Zero defect production of electric motors

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The presented project idea is in line with the topic HORIZON-CL4-2021-TWIN-TRANSITION-01-02: Zero-defect manufacturing towards zero-waste. The main objective is to approach zero defect production of electric motors by implementing two technologies: 1. Advanced end-of-line quality inspection, and 2. Advanced control and supervision of the whole production line.

End-of-line quality inspection system (EOL QI) will inspect the quality of produced motors in a non-destructive manner, i.e. by measuring characteristic variables (electric parameters, sound, vibration, etc.) during short test run of each produced motor. Raw measured variables will be a subject of advanced data processing, followed by feature extraction and finally, fault detection and isolation. Detection of faults is extremely important since it prevents faulty motors to be delivered to customers and built into appliances. Classification of faults is equally important since it provides the possibility of identifying faulty components and replacing them. In both cases, waste of material, energy, labour and time is minimized.


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ZeroDef_EM.pdf PDF
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