DEFENCE OF THE DOCTORAL DISSERTATION BY JERNEJ MLINARIČ

Defence of the Doctoral Dissertation by Jernej Mlinarič

IPS invites you to the Defence of the Doctoral Dissertation by Jernej Mlinarič titled: Non-invasive end-of-line quality inspection of electric motors supported by Artificial Intelligence. The defence will take place on Tuesday, 29 September 2026, at 11:00 a.m. at the IPS Lecture Room (N205-N206, Jamova c. 39, 1000 Ljubljana). You can also join the defence via Zoom (Meeting ID: 874 6960 1679, Passcode: 854621).

Supervisor: Asst. Prof. Gregor Dolanc.

Short summary:

This dissertation investigates AI-based End-of-Line quality inspection of electric motors using real industrial data. Machine learning, transfer learning and deep learning methods reduce expert dependency, accelerate commissioning and improve automated fault detection.

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