{"id":9728,"date":"2024-10-10T13:01:53","date_gmt":"2024-10-10T10:01:53","guid":{"rendered":"https:\/\/aire-edih.eu\/?post_type=project&#038;p=9728"},"modified":"2025-11-03T13:39:46","modified_gmt":"2025-11-03T11:39:46","slug":"2024-testing-and-validating-the-smart-management-system-of-the-grain-dryer","status":"publish","type":"project","link":"https:\/\/aire-edih.eu\/en\/project\/2024-testing-and-validating-the-smart-management-system-of-the-grain-dryer\/","title":{"rendered":"2024: Testing and validating the smart management system of the grain dryer"},"content":{"rendered":"<p><span data-contrast=\"auto\">The IntelliDry solution enables the modernization of legacy grain dryers by equipping them with a modern sensor system that collects data on the drying process. Based on this data, the AI model predicts changes in grain moisture and estimates when the desired moisture level will be reached.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The aim of the project was to valiate the digitalization and modernization of grain dryers using artificial intelligence (AI) and to test the functionality of the IntelliDry AI-based software service under real-world conditions. A key goal was to evaluate how the previously developed AI model performs under varying conditions\u2014such as different grain types and dryer models\u2014in order to increase the universality and adaptability of the solution for a wide range of users.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">During the 2024 season, nine different dryers were equipped with remote control modules and sensors, allowing the collection of detailed data on the drying process. This data was analyzed and its suitability tested on different AI models to further develop a model capable of predicting grain drying time under diverse operating conditions.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<div  class='avia-button-wrap av-av_button-2c47166e39941390bc3fe301e692c362-wrap avia-button-left '><a href='https:\/\/github.com\/ai-robotics-estonia\/2024_Testing_and_validating_the_smart_management_system_of_the_grain_dryer' class='avia-button av-av_button-2c47166e39941390bc3fe301e692c362 avia-icon_select-no avia-size-small avia-position-left avia-color-dark' target=\"_blank\" rel=\"noopener noreferrer\"><span class='avia_iconbox_title' >Github<\/span><\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>The IntelliDry solution enables the modernization of legacy grain dryers by equipping them with a modern sensor system that collects data on the drying process. Based on this data, the [&hellip;]<\/p>\n","protected":false},"featured_media":10684,"template":"","year_tax":[86],"company_tax":[187],"status_tax":[92],"university_tax":[91],"sector":[168],"project_cat":[65],"class_list":["post-9728","project","type-project","status-publish","has-post-thumbnail","hentry","year_tax-2024-en","company_tax-intellidry-ou-en","status_tax-completed-projects","university_tax-university-of-tartu","sector-production-process","project_cat-completed-projects"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AIRE - 2024: Testing and validating the smart management system of the grain dryer<\/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:\/\/aire-edih.eu\/en\/project\/2024-testing-and-validating-the-smart-management-system-of-the-grain-dryer\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AIRE - 2024: Testing and validating the smart management system of the grain dryer\" \/>\n<meta property=\"og:description\" content=\"The IntelliDry solution enables the modernization of legacy grain dryers by equipping them with a modern sensor system that collects data on the drying process. 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