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Uncertainty Quantification for Real-Time Operation of Electromagnetic Actuators

  • František MachEmail author
  • Karel Pospíšil
Conference paper
Part of the Mathematics in Industry book series (MATHINDUSTRY, volume 30)

Abstract

Model-based approach to fault detection of the linear electromagnetic actuators is proposed and validated in the framework of the electromagnetic actuator in the bistable valve operation. The forward uncertainty propagation for the nonlinear mathematical model is performed to determine the probability of faultless operation under aleatoric and epistemic uncertainties. A basic technique is then proposed to make a decision on occurred fault.

Notes

Acknowledgements

This research has been supported by the Ministry of Education, Youth and Sports of the Czech Republic under the project LO1607 and by the University of West Bohemia under the project SGS-2018-043.

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Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  1. 1.Regional Innovation Centre for Electrical EngineeringUniversity of West BohemiaPilsenCzech Republic
  2. 2.Department of Theory of Electrical EngineeringUniversity of West BohemiaPilsenCzech Republic

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