{"id":7151,"date":"2022-01-05T06:48:07","date_gmt":"2022-01-05T06:48:07","guid":{"rendered":"https:\/\/iconpro.com?casestudies=mechanical-wire-eroding"},"modified":"2023-08-08T16:14:42","modified_gmt":"2023-08-08T16:14:42","slug":"mechanical-wire-eroding","status":"publish","type":"casestudies","link":"https:\/\/iconpro.com\/en\/casestudy\/mechanical-wire-eroding\/","title":{"rendered":"Mechanical \u2013 Wire Eroding"},"content":{"rendered":"<p><strong>Project Subtitle<\/strong><br \/>\nData-based evaluation of the wire electrical discharge machining process<\/p>\n<p><strong>Companies &amp; Partners<\/strong><br \/>\nWBA Aachener Werkzeugbau Akademie GmbH, Makino Europe GmbH, WZL of RWTH Aachen University,<\/p>\n<p><strong>Problem<\/strong><br \/>\nAutomation requires stable and adaptive processes that no longer require manual intervention. One common manufacturing process that is commonly used in tool and mold making and is becoming increasingly important in the aerospace industry is wire electrical discharge machining. Today, it is not possible to evaluate the productivity and quality of the wire electrical discharge machining process online based on physical variables and other process data.<\/p>\n<p><strong>Solution<\/strong><br \/>\nA suitable model for the given data is determined automatically by systematic data preparation and data reduction using machine learning. With data from variable process conditions, statistical models are trained. In addition, mechanical physical models for eroding removal behavior and flushing will be developed for the studies. Merging these models will provide a digital representation of the workpiece to predict and optimize quality. With the help of this comprehensive model, both online process monitoring and data-based optimization of process parameters for a machining technology will be realized. Finally, the functions will be transferred to an industrial app to simplify the automation of the electrical discharge machining process.<\/p>\n<p><strong>Outcome<\/strong><br \/>\nIncreased capability of the wire electrical discharge machining process<\/p>\n","protected":false},"featured_media":6858,"template":"","tags":[154],"case_studies_category":[],"class_list":["post-7151","casestudies","type-casestudies","status-publish","has-post-thumbnail","hentry","tag-case-study-en-2"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Mechanical \u2013 Wire Eroding - IconPro<\/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:\/\/iconpro.com\/en\/casestudy\/mechanical-wire-eroding\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mechanical \u2013 Wire Eroding - IconPro\" \/>\n<meta property=\"og:description\" content=\"Project Subtitle Data-based evaluation of the wire electrical discharge machining process Companies &amp; Partners WBA Aachener Werkzeugbau Akademie GmbH, Makino Europe GmbH, WZL of RWTH Aachen University, Problem Automation requires stable and adaptive processes that no longer require manual intervention. 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