{"id":2364,"date":"2024-09-17T10:11:51","date_gmt":"2024-09-17T08:11:51","guid":{"rendered":"https:\/\/coplasimon.eu\/?p=2364"},"modified":"2024-09-17T10:12:47","modified_gmt":"2024-09-17T08:12:47","slug":"elementor-2364","status":"publish","type":"post","link":"https:\/\/coplasimon.eu\/index.php\/2024\/09\/17\/elementor-2364\/","title":{"rendered":"Elementor #2364"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2364\" class=\"elementor elementor-2364\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e509797 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e509797\" 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-b7f5b82\" data-id=\"b7f5b82\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9dfd8aa elementor-widget elementor-widget-heading\" data-id=\"9dfd8aa\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">SQSL method for soiling detection<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9527001 elementor-widget elementor-widget-text-editor\" data-id=\"9527001\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div style=\"margin: 0px;padding: 0px;clear: both;cursor: text;overflow: visible;position: relative;direction: ltr;color: #000000;font-family: 'Segoe UI', 'Segoe UI Web', Arial, Verdana, sans-serif;font-size: 12px\"><p style=\"margin: 0px;padding: 0px;vertical-align: baseline;background-color: transparent;color: windowtext;text-align: justify\"><span lang=\"EN-US\" style=\"margin: 0px;padding: 0px;font-size: 9pt;line-height: 14.0292px;font-family: 'Times New Roman', 'Times New Roman_EmbeddedFont', 'Times New Roman_MSFontService', serif\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span style=\"margin: 0px;padding: 0px\"><b>The Stochastic Quantifying Soiling Loss (SQSL) method, developed by CEA-INES, offers a way to measure soiling, based on usual monitoring data from a PV plant. It does not require environmental data or information about artificial cleaning operations. Instead, it calculates the soiling impact directly from the electrical data measured in solar power plants. <\/b><\/span><b><span style=\"margin: 0px;padding: 0px;background-position: 0px 100%;background-repeat: repeat-x;background-image: var(--urlContextualSpellingAndGrammarErrorV2,);border-bottom: 1px solid transparent\">Unlike other approaches, SQSL<\/span><span style=\"margin: 0px;padding: 0px\"> does not look for change points or clean-only days. It considers a performance metrics profile, classifying days into cleaning days, stable periods, and soiling periods based on the performance metrics.<\/span><\/b><\/span><span style=\"margin: 0px;padding: 0px;font-size: 9pt;line-height: 14.0292px;font-family: 'Times New Roman', 'Times New Roman_EmbeddedFont', 'Times New Roman_MSFontService', serif\" data-ccp-props=\"{&quot;134245417&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;469777462&quot;:[284],&quot;469777927&quot;:[0],&quot;469777928&quot;:[1]}\"><b>\u00a0<\/b><\/span><\/p><p style=\"margin: 0px;padding: 0px;vertical-align: baseline;background-color: transparent;color: windowtext;text-align: justify\"><span style=\"margin: 0px;padding: 0px;font-size: 9pt;line-height: 14.0292px;font-family: 'Times New Roman', 'Times New Roman_EmbeddedFont', 'Times New Roman_MSFontService', serif\" data-ccp-props=\"{&quot;134245417&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;469777462&quot;:[284],&quot;469777927&quot;:[0],&quot;469777928&quot;:[1]}\"><b>\u00a0<\/b><\/span><\/p><p style=\"margin: 0px;padding: 0px;vertical-align: baseline;background-color: transparent;color: windowtext;text-align: justify\"><span lang=\"EN-US\" style=\"margin: 0px;padding: 0px;font-size: 9pt;line-height: 14.0292px;font-family: 'Times New Roman', 'Times New Roman_EmbeddedFont', 'Times New Roman_MSFontService', serif\" xml:lang=\"EN-US\" data-contrast=\"auto\"><b><span style=\"margin: 0px;padding: 0px\">SQSL considers a performance metrics (PM) profile. The PM is a ratio between relative current (DC current \/ STC DC current) and relative irradiance (G\/ STC G). A PM profile should be composed of different periods, divided into 3 types: cleaning days, stable <\/span><span style=\"margin: 0px;padding: 0px\">Period<\/span><\/b><span style=\"margin: 0px;padding: 0px\"><b> and soiling periods. Once each period family has been characterized, the Monte Carlo method is used to generate many random PM profiles based on the probability distributions of different parameters such as frequency and duration distributions, soiling rate distributions, etc. Statistical analysis of the distribution of Performance Metric profiles makes it possible to then estimate the <\/b><\/span><b><span style=\"margin: 0px;padding: 0px\">most likely average<\/span><span style=\"margin: 0px;padding: 0px\"> soiling ratio as well as the uncertainty interval.