{"id":17153,"date":"2023-11-21T11:59:40","date_gmt":"2023-11-21T10:59:40","guid":{"rendered":"https:\/\/www.predictland.com\/casos-de-exito\/energy-optimization-and-predictive-maintenance\/"},"modified":"2025-02-17T16:18:39","modified_gmt":"2025-02-17T15:18:39","slug":"energy-optimization-and-predictive-maintenance","status":"publish","type":"caso-de-exito","link":"https:\/\/www.predictland.com\/en\/case-studies\/energy-optimization-and-predictive-maintenance\/","title":{"rendered":"Energy optimization and predictive maintenance"},"content":{"rendered":"\n<p><\/p>\n\n<p class=\"has-medium-font-size\">PredictLand has developed, for the multinational automotive company Linde + Wiemann, a solution for the reduction of energy consumption and predictive maintenance while ensuring the quality of work, in short, with the aim of increasing the efficiency of welding processes.<\/p>\n\n<h2 class=\"wp-block-heading\">Customer<\/h2>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><a href=\"https:\/\/www.linde-wiemann.com\/en\/company\/\">Linde + Wiemann<\/a>, based in Wuppertal, Germany, is a leading manufacturer of metal components and assembly solutions for the automotive industry.<\/p>\n\n\n\n<p>With more than 40 factories worldwide, it operates in countries in Europe, America, China and South Africa.<\/p>\n\n\n\n<p>Its annual turnover is in the range of several billion euros, making it a major player in the global automotive industry.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"342\" src=\"https:\/\/www.predictland.com\/wp-content\/uploads\/\/Linde-Wieman_LOGO-1920x342.png\" alt=\"Energy optimization and predictive maintenance\" class=\"wp-image-11705\" srcset=\"https:\/\/www.predictland.com\/wp-content\/uploads\/Linde-Wieman_LOGO-1920x342.png 1920w, https:\/\/www.predictland.com\/wp-content\/uploads\/Linde-Wieman_LOGO-400x71.png 400w, https:\/\/www.predictland.com\/wp-content\/uploads\/Linde-Wieman_LOGO-768x137.png 768w, https:\/\/www.predictland.com\/wp-content\/uploads\/Linde-Wieman_LOGO-1536x273.png 1536w, https:\/\/www.predictland.com\/wp-content\/uploads\/Linde-Wieman_LOGO-2048x364.png 2048w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n<h2 class=\"wp-block-heading\">Challenge<\/h2>\n\n<p>One of the biggest challenges in the industry is high energy consumption, in particular sub-optimal welding processes that have a major impact on weld quality and generate high energy consumption. Linde Wiemann is interested in reducing energy consumption while ensuring production quality. <\/p>\n\n<h2 class=\"wp-block-heading has-large-font-size\">Solution<\/h2>\n\n<p>To achieve this goal, PredictLand develops an Artificial Intelligence system, combining Computer Vision and <a href=\"https:\/\/www.predictland.com\/en\/ai-techniques\/machine-learning\/\">Machine Learning\/Deep<\/a><a href=\"https:\/\/www.predictland.com\/en\/ai-techniques\/deep-learning\/\">Learning<\/a> techniques. This system works with real-time process data from a robotic cell. This solution will allow its scalability to all robotic welding processes.  <\/p>\n\n<h2 class=\"wp-block-heading has-large-font-size\">Results<\/h2>\n\n<p>With the results, Linde Wieman estimates a reduction of around 53% in energy consumption, while optimizing cycle time in the welding processes, without loss of quality, improving the efficiency and OEE of the stations involved and, consequently, of the entire factory.<\/p>\n\n<p><\/p>\n\n<hr class=\"wp-block-separator has-text-color has-cyan-color has-alpha-channel-opacity has-cyan-background-color has-background is-style-wide\"\/>\n\n<p><\/p>\n\n<p>The project, called NEOFAR, has been supported by the Ministry of Industry, Trade and Tourism, as well as by the European Union through the Recovery, Transformation and Resilience Plan; and has received funding from the Ministry of Industry, Trade and Tourism within the support program for AEIs to contribute to improving the competitiveness of Spanish industry.<\/p>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"163\" height=\"42\" src=\"https:\/\/www.predictland.com\/wp-content\/uploads\/logo1.png\" alt=\"Ministry of Industry, Trade and Tourism - Energy optimization and predictive maintenance\" class=\"wp-image-11684\"\/><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"132\" height=\"40\" src=\"https:\/\/www.predictland.com\/wp-content\/uploads\/logo2.png\" alt=\"Recovery, Transformation and Resiliency Plan - Energy optimizations and predictive maintenance\" class=\"wp-image-11685\"\/><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"116\" height=\"47\" src=\"https:\/\/www.predictland.com\/wp-content\/uploads\/logo3.png\" alt=\"AEI - Energy optimization and predictive maintenance\" class=\"wp-image-11686\"\/><\/figure>\n<\/div><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>PredictLand has developed, for the multinational automotive company Linde + Wiemann, a solution for the reduction of energy consumption and predictive maintenance while ensuring the&#8230;<\/p>\n","protected":false},"author":2,"featured_media":16349,"menu_order":40,"template":"","class_list":["post-17153","caso-de-exito","type-caso-de-exito","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - 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