{"id":44,"date":"2023-03-08T14:24:28","date_gmt":"2023-03-08T14:24:28","guid":{"rendered":"https:\/\/pv-optim.ase.ro\/?page_id=44"},"modified":"2024-09-24T08:44:02","modified_gmt":"2024-09-24T08:44:02","slug":"pv-dashboard","status":"publish","type":"page","link":"https:\/\/pv-optim.ase.ro\/?page_id=44","title":{"rendered":"Smart iPV Dashboard"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"262\" height=\"300\" src=\"https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/09\/Logo-PV-Dashboard-262x300.jpg\" alt=\"\" class=\"wp-image-171\" style=\"width:131px;height:150px\" srcset=\"https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/09\/Logo-PV-Dashboard-262x300.jpg 262w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/09\/Logo-PV-Dashboard-768x880.jpg 768w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/09\/Logo-PV-Dashboard.jpg 806w\" sizes=\"auto, (max-width: 262px) 100vw, 262px\" \/><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-vivid-red-color has-text-color has-medium-font-size\">Smart iPV DASHBOARD &#8211; MONITOR &amp; FORECAST SOLUTION FOR INDUSTRIAL PV POWER PLANTS<\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">WEB APPLICATION<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Integrates data from: inverters, smart meters, IBD, weather sources (local stations or sensors and web providers).<\/li>\n\n\n\n<li>Provides decision support tools for monitoring, forecast and analytics.<\/li>\n\n\n\n<li>Forecast PV power for 7 days at 15-minute.<\/li>\n\n\n\n<li>Fully customized web application.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"525\" src=\"https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/Schema-PV-Dashboard-1024x525.png\" alt=\"\" class=\"wp-image-61\" style=\"width:487px;height:249px\" srcset=\"https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/Schema-PV-Dashboard-1024x525.png 1024w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/Schema-PV-Dashboard-300x154.png 300w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/Schema-PV-Dashboard-768x394.png 768w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/Schema-PV-Dashboard-1536x788.png 1536w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/Schema-PV-Dashboard.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Smart iPV Dashboard integration flow<\/figcaption><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">POWER PLANT MONITORING<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Collect and process data from smart meters, inverters and IBD.<\/li>\n\n\n\n<li>Monitor PV generation to detect possible power loss, inverter and grid connection issues.<\/li>\n\n\n\n<li>KPI analytics: <em>yield<\/em>, <em>Energy Performance Index (EPI)<\/em>, <em>Power Performance Index (PPI)<\/em>, <em>Performance Ratio (PR), Partial Power Loss Indicator (PPLI)<\/em>, <em>Partial Energy Loss Indicator (PELI)<\/em><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">POWER PLANT FORECAST<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Powerful Artificial Intelligence forecast that combines multiple weather sources to provide 15-minute forecast for 7 days.<\/li>\n\n\n\n<li>Multiple forecast scenarios based on weather probability.<\/li>\n\n\n\n<li>View tabular data and export in .csv or excel for different time intervals.<\/li>\n\n\n\n<li>Monitor and forecast the PV power for each inverter.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"365\" data-id=\"72\" src=\"https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/Fig2-3-1024x365.png\" alt=\"\" class=\"wp-image-72\" srcset=\"https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/Fig2-3-1024x365.png 1024w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/Fig2-3-300x107.png 300w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/Fig2-3-768x274.png 768w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/Fig2-3-1536x548.png 1536w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/Fig2-3-2048x731.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"524\" data-id=\"73\" src=\"https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/Fig3-1-1024x524.png\" alt=\"\" class=\"wp-image-73\" srcset=\"https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/Fig3-1-1024x524.png 1024w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/Fig3-1-300x154.png 300w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/Fig3-1-768x393.png 768w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/Fig3-1-1536x787.png 1536w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/Fig3-1-2048x1049.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">IMBALANCE FORECAST<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Forecast the deficit or surplus of the system using 3 powerful AI models.<\/li>\n\n\n\n<li>Each model provides the forecast probability.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"437\" src=\"https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/09\/image-1024x437.png\" alt=\"\" class=\"wp-image-169\" srcset=\"https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/09\/image-1024x437.png 1024w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/09\/image-300x128.png 300w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/09\/image-768x328.png 768w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/09\/image-1536x656.png 1536w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/09\/image-2048x874.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">WEATHER DATA<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Collect and integrate more than 10 weather sources related to the location of the PV power plant.