CHINESE JOURNAL OF COMPUTATIONAL PHYSICS ›› 2015, Vol. 32 ›› Issue (5): 514-522.

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Uncertainty Quantification of Numerical Simulations Subjected to Calibration

MA Zhibo1, YIN Jianwei1, LI Haijie2, LIU Quan   

  1. 1. Institute of Applied Physics and Computational Mathematics, Beijing 100088, China;
    2. Electromechanical Product Research and Development Center, Changsha 410100, China
  • Received:2014-08-12 Revised:2014-12-24 Online:2015-09-25 Published:2015-09-25

Abstract: Propagation analysis often overrate uncertainty of numerical simulation, especially as many uncertain inputs exist. Taking advantage of the reality that calibration can reduce epistemic uncertainty of system-level numerical simulation, a method for uncertainty quantification is offered synthetically using comparison information based on available test data and additional propagation information of modeling and simulation. An example with virtual test is displayed in which the method is demonstrated and validated.

Key words: numerical simulation, uncertainty quantification, calibration, reliability certification

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