{"id":7826,"date":"2025-09-02T23:47:34","date_gmt":"2025-09-02T21:47:34","guid":{"rendered":"https:\/\/test.greenmetallurgy.rwth-aachen.de\/?post_type=ime_project&#038;p=7826"},"modified":"2025-09-02T23:47:34","modified_gmt":"2025-09-02T21:47:34","slug":"direction-data-mining-in-the-recycling-of-lithium-ion-battery-cells","status":"publish","type":"ime_project","link":"https:\/\/test.greenmetallurgy.rwth-aachen.de\/de\/ime-project\/direction-data-mining-in-the-recycling-of-lithium-ion-battery-cells\/","title":{"rendered":"DiRectION - Data-Mining im Recycling von Lithium-Ionen Batteriezellen"},"content":{"rendered":"<p>Bislang sind Sensor- und Digitalisierungsl\u00f6sungen im industriellen Recyclingbetrieb jedoch allenfalls in Ans\u00e4tzen und nur f\u00fcr Einzelprozesse vorhanden. Im Fokus des Projektes DiRectION steht daher die systematische Erfassung und Verarbeitung von Produkt- und Prozessdaten im Batterierecycling sowie deren prozess\u00fcbergreifende Zusammenf\u00fchrung und Auswertung. Hierzu werden an bestehenden bzw. aufzubauenden Recyclinginfrastrukturen der mechanischen, den sogenannten hydro- sowie pyrometallurgischen Recyclingprozessketten, Systeme zur Datenerfassung und -verarbeitung installiert. Die Auswertung der gro\u00dfen Datenmengen erfolgt automatisch mithilfe des Data-Minings, also durch automatisiertes Durchsuchen und Bewerten von Datens\u00e4tzen. Hierdurch kann der Einfluss verschiedener Prozessparameter auf die Ausbeute oder Reinheit r\u00fcckgewonnener Rohstoffe gezielt untersucht werden.<\/p>\n<p>IME project management:\u00a0<a href=\"\/de\/team\/alumni\/wei-song\/\">Wei Song<\/a>,\u00a0<a href=\"\/de\/team\/alumni\/fabian-diaz\/\">Fabian Diaz<\/a><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"https:\/\/test.greenmetallurgy.rwth-aachen.de\/wp-content\/uploads\/2025\/04\/334_direction_id_6588.jpg\" width=\"492\" height=\"277\" \/><\/p>","protected":false},"featured_media":0,"template":"wp-custom-template-single-item-project","class_list":["post-7826","ime_project","type-ime_project","status-publish","hentry"],"acf":[],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false,"trp-custom-language-flag":false,"ime-team-card":false},"uagb_author_info":{"display_name":"LiaXLiang","author_link":"https:\/\/test.greenmetallurgy.rwth-aachen.de\/de\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"So far, sensor and digitization solutions in industrial recycling operations are only available in rudimentary form and only for individual processes. The DiRectION project focuses on the systematic collection and processing of product and process data in battery recycling as well as their cross-process consolidation and evaluation. For this purpose, systems for data acquisition and&hellip;","_links":{"self":[{"href":"https:\/\/test.greenmetallurgy.rwth-aachen.de\/de\/wp-json\/wp\/v2\/ime_project\/7826","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/test.greenmetallurgy.rwth-aachen.de\/de\/wp-json\/wp\/v2\/ime_project"}],"about":[{"href":"https:\/\/test.greenmetallurgy.rwth-aachen.de\/de\/wp-json\/wp\/v2\/types\/ime_project"}],"wp:attachment":[{"href":"https:\/\/test.greenmetallurgy.rwth-aachen.de\/de\/wp-json\/wp\/v2\/media?parent=7826"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}