{"id":85091,"date":"2024-07-25T14:18:51","date_gmt":"2024-07-25T13:18:51","guid":{"rendered":"https:\/\/www.perceptual-robotics.com\/?p=85091"},"modified":"2024-07-31T10:55:07","modified_gmt":"2024-07-31T09:55:07","slug":"lee-progression-model","status":"publish","type":"post","link":"https:\/\/www.perceptual-robotics.com\/es\/lee-progression-model\/","title":{"rendered":"Leading Edge Erosion (LEE) Progression: Precision with an Aerodynamic Model"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">At Perceptual Robotics, we utilise cutting-edge research on Leading Edge Erosion (LEE) progression, harnessing an advanced aerodynamic model to estimate the effects of individual damages on turbine blades.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This approach allows us to estimate the Annual Energy Production (AEP) loss and consequently, the associated revenue loss with much higher accuracy than traditional methods.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Simple estimates that rely solely on the severity of damage can significantly overestimate or underestimate true LE losses.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">To derive sensible values, it&#8217;s crucial to consider:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The severity of the damage\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The size of the damage\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The location of each damaged region on the blade\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Aerodynamic analysis, which is the core of our methodology, addresses these factors comprehensively. This allows us to accurately calculate losses for an entire blade or even pinpoint losses associated with a specific region of damage.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Our approach ensures that you have the precise information needed to prioritise repairs and optimise turbine performance.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As an example for the LEE damage shown in the image, our estimations indicate that this damage alone, due to its severity, location, type, and size, will result in a yearly AEP loss of approximately 6.2% in our aerodynamic model. This particular damage is categorised as a level 5 and is about 3.6 meters long. Based on an average approach to incomes\/production (customisable to reflect local pricing), this translates to an annual loss of about \u00a34,300 (\u20ac5,117) in AEP. By turning the image of damage into actionable results, we can help prioritise repairs effectively.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">The list of benefits for asset managers and owners\/operators includes:<\/span><\/p>\n<p><b>Improved Decision-Making<\/b><\/p>\n<p><span style=\"font-weight: 400;\">By understanding the precise impact of each damage on AEP loss, managers can prioritise repairs based on actual performance data rather than relying on generic severity estimates.<\/span><\/p>\n<p><b>Enhanced Revenue Protection<\/b><\/p>\n<p><span style=\"font-weight: 400;\">By accurately estimating the AEP loss and associated revenue loss, asset managers can better understand the financial impact of turbine blade damage. This knowledge allows for more accurate budgeting and financial planning, helping to protect revenue streams. Additionally, precise calculations can support negotiations with insurance providers or warranty claims, ensuring that site managers receive appropriate compensation for damage-related losses.<\/span><\/p>\n<p><b>Extended Turbine Lifespan<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Effective prioritisation of repairs based on accurate damage assessments helps extend the lifespan of blades. By addressing critical damages promptly and efficiently, site managers can prevent minor issues from escalating into more severe problems that could lead to costly replacements or extensive downtime. This proactive maintenance approach contributes to the overall longevity and reliability of the wind farm.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>At Perceptual Robotics, our research into Leading Edge Erosion (LEE) progression leverages an advanced aerodynamic model to estimate the effects of individual damages on turbine blades. This approach allows us to estimate the Annual Energy Production (AEP) loss and consequently, the associated revenue loss with much higher accuracy than traditional methods.<\/p>\n","protected":false},"author":7,"featured_media":85092,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[1],"tags":[230,215,101,113,229,176,224,172,173,123,91,140,170,34,31,20,22,35,115,29,37,30],"class_list":["post-85091","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-aerodynamics","tag-assetmanagement","tag-drone","tag-energy","tag-lee","tag-maintenance","tag-nacelleinspections","tag-offshorewindenergy","tag-operations","tag-perceptualrobotics","tag-robotics","tag-teamwork","tag-uav","tag-ai","tag-artificialintelligence","tag-bladerepair","tag-blades","tag-innovation","tag-offshorewind","tag-renewableenergy","tag-sustainability","tag-windenergy"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.8.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Leading Edge Erosion (LEE) Progression: Precision with an Aerodynamic Model - Perceptual Robotics<\/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:\/\/www.perceptual-robotics.com\/es\/lee-progression-model\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Leading Edge Erosion (LEE) Progression: Precision with an Aerodynamic Model - Perceptual Robotics\" \/>\n<meta property=\"og:description\" content=\"At Perceptual Robotics, our research into Leading Edge Erosion (LEE) progression leverages an advanced aerodynamic model to estimate the effects of individual damages on turbine blades. This approach allows us to estimate the Annual Energy Production (AEP) loss and consequently, the associated revenue loss with much higher accuracy than traditional methods.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.perceptual-robotics.com\/es\/lee-progression-model\/\" \/>\n<meta property=\"og:site_name\" content=\"Perceptual Robotics\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/perceptualrobotics\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-07-25T13:18:51+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-07-31T09:55:07+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.perceptual-robotics.com\/wp-content\/uploads\/2024\/07\/1-4.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Irenie Karachaliou\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@Perc_Robotics\" \/>\n<meta name=\"twitter:site\" content=\"@Perc_Robotics\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Irenie Karachaliou\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutos\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Leading Edge Erosion (LEE) Progression: Precision with an Aerodynamic Model - Perceptual Robotics","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.perceptual-robotics.com\/es\/lee-progression-model\/","og_locale":"es_ES","og_type":"article","og_title":"Leading Edge Erosion (LEE) Progression: Precision with an Aerodynamic Model - Perceptual Robotics","og_description":"At Perceptual Robotics, our research into Leading Edge Erosion (LEE) progression leverages an advanced aerodynamic model to estimate the effects of individual damages on turbine blades. 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