"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.3390\/en15093320"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/access.2023.3270714"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.3390\/en15062243"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/tencon.2017.8228038"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/gpecom49333.2020.9247935"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ijcnn48605.2020.9207594"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/IISA52424.2021.9555544"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ICPS57144.2023.10142107"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/iSPEC53008.2021.9735777"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/IGESSC53124.2021.9618677"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.3390\/s23073399"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3160484"},{"key":"ref63","first-page":"1","article-title":"Metrics for evaluating the accuracy of solar power forecasting","volume-title":"Proc. Metrics Evaluating Accuracy Sol. Power Forecasting","author":"Zhang"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.egyr.2022.11.208"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3031439"},{"key":"ref66","article-title":"An introductory study on time series modeling and forecasting","author":"Adhikari","year":"2013","journal-title":"arXiv:1302.6613"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/CCWC.2019.8666481"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/SmartGridComm.2012.6486039"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.23647\/ca.md20191103"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.3390\/app10238400"},{"key":"ref71","volume-title":"Data.gov","year":"2015"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.3390\/en13020391"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1007\/s13244-018-0639-9"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2921238"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/ICEPET61938.2024.10627618"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2018.2871151"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/YAC.2016.7804912"},{"key":"ref78","volume-title":"A review of recurrent neural network architecture for sequence learning: Comparison between LSTM and GRU","author":"Nosouhian","year":"2021"},{"key":"ref79","article-title":"Attention is all you need","author":"Vaswani","year":"2017","journal-title":"arXiv:1706.03762"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1016\/j.solener.2017.09.068"},{"key":"ref81","volume-title":"Photovoltaic power and weather parameters","author":"Leva","year":"2020"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1016\/j.adapen.2024.100172"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2024.118398"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2024.130538"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN48605.2020.9207573"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3125895"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3066494"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/HPCC-DSS-SmartCity-DependSys53884.2021.00203"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/ICTC52510.2021.9620897"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1109\/ICPEI52436.2021.9690695"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/AEEES51875.2021.9403046"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/6777488"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1051\/e3sconf\/202130901163"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/KPEC51835.2021.9446199"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1109\/ICSGCE52779.2021.9621717"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.17775\/CSEEJPES.2022.00110"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1109\/EPEC56903.2022.10000086"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.3390\/en15072645"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1109\/ICICN56848.2022.10006648"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/SyNERGYMED55767.2022.9941384"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/icpre55555.2022.9960441"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/9421400"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1016\/j.egyr.2021.11.183"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1109\/naps56150.2022.10012199"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1016\/j.asej.2021.11.017"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1109\/ICISCAE55891.2022.9927364"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.3390\/app12157529"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2021.122812"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1109\/DELCON54057.2022.9752916"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3148821"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1109\/IET-ICETA56553.2022.9971676"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1016\/j.egyr.2023.07.042"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2023.127807"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3249108"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1109\/ICTEM56862.2023.10084013"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1109\/TSTE.2023.3326887"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3362234"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1016\/j.egyai.2024.100371"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3358339"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1016\/j.aci.2019.11.002"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2923006"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2882598"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2935273"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1016\/j.jestch.2019.03.006"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.1016\/j.egyr.2022.01.213"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.3390\/en12020215"},{"key":"ref127","doi-asserted-by":"publisher","DOI":"10.1016\/j.seta.2022.102326"},{"key":"ref128","doi-asserted-by":"publisher","DOI":"10.3390\/s21165625"},{"key":"ref129","doi-asserted-by":"publisher","DOI":"10.3390\/en17102346"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1109\/APCCAS47518.2019.8953125"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10380310\/10750186.pdf?arnumber=10750186","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T11:54:25Z","timestamp":1732708465000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10750186\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":130,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3496120","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}