{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,25]],"date-time":"2026-06-25T06:32:26Z","timestamp":1782369146147,"version":"3.54.5"},"reference-count":53,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100008530","name":"European Regional Development Fund and the Republic of Cyprus through the Cyprus Research and Innovation Foundation (RIF) in the Framework of the Project \u2018\u2018ELECTRA\u2019\u2019","doi-asserted-by":"publisher","award":["INTEGRATED\/0918\/0071"],"award-info":[{"award-number":["INTEGRATED\/0918\/0071"]}],"id":[{"id":"10.13039\/501100008530","id-type":"DOI","asserted-by":"publisher"}]},{"name":"European Union\u2014NextGenerationEU"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3315841","type":"journal-article","created":{"date-parts":[[2023,9,15]],"date-time":"2023-09-15T17:43:40Z","timestamp":1694799820000},"page":"102038-102049","source":"Crossref","is-referenced-by-count":28,"title":["Direct Short-Term Net Load Forecasting Based on Machine Learning Principles for Solar-Integrated Microgrids"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7241-3192","authenticated-orcid":false,"given":"Georgios","family":"Tziolis","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, PV Technology Laboratory, FOSS Research Centre for Sustainable Energy, University of Cyprus, Nicosia, Cyprus"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3732-9171","authenticated-orcid":false,"given":"Andreas","family":"Livera","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, PV Technology Laboratory, FOSS Research Centre for Sustainable Energy, University of Cyprus, Nicosia, Cyprus"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0053-3942","authenticated-orcid":false,"given":"Jesus","family":"Montes-Romero","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, PV Technology Laboratory, FOSS Research Centre for Sustainable Energy, University of Cyprus, Nicosia, Cyprus"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2164-6081","authenticated-orcid":false,"given":"Spyros","family":"Theocharides","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, PV Technology Laboratory, FOSS Research Centre for Sustainable Energy, University of Cyprus, Nicosia, Cyprus"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"George","family":"Makrides","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, PV Technology Laboratory, FOSS Research Centre for Sustainable Energy, University of Cyprus, Nicosia, Cyprus"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"George E.","family":"Georghiou","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, PV Technology Laboratory, FOSS Research Centre for Sustainable Energy, University of Cyprus, Nicosia, Cyprus"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSTE.2016.2610523"},{"key":"ref12","year":"2022","journal-title":"Solar PV"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.solener.2014.03.018"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3066494"},{"key":"ref53","year":"2023","journal-title":"Solar Position Calculators"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/PVSC40753.2019.8980474"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/en14113224"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2937222"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2021.117410"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2020.115023"},{"key":"ref19","author":"kleissl","year":"2013","journal-title":"Solar Energy Forecasting and Resource Assessment"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1049\/rpg2.12296"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2019.123700"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.3390\/en14041081"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2012.04.036"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2002.1047405"},{"key":"ref48","first-page":"714","article-title":"Approximating number of hidden layer neurons in multiple hidden layer BPNN architecture","volume":"3","author":"karsoliya","year":"2012","journal-title":"Int J Eng Trends Technol"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.jobe.2021.103853"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1175\/BAMS-D-15-00308.1"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.solener.2021.12.011"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2021.120109"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1002\/pip.3349"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2004.12.004"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2981817"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2017.2753802"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2926137"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/PROC.1987.13927"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/NAPS.2014.6965360"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ISGT.2019.8791674"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/SGCF.2019.8782424"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ISC255366.2022.9922157"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2023.127018"},{"key":"ref34","first-page":"525","article-title":"Net load forecasting model for a power system grid with wind and solar power penetration","author":"aburiyana","year":"2021","journal-title":"Proc Global Conf Eng Res"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3390\/a15100338"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/EPEC52095.2021.9621457"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.solener.2017.09.052"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.3390\/app9071487"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1186\/s42162-022-00213-8"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/EEEIC.2018.8493990"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s40866-020-00094-4"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2019.116264"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3044307"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/SyNERGYMED55767.2022.9941378"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2021.118456"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.solener.2017.08.049"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/en14144107"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2022.3148699"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3024901"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2923006"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3025860"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijepes.2019.105635"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2019.2924294"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijepes.2020.106542"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10252050.pdf?arnumber=10252050","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,16]],"date-time":"2023-10-16T18:29:10Z","timestamp":1697480950000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10252050\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":53,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3315841","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}