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Probabilistic Palmgren–Miner rule, with application to solder materials experiencing elastic deformations

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Abstract

It has been recently shown that there are effective ways not only to reduce the interfacial stresses in electronic packaging assemblies with solder joint arrays as the second level of interconnections, but to do that to an extent that inelastic strains in the peripheral joints, where the induced thermal stresses and strains are the highest, are avoided. While various and numerous modifications of the empirical Coffin–Manson relationship are used to predict the fatigue life of solder materials experiencing inelastic strains and operated in low cycle fatigue conditions, the Palmgren–Miner rule of the linear accumulation of fatigue damages, although suggested many decades ago, is still viewed by many material scientists and reliability physicists as a suitable model that enables one to quantify the cumulative fatigue damage in metals experiencing elastic strains. In this analysis the Palmgren–Miner rule is extended for the case of random loading, and a simple formalism is suggested for the evaluation of the remaining useful lifetime for a solder material subjected to random loading and experiencing elastic thermally induced shearing deformations. Special highly focused and highly cost effective accelerated tests have to be conducted, of course, to establish the S–N curve for the given solder material. In the future work we intend to extend the suggested methodology to take into account various aspects of the physics-of-failure: the role of the growth kinetics of intermetallic compound layers; the random number, size and orientation of grains in the joints; position of the joint with respect to the mid-cross-section of the assembly (peripheral joints are more prone to elevated interfacial stresses); assembly size, etc. All this effort, important as it is, is, however, beyond the scope of this analysis, which is aimed at the extension of the classical Palmgren–Miner rule for the case of random loading.

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References

  1. J. Lau (ed.), Solder Joint Reliability: Theory and Applications (Van Nostrand Reinhold, New York, 1990)

    Google Scholar 

  2. J.-P. Clech, J-P., F.M. Langerman, J.A. Augis, Local CTE mismatch in SM leaded packages: a potential reliability concern, in Proceedings of the 40th Electronic Components & Technology Conference, Las Vegas, NE (1990) p. 377

  3. W. Engelmaier, Reliability for surface mount solder joints: physics and statistics of failure, in Proceedings of surface mount international, vol. 1, San Jose, CA (1992), p. 433

  4. E. Suhir, Stresses in bi-metal thermostats. ASME J. Appl. Mech. 53(3), 657–660 (1986)

    Article  Google Scholar 

  5. E. Suhir, Interfacial stresses in bi-metal thermostats. ASME J. Appl. Mech. 56(3), 595–600 (1989)

    Article  Google Scholar 

  6. A.Y. Kuo, Thermal stress at the edge of a bi-metallic thermostat. ASME J. Appl. Mech. 57, 585–589 (1990)

    Google Scholar 

  7. E. Suhir, Predicted thermal mismatch stresses in a cylindrical bi-material assembly adhesively bonded at the ends. ASME J. Appl. Mech. 64(1), 15–22 (1997)

    Article  Google Scholar 

  8. E. Suhir, Adhesively bonded assemblies with identical nondeformable adherends and inhomogeneous adhesive layer: predicted thermal stresses in the adhesive. J. Reinf. Plast. Compos. 17(14), 951–972 (1998)

    Google Scholar 

  9. E. Suhir, Thermal stress in a polymer coated optical glass fiber with a low modulus coating at the ends. J. Mater. Res. 16(10), 2996–3004 (2001)

    Article  Google Scholar 

  10. E. Suhir, Thermal stress in a bi-material assembly adhesively bonded at the ends. J. Appl. Phys. 89(1), 120–129 (2001)

    Article  Google Scholar 

  11. E. Suhir, Thermal stress in an adhesively bonded joint with a low modulus adhesive layer at the ends. J. Appl. Phys. 55, 3657–3661 (2003)

    Article  Google Scholar 

  12. E. Suhir, Interfacial thermal stresses in a bi-material assembly with a low-yield-stress bonding layer. Model. Simul. Mater. Sci. Eng. 14, 1421 (2006)

    Article  Google Scholar 

  13. E. Suhir, On a paradoxical situation related to bonded joints: could stiffer mid-portions of a compliant attachment result in lower thermal stress? J. Solid Mech. Mater. Eng. 3(7), 990–997 (2009)

    Article  Google Scholar 

  14. E. Suhir, Thermal stress in a bi-material assembly with a ‘piecewise-continuous’ bonding layer: theorem of three axial forces. J. Phys. D Appl. Phys. 42, 508–517 (2009)

