{"id":9753,"date":"2024-10-10T13:14:52","date_gmt":"2024-10-10T10:14:52","guid":{"rendered":"https:\/\/aire-edih.eu\/?post_type=project&p=9753"},"modified":"2025-06-19T13:22:19","modified_gmt":"2025-06-19T10:22:19","slug":"2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines","status":"publish","type":"project","link":"https:\/\/aire-edih.eu\/en\/project\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\/","title":{"rendered":"2024: Experimenting of monitoring and enhancing efficiancy with open source software in waffle production lines"},"content":{"rendered":"

The project aimed to explore the adoption of open-source platforms for monitoring production lines and to test a solution for monitoring Balsnack waffle production line. The objective is to extend the solution to other production lines after successful validation.<\/span>\u00a0<\/span>Implementing automatic quality control and production monitoring in the food industry is challenging, and it typically involves applying machine vision along with inputs from various sensors installed at different nodes. Sensors are deployed at the oven, batter mixer, guillotine, and packaging sealing stations. Remote monitoring enables quicker intervention when errors occur, with the goal of preventing line downtime.<\/span>\u00a0<\/span>The project will test a production monitoring solution that combines machine vision-based quality control with inputs from sensors. Machine vision will facilitate visual quality control and product identification. Product identification will automatically provide the system with preset values that will be compared with inputs from sensors.<\/span>\u00a0<\/span><\/p>\n

Github<\/span><\/a><\/div>\n","protected":false},"excerpt":{"rendered":"

The project aimed to explore the adoption of open-source platforms for monitoring production lines and to test a solution for monitoring Balsnack waffle production line. The objective is to extend […]<\/p>\n","protected":false},"featured_media":10637,"template":"","year_tax":[86],"company_tax":[176],"status_tax":[92],"university_tax":[90],"sector":[163],"project_cat":[65],"class_list":["post-9753","project","type-project","status-publish","has-post-thumbnail","hentry","year_tax-2024-en","company_tax-balsnack-ou-en","status_tax-completed-projects","university_tax-taltech-en","sector-quality-control","project_cat-completed-projects"],"acf":[],"yoast_head":"\nAIRE - 2024: Experimenting of monitoring and enhancing efficiancy with open source software in waffle production lines<\/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-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AIRE - 2024: Experimenting of monitoring and enhancing efficiancy with open source software in waffle production lines\" \/>\n<meta property=\"og:description\" content=\"The project aimed to explore the adoption of open-source platforms for monitoring production lines and to test a solution for monitoring Balsnack waffle production line. The objective is to extend […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/aire-edih.eu\/en\/project\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\/\" \/>\n<meta property=\"og:site_name\" content=\"AIRE\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/airoboticsestonia?locale=et_EE\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-19T10:22:19+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/aire-edih.eu\/2023\/wp-content\/uploads\/2024\/10\/balsnack.