A drop-impact reliability assessment of mobile display modules using a statistical modeling approach

Since drop-impact is the most frequent cause of failure of mobile devices and the display is the major channel for users to interact with mobile devices, the reliability of the display module by drop-impact is one of the most important concerns for both manufacturers and customers. In this paper, we propose- a drop-impact reliability assessment method for the mobile display module using a statistical modeling approach. First, the general likelihood functions that consider various censored data are proposed to obtain accurate estimates. Second, under the constraints of the test budget and the sample size, the optimization problem for minimizing the mean squared error of the target of interest with the decision variables was proposed. The proposed method was applied to the real application example to determine the most reliable mobile display module design.

[2]  S. D. Durham,et al.  Cumulative damage models for system failure with application to carbon fibers and composites , 1997 .

[3]  Ee-Hua Wong,et al.  A review of board level solder joints for mobile applications , 2008, Microelectron. Reliab..

[4]  G. Kitagawa,et al.  Akaike Information Criterion Statistics , 1988 .

[5]  Yat Huang Yau,et al.  A Comprehensive Review of Drop Impact Modeling on Portable Electronic Devices , 2011 .

[6]  Qiang Yu,et al.  The examination of the drop impact test method , 2004, The Ninth Intersociety Conference on Thermal and Thermomechanical Phenomena In Electronic Systems (IEEE Cat. No.04CH37543).

[7]  T. T. Mattila,et al.  An approach to board-level drop reliability evaluation with improved correlation with use conditions , 2013, 2013 IEEE 63rd Electronic Components and Technology Conference.

[8]  E. K. Buratynski,et al.  Methods for realistic drop-testing , 2000 .

[9]  Sang-hu Park,et al.  Investigation of the failure of a liquid crystal display panel under mechanical shock , 2007 .

[10]  W. Weibull A statistical theory of the strength of materials , 1939 .

[11]  Robert E. Newton Fragility Assessment Theory and Test Procedure , 1968 .

[12]  Suk Joo Bae,et al.  Drop fragility of the display of a smart mobile phone: weakest link failure or cumulative shock failure? , 2014 .

[13]  G. Schwarz Estimating the Dimension of a Model , 1978 .

[14]  R B D'Agostino,et al.  Maximum likelihood estimation for interval-censored data using a Weibull-based accelerated failure time model. , 1992, Biometrics.

[15]  S. T. Buckland,et al.  An Introduction to the Bootstrap. , 1994 .

[16]  John A. Nelder,et al.  A Simplex Method for Function Minimization , 1965, Comput. J..