{"id":6585,"date":"2024-03-30T11:54:37","date_gmt":"2024-03-30T11:54:37","guid":{"rendered":"https:\/\/seybold-report.com\/?page_id=6585"},"modified":"2024-03-30T12:00:03","modified_gmt":"2024-03-30T12:00:03","slug":"sukarwoto-2","status":"publish","type":"page","link":"https:\/\/seybold-report.com\/index.php\/sukarwoto-2\/","title":{"rendered":"Sukarwoto"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"6585\" class=\"elementor elementor-6585\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-75900e7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"75900e7\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e6c19d0\" data-id=\"e6c19d0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ad19c46 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ad19c46\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4faab9b\" data-id=\"4faab9b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-63b0090 elementor-widget elementor-widget-text-editor\" data-id=\"63b0090\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.18.0 - 20-12-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<h5><strong>TITLE:\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<\/strong><\/h5><p><a href=\"https:\/\/seybold-report.com\/\"><strong>Prediction and estimation of PV and WP models based on measurement data<\/strong><\/a><\/p><p><strong>AUTHORS:\u00a0 \u00a0 \u00a0<\/strong><\/p><p><strong>Sukarwoto, Catra Indra Cahyadi, Fauziah Nur, Suwarno<\/strong><\/p><p><strong>DOI<\/strong>:\u00a0 <a href=\"https:\/\/doi-ojs.org\/10-5110-77-1134\/\">10.5110\/77. 1134\u00a0<\/a> \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<strong>Page:\u00a0 \u00a0280-297<\/strong>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0<strong>\u00a0Vol:<\/strong> 19\u00a0 \u00a0 <strong>Issue:<\/strong> 03\u00a0 \u00a0<strong>Year:<\/strong> 2024<\/p><p><img decoding=\"async\" class=\"alignnone wp-image-3235\" src=\"https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-300x300.png\" alt=\"creative commons, cc, character-785334.jpg\" width=\"26\" height=\"26\" srcset=\"https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-300x300.png 300w, https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-1022x1024.png 1022w, https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-150x150.png 150w, https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334-768x769.png 768w, https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/10\/creative-commons-cc-character-785334.png 1278w\" sizes=\"(max-width: 26px) 100vw, 26px\" \/>\u00a0 \u00a0<img decoding=\"async\" class=\"alignnone size-medium wp-image-1242\" src=\"https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/06\/kjk-e1687889230616-300x14.png\" alt=\"\" width=\"300\" height=\"14\" srcset=\"https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/06\/kjk-e1687889230616-300x14.png 300w, https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/06\/kjk-e1687889230616-768x36.png 768w, https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/06\/kjk-e1687889230616.png 900w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p><p><strong>ABSTRACT<\/strong><\/p><p>An integrated power grid can increase renewable energy sources (RES) in a decentralized power system accompanied by an increase in complex networks. RES integration is very important for estimation and prediction of future network stability and design. However, a single virtual power plant (VPP) is not suitable for large-scale renewable generation. In this paper, a hybrid (PV and WP) computational prediction and estimation model is proposed. Artificial neural networks (ANN) are used for computing. In addition to the predictions and estimates assessed based on the different investigated input features and uncertainties, also the relative mean absolute error (rMAE) on weather conditions such as cold and hot weather on the generating capacity. The results show that there is a difference between the two seasons, where in winter it reaches around 0.48% and in summer around 2.6% for PV power to installed capacity, while PV generation with an average value of around 1.68% and 4.8% for wind generators.<\/p><p>\u00a0\u00a0<strong>\u00a0<\/strong><strong>Keywords:<\/strong><\/p><p>PV, WP, Integration, Artificial neural networks, generating capacity<\/p><p><a href=\"#\"><strong>Received<\/strong>:<\/a> 05 March 2024<\/p><p><a href=\"#\"><strong>Accepted:<\/strong><\/a> 22 March 2024<\/p><p><a href=\"#\"> <strong>Published:<\/strong><\/a> 31 March 2024<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-62de969 elementor-widget elementor-widget-button\" data-id=\"62de969\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/seybold-report.com\/wp-content\/uploads\/2024\/03\/Sukarwoto.pdf\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon elementor-align-icon-left\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-file-pdf\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"elementor-button-text\">PDF<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fbcc674 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fbcc674\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f0e5822\" data-id=\"f0e5822\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a08676f elementor-widget elementor-widget-image\" data-id=\"a08676f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.18.0 - 20-12-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/seybold-report.com\/wp-content\/uploads\/2023\/07\/ddds-e1688811920951-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail wp-image-2318\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>TITLE:\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Prediction and estimation of PV and WP models based on measurement data AUTHORS:\u00a0 \u00a0 \u00a0 Sukarwoto, Catra Indra Cahyadi, Fauziah Nur, Suwarno DOI:\u00a0 10.5110\/77. 1134\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Page:\u00a0 \u00a0280-297\u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0Vol: 19\u00a0 \u00a0 Issue: 03\u00a0 \u00a0Year: 2024 \u00a0 \u00a0 ABSTRACT An &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/seybold-report.com\/index.php\/sukarwoto-2\/\"> <span class=\"screen-reader-text\">Sukarwoto<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","footnotes":""},"class_list":["post-6585","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.7 - 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