<\/span><\/b><\/span><span style=\"margin: 0px;padding: 0px;font-size: 9pt;line-height: 14.0292px;font-family: 'Times New Roman', 'Times New Roman_EmbeddedFont', 'Times New Roman_MSFontService', serif\" data-ccp-props=\"{&quot;134245417&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;469777462&quot;:[284],&quot;469777927&quot;:[0],&quot;469777928&quot;:[1]}\"><b>\u00a0<\/b><\/span><\/p><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-898d5bd elementor-widget elementor-widget-image\" data-id=\"898d5bd\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"448\" src=\"https:\/\/coplasimon.eu\/wp-content\/uploads\/2024\/09\/Logo-Trifactors-1024x574.png\" class=\"attachment-large size-large wp-image-2367\" alt=\"\" srcset=\"https:\/\/coplasimon.eu\/wp-content\/uploads\/2024\/09\/Logo-Trifactors-1024x574.png 1024w, https:\/\/coplasimon.eu\/wp-content\/uploads\/2024\/09\/Logo-Trifactors-300x168.png 300w, https:\/\/coplasimon.eu\/wp-content\/uploads\/2024\/09\/Logo-Trifactors-768x431.png 768w, https:\/\/coplasimon.eu\/wp-content\/uploads\/2024\/09\/Logo-Trifactors.png 1090w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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<div class=\"elementor-element elementor-element-ba6db9d elementor-widget elementor-widget-text-editor\" data-id=\"ba6db9d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW43611050 BCX0\" lang=\"EN-US\" style=\"margin: 0px;padding: 0px;color: #000000;text-align: justify;font-size: 12pt;line-height: 20.5042px;font-family: 'Times New Roman', 'Times New Roman_EmbeddedFont', 'Times New Roman_MSFontService', serif\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW43611050 BCX0\" style=\"margin: 0px;padding: 0px\">The following Figure shows the sequence of these different periods. The curve <\/span><span class=\"NormalTextRun SCXW43611050 BCX0\" style=\"margin: 0px;padding: 0px\">represents<\/span><span class=\"NormalTextRun SCXW43611050 BCX0\" style=\"margin: 0px;padding: 0px\"> the evolution of the parameter that characterizes soiling. The circles <\/span><span class=\"NormalTextRun SCXW43611050 BCX0\" style=\"margin: 0px;padding: 0px\">indicate<\/span><span class=\"NormalTextRun SCXW43611050 BCX0\" style=\"margin: 0px;padding: 0px\"> the days on which a cleaning effect was detected, with the diameter of each circle being proportional to the cleaning efficiency. The dots mark the days and the corresponding rainfall. The dotted line <\/span><span class=\"NormalTextRun SCXW43611050 BCX0\" style=\"margin: 0px;padding: 0px\">represents<\/span><span class=\"NormalTextRun SCXW43611050 BCX0\" style=\"margin: 0px;padding: 0px\"> the sliding average of this rainfall over a 28-day period.<\/span><\/span><span class=\"EOP SCXW43611050 BCX0\" style=\"margin: 0px;padding: 0px;color: #000000;text-align: justify;font-size: 12pt;line-height: 20.5042px;font-family: 'Times New Roman', 'Times New Roman_EmbeddedFont', 'Times New Roman_MSFontService', serif\" data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/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-82af269 elementor-widget elementor-widget-image\" data-id=\"82af269\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"568\" height=\"399\" src=\"https:\/\/coplasimon.eu\/wp-content\/uploads\/2024\/09\/Soiling-periods.png\" class=\"attachment-large size-large wp-image-2368\" alt=\"\" srcset=\"https:\/\/coplasimon.eu\/wp-content\/uploads\/2024\/09\/Soiling-periods.png 568w, https:\/\/coplasimon.eu\/wp-content\/uploads\/2024\/09\/Soiling-periods-300x211.png 300w\" sizes=\"(max-width: 568px) 100vw, 568px\" \/>\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<div class=\"elementor-element elementor-element-ccc55f0 elementor-widget elementor-widget-text-editor\" data-id=\"ccc55f0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW111546499 BCX0\" lang=\"EN-US\" style=\"margin: 0px;padding: 0px;color: #000000;text-align: justify;font-size: 12pt;line-height: 20.5042px;font-family: 'Times New Roman', 'Times New Roman_EmbeddedFont', 'Times New Roman_MSFontService', serif\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW111546499 