Cost-effective vibration analysis through data-backed pipeline optimisation

HIGHLIGHTS

  • who: Artur Sokolovsky and colleagues from the Department of Design, Manufacturing and Engineering Management, University of Strathclyde have published the paper: Cost-Effective Vibration Analysis through Data-Backed Pipeline Optimisation, in the Journal: Sensors 2021, 21, 6678. of 18/08/2021
  • what: Aiming to make IoT vibration analysis systems more cost- and computationally efficient on the example of MAFAULDA vibration dataset the authors assess the changes in the failure classification performance at low sampling rates as well as short observation time windows. As one can see, each of the studies focuses on different aspects of . . .

     

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