Projects funded by the NCN


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Fault diagnostics of permanent magnet synchronous motors based on deep neural networks and transfer learning

2021/41/N/ST7/01673

Keywords:

transfer learning deep neural networks electrical motor fault diagnostics permanent magnet synchronous motor

Descriptors:

  • ST7_1: Control engineering in automation and robotics
  • ST7_2: Electrical engineering: power components and/or systems
  • ST7_3: Simulation engineering and modelling

Panel:

ST7 - Systems and communication engineering: electronics, communication, optoelectronics

Host institution :

Politechnika Wrocławska

woj. dolnośląskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Maciej Skowron 

Number of co-investigators in the project: 2

Call: PRELUDIUM 20 - announced on 2021-03-15

Amount awarded: 136 600 PLN

Project start date (Y-m-d): 2022-01-04

Project end date (Y-m-d): 2024-01-03

Project duration:: 24 months (the same as in the proposal)

Project status: Project completed

Project description

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Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.