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"720\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/aire-edih.eu\\\/en\\\/project\\\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\\\/\",\"url\":\"https:\\\/\\\/aire-edih.eu\\\/en\\\/project\\\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\\\/\",\"name\":\"AIRE - 2024: Experimenting of monitoring and enhancing efficiancy with open source software in waffle production lines\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/aire-edih.eu\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/aire-edih.eu\\\/en\\\/project\\\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/aire-edih.eu\\\/en\\\/project\\\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/aire-edih.eu\\\/2023\\\/wp-content\\\/uploads\\\/2024\\\/10\\\/balsnack.png\",\"datePublished\":\"2024-10-10T10:14:52+00:00\",\"dateModified\":\"2025-06-19T10:22:19+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/aire-edih.eu\\\/en\\\/project\\\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/aire-edih.eu\\\/en\\\/project\\\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/aire-edih.eu\\\/en\\\/project\\\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\\\/#primaryimage\",\"url\":\"https:\\\/\\\/aire-edih.eu\\\/2023\\\/wp-content\\\/uploads\\\/2024\\\/10\\\/balsnack.png\",\"contentUrl\":\"https:\\\/\\\/aire-edih.eu\\\/2023\\\/wp-content\\\/uploads\\\/2024\\\/10\\\/balsnack.png\",\"width\":1280,\"height\":720},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/aire-edih.eu\\\/en\\\/project\\\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/aire-edih.eu\\\/en\\\/home\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Projektid\",\"item\":\"https:\\\/\\\/aire-edih.eu\\\/projektid\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"2024: Experimenting of monitoring and enhancing efficiancy with open source software in waffle production lines\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/aire-edih.eu\\\/#website\",\"url\":\"https:\\\/\\\/aire-edih.eu\\\/\",\"name\":\"AIRE\",\"description\":\"AI & Robotics Estonia\",\"publisher\":{\"@id\":\"https:\\\/\\\/aire-edih.eu\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/aire-edih.eu\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/aire-edih.eu\\\/#organization\",\"name\":\"AIRE\",\"url\":\"https:\\\/\\\/aire-edih.eu\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/aire-edih.eu\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/aire-edih.eu\\\/2023\\\/wp-content\\\/uploads\\\/2024\\\/12\\\/AIRE_logo_black.png\",\"contentUrl\":\"https:\\\/\\\/aire-edih.eu\\\/2023\\\/wp-content\\\/uploads\\\/2024\\\/12\\\/AIRE_logo_black.png\",\"width\":1183,\"height\":671,\"caption\":\"AIRE\"},\"image\":{\"@id\":\"https:\\\/\\\/aire-edih.eu\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/airoboticsestonia?locale=et_EE\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/77710187\\\/admin\\\/dashboard\\\/?msgControlName=view_message_button&msgConversationId=2-M2ViODQ3ZjEtZTdjYi00NjYyLWI5YjItNThlOWQxMzgxMGU4XzAxMw&msgOverlay=true\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AIRE - 2024: Experimenting of monitoring and enhancing efficiancy with open source software in waffle production lines","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:\/\/aire-edih.eu\/en\/project\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\/","og_locale":"en_US","og_type":"article","og_title":"AIRE - 2024: Experimenting of monitoring and enhancing efficiancy with open source software in waffle production lines","og_description":"The project aimed to explore the adoption of open-source platforms for monitoring production lines and to test a solution for monitoring Balsnack waffle production line. The objective is to extend […]","og_url":"https:\/\/aire-edih.eu\/en\/project\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\/","og_site_name":"AIRE","article_publisher":"https:\/\/www.facebook.com\/airoboticsestonia?locale=et_EE","article_modified_time":"2025-06-19T10:22:19+00:00","og_image":[{"width":1280,"height":720,"url":"https:\/\/aire-edih.eu\/2023\/wp-content\/uploads\/2024\/10\/balsnack.