Similar to a proposed application we came up with for manufacturing process observation and improvement assistance for lines that needed to maximize their up-time.
A Smart Self-Learning Assistance System for the Manufactauring Industry
By Fraunhofer-Gesellschaft (Germany), March 3, 2022
The MADDOX self-learning assistance system developed by Fraunhofer Institute for Process Engineering and Packaging IVV spin-off Peerox in Germany can analyze machine and process data in order to boost manufacturing efficiency.
MADDOX digitizes employees' practical knowledge to correct failures when workers are unavailable.
The search algorithm employs machine learning algorithms to review machine data, and generates categories consisting of similar data patterns; these are linked to digital knowledge cards, where employees can visually document failures and remedies using text, images, and video.
When mechanical failures occur, the algorithm analyzes the data patterns, seeks similar categories, and displays the relevant knowledge card to users on a tablet. Features developed with engineering psychologists at the Dresden University of Technology integrate human impulses like helpfulness and appreciation, which encourage MADDOX's frequent use by workers ...
Implemented on a tablet, the MADDOX self-learning assistance system displays knowledge maps with help information on faults and solutions .....
From Fraunhofer-Gesellschaft (Germany), View Full Article
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