An improved fault identification method for electromechanical actuators

HIGHLIGHTS

  • who: Gaetano Quattrocchi and colleagues from the Department of Aerospace and Mechanical Engineering (DIMEAS), Politecnico di Torino, Turin, Italy have published the paper: An Improved Fault Identification Method for Electromechanical Actuators, in the Journal: Aerospace 2022, 9, 341. of /2022/
  • what: In this work, a hybrid prognostic method to evaluate the damage of a BLDC is presented, using the back-EMF signal as a prognostic indicator. The algorithm presented is then applied and neural_network outputs are compared to the fault vectors injected in the model before simulation, which are considered ground truth.
  • how . . .

     

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