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/aire-edih.eu\/en\/project\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\/","url":"https:\/\/aire-edih.eu\/en\/project\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\/","name":"AIRE - 2024: Experimenting of monitoring and enhancing efficiancy with open source software in waffle production lines","isPartOf":{"@id":"https:\/\/aire-edih.eu\/#website"},"primaryImageOfPage":{"@id":"https:\/\/aire-edih.eu\/en\/project\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\/#primaryimage"},"image":{"@id":"https:\/\/aire-edih.eu\/en\/project\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\/#primaryimage"},"thumbnailUrl":"https:\/\/aire-edih.eu\/2023\/wp-content\/uploads\/2024\/10\/balsnack.png","datePublished":"2024-10-10T10:14:52+00:00","dateModified":"2025-06-19T10:22:19+00:00","breadcrumb":{"@id":"https:\/\/aire-edih.eu\/en\/project\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/aire-edih.eu\/en\/project\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/aire-edih.eu\/en\/project\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\/#primaryimage","url":"https:\/\/aire-edih.eu\/2023\/wp-content\/uploads\/2024\/10\/balsnack.png","contentUrl":"https:\/\/aire-edih.eu\/2023\/wp-content\/uploads\/2024\/10\/balsnack.png","width":1280,"height":720},{"@type":"BreadcrumbList","@id":"https:\/\/aire-edih.eu\/en\/project\/2024-experimenting-of-monitoring-and-enhancing-efficiancy-with-open-source-software-in-waffle-production-lines\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/aire-edih.eu\/en\/home\/"},{"@type":"ListItem","position":2,"name":"Projektid","item":"https:\/\/aire-edih.eu\/projektid\/"},{"@type":"ListItem","position":3,"name":"2024: Experimenting of monitoring and enhancing efficiancy with open source software in waffle production lines"}]},{"@type":"WebSite","@id":"https:\/\/aire-edih.eu\/#website","url":"https:\/\/aire-edih.eu\/","name":"AIRE","description":"AI & Robotics Estonia","publisher":{"@id":"https:\/\/aire-edih.eu\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/aire-edih.eu\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/aire-edih.eu\/#organization","name":"AIRE","url":"https:\/\/aire-edih.eu\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/aire-edih.eu\/#\/schema\/logo\/image\/","url":"https:\/\/aire-edih.eu\/2023\/wp-content\/uploads\/2024\/12\/AIRE_logo_black.png","contentUrl":"https:\/\/aire-edih.eu\/2023\/wp-content\/uploads\/2024\/12\/AIRE_logo_black.png","width":1183,"height":671,"caption":"AIRE"},"image":{"@id":"https:\/\/aire-edih.eu\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/airoboticsestonia?locale=et_EE","https:\/\/www.linkedin.com\/company\/77710187\/admin\/dashboard\/?msgControlName=view_message_button&msgConversationId=2-M2ViODQ3ZjEtZTdjYi00NjYyLWI5YjItNThlOWQxMzgxMGU4XzAxMw&msgOverlay=true"]}]}},"_links":{"self":[{"href":"https:\/\/aire-edih.eu\/en\/wp-json\/wp\/v2\/project\/9753","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aire-edih.eu\/en\/wp-json\/wp\/v2\/project"}],"about":[{"href":"https:\/\/aire-edih.eu\/en\/wp-json\/wp\/v2\/types\/project"}],"version-history":[{"count":5,"href":"https:\/\/aire-edih.eu\/en\/wp-json\/wp\/v2\/project\/9753\/revisions"}],"predecessor-version":[{"id":11626,"href":"https:\/\/aire-edih.eu\/en\/wp-json\/wp\/v2\/project\/9753\/revisions\/11626"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aire-edih.eu\/en\/wp-json\/wp\/v2\/media\/10637"}],"wp:attachment":[{"href":"https:\/\/aire-edih.eu\/en\/wp-json\/wp\/v2\/media?parent=9753"}],"wp:term":[{"taxonomy":"year_tax","embeddable":true,"href":"https:\/\/aire-edih.eu\/en\/wp-json\/wp\/v2\/year_tax?post=9753"},{"taxonomy":"company_tax","embeddable":true,"href":"https:\/\/aire-edih.eu\/en\/wp-json\/wp\/v2\/company_tax?post=9753"},{"taxonomy":"status_tax","embeddable":true,"href":"https:\/\/aire-edih.eu\/en\/wp-json\/wp\/v2\/status_tax?post=9753"},{"taxonomy":"university_tax","embeddable":true,"href":"https:\/\/aire-edih.eu\/en\/wp-json\/wp\/v2\/university_tax?post=9753"},{"taxonomy":"sector","embeddable":true,"href":"https:\/\/aire-edih.eu\/en\/wp-json\/wp\/v2\/sector?post=9753"},{"taxonomy":"project_cat","embeddable":true,"href":"https:\/\/aire-edih.eu\/en\/wp-json\/wp\/v2\/project_cat?post=9753"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}