<\/li>\n\n\n\n<li>Weather monitoring and forecast for different time intervals and weather stations.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"796\" src=\"https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/weather-1024x796.png\" alt=\"\" class=\"wp-image-74\" style=\"width:625px;height:485px\" srcset=\"https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/weather-1024x796.png 1024w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/weather-300x233.png 300w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/weather-768x597.png 768w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/weather-1536x1195.png 1536w, https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/05\/weather.png 1800w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading has-vivid-red-color has-text-color\">All we need from you to CUSTOMIZE the APP<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>PV power plant info: location (latitude, longitude), rated power<\/li>\n\n\n\n<li>IBD data for the last 2-3 months<\/li>\n\n\n\n<li>For more advanced monitoring and analysis: inverters or smart meters data&nbsp;<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading has-vivid-cyan-blue-color has-text-color\">Our solution was appreciated and published in prestigious international journals:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>S.V. Oprea, Bara, A<em> \u2013<\/em> <strong>A Stacked Ensemble Forecast for Photovoltaic Power Plants combining Deterministic and Stochastic Methods<\/strong>, Applied Soft Computing (Q1), Volume 147, Published: November 2023, <a href=\"https:\/\/doi.org\/10.1016\/j.asoc.2023.110781\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/doi.org\/10.1016\/j.asoc.2023.110781<\/a><\/li>\n\n\n\n<li>A B\u00e2ra, S-V Oprea, <strong>Embedding the Weather Prediction Errors (WPE) into the PV Forecasting Method using Deep Learning<\/strong>. Journal of Forecasting, Wiley, <a href=\"https:\/\/doi.org\/10.1002\/for.3064\">https:\/\/doi.org\/10.1002\/for.3064<\/a><\/li>\n\n\n\n<li>S-V Oprea, A B\u00e2ra, <strong>On-grid and Off-grid Photovoltaic Systems Forecasting using a Hybrid Meta-learning Method<\/strong>, Knowledge and Information Systems, https:\/\/doi.org\/10.1007\/s10115-023-02037-8<\/li>\n\n\n\n<li>S.V. Oprea, Bara, A &#8211; <strong>Ultra-short-term forecasting for photovoltaic power plants and real-time key performance indicators analysis with big data solutions. Two case studies \u2013 PV Agigea and PV Giurgiu located in Romania<\/strong>, Computers in Industry (Q1), Volume: 120, Published: September 2020. <a href=\"https:\/\/doi.org\/10.1016\/j.compind.2020.103230\">https:\/\/doi.org\/10.1016\/j.compind.2020.103230<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\">Short presentation<\/h2>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/09\/Smart-iPV-Dashboard-brochure.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of Smart-iPV-Dashboard-brochure.\"><\/object><a id=\"wp-block-file--media-38911ade-7170-4e33-a6a6-38fe3ebdfc54\" href=\"https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/09\/Smart-iPV-Dashboard-brochure.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Smart-iPV-Dashboard-brochure<\/a><a href=\"https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2023\/09\/Smart-iPV-Dashboard-brochure.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-38911ade-7170-4e33-a6a6-38fe3ebdfc54\">Download<\/a><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\">Full description<\/h2>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2024\/09\/Smart-iPV-Dashboard-presentation.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of Smart iPV Dashboard presentation.\"><\/object><a id=\"wp-block-file--media-d58de312-8ef2-44fe-8fb0-5336758ef6c6\" href=\"https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2024\/09\/Smart-iPV-Dashboard-presentation.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Smart iPV Dashboard presentation<\/a><a href=\"https:\/\/pv-optim.ase.ro\/wp-content\/uploads\/2024\/09\/Smart-iPV-Dashboard-presentation.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-d58de312-8ef2-44fe-8fb0-5336758ef6c6\">Download<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Smart iPV DASHBOARD &#8211; MONITOR &amp; FORECAST SOLUTION FOR INDUSTRIAL PV POWER PLANTS WEB APPLICATION POWER PLANT MONITORING POWER PLANT FORECAST IMBALANCE FORECAST WEATHER DATA All we need from you to CUSTOMIZE the APP Our solution was appreciated and published in prestigious international journals: Short presentation Full description<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-44","page","type-page","status-publish"],"_links":{"self":[{"href":"https:\/\/pv-optim.ase.ro\/index.php?rest_route=\/wp\/v2\/pages\/44","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pv-optim.ase.ro\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pv-optim.ase.ro\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pv-optim.ase.ro\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pv-optim.ase.ro\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=44"}],"version-history":[{"count":24,"href":"https:\/\/pv-optim.ase.ro\/index.php?rest_route=\/wp\/v2\/pages\/44\/revisions"}],"predecessor-version":[{"id":270,"href":"https:\/\/pv-optim.ase.ro\/index.php?rest_route=\/wp\/v2\/pages\/44\/revisions\/270"}],"wp:attachment":[{"href":"https:\/\/pv-optim.ase.ro\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=44"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}