• DocumentCode
    1763207
  • Title

    Reliability Analysis and Accelerated Statistical Model of CNC PCB for Electrochemical Migration

  • Author

    Chuanning Xie ; Xiaoqi Tang ; Jihong Chen ; Bao Song ; Jian Jin ; Hangjun Zhang

  • Author_Institution
    Sch. of Mech. Sci. & Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
  • Volume
    14
  • Issue
    1
  • fYear
    2014
  • fDate
    41699
  • Firstpage
    90
  • Lastpage
    98
  • Abstract
    The effect of conductor spacing and applied voltage on the insulation performance of printed circuit board (PCB) has been investigated under temperature-humidity-bias (THB) conditions in this paper. Based on the electrochemical migration failure mechanism, this paper proposes an accelerated statistical model, which includes a life-stress relationship model and a life distribution model. The accelerated statistical model can effectively quantify the effect of concurrent conductor spacing and applied voltage on the characteristic life of the PCB. Because THB test can produce less life data in limited test period, an accelerated degradation theory is applied for the modeling research. In addition, a methodology on how to verify the accelerated statistical model for the CNC PCB is introduced. In the case of small samples, the least square regression method is applied for parameter calculation due to its high precision. Furthermore, the residual analysis is carried out to check the fitting effect. The results show that the accelerated statistical model can describe the life characteristics of CNC PCBs preferably under the comprehensive action of conductor spacing stress and applied voltage stress.
  • Keywords
    electromigration; least squares approximations; life testing; printed circuit testing; regression analysis; CNC PCB; accelerated degradation theory; accelerated statistical model; applied voltage stress; concurrent conductor spacing; conductor spacing stress; electrochemical migration failure mechanism; fitting effect; insulation performance; least square regression method; life distribution model; life-stress relationship model; printed circuit board; reliability analysis; residual analysis; temperature-humidity-bias condition; Computer numerical control; Conductors; Degradation; Electronic countermeasures; Humidity; Insulation; Power supplies; Accelerated statistical model; CNC printed circuit board (PCB); electrochemical migration (ECM); insulation performance degradation; life data analysis;
  • fLanguage
    English
  • Journal_Title
    Device and Materials Reliability, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1530-4388
  • Type

    jour

  • DOI
    10.1109/TDMR.2013.2289297
  • Filename
    6670102