Systems Engineering and Electronics ›› 2018, Vol. 40 ›› Issue (4): 839-844.doi: 10.3969/j.issn.1001-506X.2018.04.18

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Predictive maintenance for multistate system based on maintenance importance

JIANG Xiuhong1, DUAN Fuhai2, HU Ailing1   

  1. 1. School of Electronics and Information Engineering, Shenyang Aerospace University, Shenyang 110036, China;
    2. Institute of Sensor Measurement and Control Technology, Dalian University of Technology, Dalian 116024, China
  • Online:2018-03-25 Published:2018-04-02

Abstract:

Aiming at the shortage of the existing importance evaluation for multistate units and the emphasis about units in maintenance, the concept of maintenance importance (MI) is introduced which balances three causes: risk degree, units importance to system reliability, detection difficulty. MI can provide maintenance priority results for units at any given time quantitatively and offer units maintenance sequence for the followup maintenance. The general idea of system predictive maintenance is put forward combing MI and goaloriented Methodology. A comprehensive predictive maintenance platform is built which contains reliability assessments, units importance estimation and maintenance strategy. Finally, the proposed algorithm is applied into some strap down inertial navigation system. The simulation results prove the proposed design ideas are feasible, and the evaluation results can provide support for the implementation and optimization of the following maintenance.

 

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