BCX0\" style=\"margin: 0px;padding: 0px\">Another result is a mapping of the plant<\/span><span class=\"NormalTextRun SCXW111546499 BCX0\" style=\"margin: 0px;padding: 0px\"> with different grey levels <\/span><span class=\"NormalTextRun SCXW111546499 BCX0\" style=\"margin: 0px;padding: 0px\">indicating<\/span><span class=\"NormalTextRun SCXW111546499 BCX0\" style=\"margin: 0px;padding: 0px\"> the soiling rate: the darker, the dirtier:<\/span><\/span><span class=\"EOP SCXW111546499 BCX0\" style=\"margin: 0px;padding: 0px;color: #000000;text-align: justify;font-size: 12pt;line-height: 20.5042px;font-family: 'Times New Roman', 'Times New Roman_EmbeddedFont', 'Times New Roman_MSFontService', serif\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559740&quot;:259}\">\u00a0<\/span><\/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-7497ef2 elementor-widget elementor-widget-image\" data-id=\"7497ef2\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"556\" height=\"351\" src=\"https:\/\/coplasimon.eu\/wp-content\/uploads\/2024\/09\/Soiling-mapping.png\" class=\"attachment-large size-large wp-image-2369\" alt=\"\" srcset=\"https:\/\/coplasimon.eu\/wp-content\/uploads\/2024\/09\/Soiling-mapping.png 556w, https:\/\/coplasimon.eu\/wp-content\/uploads\/2024\/09\/Soiling-mapping-300x189.png 300w\" sizes=\"(max-width: 556px) 100vw, 556px\" \/>\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<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>SQSL method for soiling detection The Stochastic Quantifying Soiling Loss (SQSL) method, developed by CEA-INES, offers a way to measure soiling, based on usual monitoring data from a PV plant. It does not require environmental data or information about artificial cleaning operations. Instead, it calculates the soiling impact directly from the electrical data measured in [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2364","post","type-post","status-publish","format-standard","hentry","category-non-classe"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Elementor #2364 - COPLASIMON<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/coplasimon.eu\/index.php\/2024\/09\/17\/elementor-2364\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Elementor #2364 - COPLASIMON\" \/>\n<meta property=\"og:description\" content=\"SQSL method for soiling detection The Stochastic Quantifying Soiling Loss (SQSL) method, developed by CEA-INES, offers a way to measure soiling, based on usual monitoring data from a PV plant. It does not require environmental data or information about artificial cleaning operations. Instead, it calculates the soiling impact directly from the electrical data measured in [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/coplasimon.eu\/index.php\/2024\/09\/17\/elementor-2364\/\" \/>\n<meta property=\"og:site_name\" content=\"COPLASIMON\" \/>\n<meta property=\"article:published_time\" content=\"2024-09-17T08:11:51+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-09-17T08:12:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/coplasimon.eu\/wp-content\/uploads\/2024\/09\/Logo-Trifactors-1024x574.png\" \/>\n<meta name=\"author\" content=\"COLIN Herve\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"COLIN Herve\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/coplasimon.eu\/index.php\/2024\/09\/17\/elementor-2364\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/coplasimon.eu\/index.php\/2024\/09\/17\/elementor-2364\/\"},\"author\":{\"name\":\"COLIN Herve\",\"@id\":\"https:\/\/coplasimon.eu\/#\/schema\/person\/8afd0772242d9115e6775f6f6c475b79\"},\"headline\":\"Elementor #2364\",\"datePublished\":\"2024-09-17T08:11:51+00:00\",\"dateModified\":\"2024-09-17T08:12:47+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/coplasimon.eu\/index.php\/2024\/09\/17\/elementor-2364\/\"},\"wordCount\":290,\"publisher\":{\"@id\":\"https:\/\/coplasimon.eu\/#organization\"},\"image\":{\"@id\":\"https:\/\/coplasimon.eu\/index.php\/2024\/09\/17\/elementor-2364\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/coplasimon.eu\/wp-content\/uploads\/2024\/09\/Logo-Trifactors-1024x574.png\",\"articleSection\":[\"Non class\u00e9\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/coplasimon.eu\/index.php\/2024\/09\/17\/elementor-2364\/\",\"url\":\"https:\/\/coplasimon.eu\/index.php\/2024\/09\/17\/elementor-2364\/\",\"name\":\"Elementor #2364 - 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