    Google Scholar 

  15. E. Suhir, A. Shakouri, Assembly bonded at the ends: could thinner and longer legs result in a lower thermal stress in a thermoelectric module (TEM) design? ASME J. Appl. Mech. 79(6), 061010 (2012)

    Article  Google Scholar 

  16. E. Suhir, L. Bechou, B. Levrier, Predicted size of an inelastic zone in a ball-grid-array assembly. ASME J. Appl. Mech. 80, 021007-1-5 (2013)

    Google Scholar 

  17. E. Suhir, Predicted stresses in a ball-grid-array (BGA)/column-grid-array (CGA) assembly with a low modulus solder at its ends. J. Mater. Sci. Mater. Electron. 26(12), 9680–9688 (2015)

    Article  Google Scholar 

  18. E. Suhir, Analysis of a short beam with application to solder joints: could larger stand-off heights relieve stress? Eur. J. Appl. Phys. 71, 31301 (2015)

    Article  Google Scholar 

  19. E. Suhir, R. Ghaffarian, J. Nicolics, Could application of column-grid-array technology result in inelastic-strain-free state-of-stress in solder material? J. Mater. Sci. Mater. Electron. 26(12), 10062–10067 (2015)

    Article  Google Scholar 

  20. E. Suhir, R. Ghaffarian, Predicted stresses in a ball-grid-array (BGA)/column-grid-array (CGA) assembly with epoxy adhesive at its ends. J. Mater. Sci. Mater. Electron. 27(5), 4399–4409 (2016)

    Article  Google Scholar 

  21. E. Suhir, Bi-material assembly with a low-modulus-and/or-low-fabrication-temperature bonding material at its ends: optimized stress relief. J. Mater. Sci. Mater. Electron. 27(5), 4816–4825 (2016)

    Article  Google Scholar 

  22. E. Suhir, Expected stress relief in a bi-material inhomogeneously bonded assembly with a low-modulus-and/or-low-fabrication-temperature bonding material at the ends. J. Mater. Sci. Mater. Electron. 27(6), 5563–5574 (2016)

    Article  Google Scholar 

  23. E. Suhir, R. Ghaffarian, J. Nicolics, Could thermal stresses in an inhomogeneous BGA/CGA system be predicted using a model for a homogeneously bonded assembly? J. Mater. Sci. Mater. Electron. 27(1), 570–579 (2016)

    Article  Google Scholar 

  24. E. Suhir, Avoiding low-cycle fatigue in solder material using inhomogeneous column-grid-array (CGA) design. ChipScale Rev (2016)

  25. S. Timoshenko, D.H. Young, Theory of Structures (McGraw-Hill, New York, 1945)

    Google Scholar 

  26. S. Timoshenko, Strength of Materials (Van-Nostrand Reinhold, New York, 1955)

    Google Scholar 

  27. E. Suhir, Structural Analysis in Microelectronic and Fiber Optics (Van-Nostrand Reinhold, New York, 1991)

    Book  Google Scholar 

  28. A. Palmgren, Die Lebensdauer von Kuegellagern. Z. Ver. Dtsch. Ing. 68, 339–341 (1924)

    Google Scholar 

  29. M.A. Miner, Cumulative damage in fatigue. ASME J. Appl. Mech. 67, 159–164 (1945)

    Google Scholar 

  30. K. Mishiro, Issues related to the implementation of Pb-free electronic solders. Microelectron. Reliab. 42, 77 (2002)

    Article  Google Scholar 

  31. D.R. Frear, Emerging reliability challenges in electronic packaging, in International Reliability Physics Symposium (Phoenix, 2008)

  32. G. Cuddalorepatta, A. Dasgupta, Creep and stress relaxation of hypo-eutectic Sn3.0Ag0.5Cu Pb-free alloy: testing and modeling, in 2007 ASME International Mechanical Engineering Congress and Exposition, Seattle, WA (2007)

  33. M. Pecht, P. McCluskey, J. Evans, Failures in Electronic Assemblies and Devices (Springer, London, 2001), pp. 204–232

    Google Scholar 

  34. C. Andersson, D. Andersson, P.Tegehall, J. Liu, Effect of different temperature cycle profiles on the crack propagation and microstructural evolution of lead free solder joints of different electronic components, in 5th International Conference on Thermal and Mechanical Simulation and Experiments in Micro-electronics and Micro-systems, Brussels, Belgium (2004), pp. 455–464

  35. R.K. Ulrich, W.D. Brown, Advanced Electronic Packaging (Wiley-Interscience, New Jeresy, 2006), pp. 487–536

    Book  Google Scholar 

  36. E. Suhir, Statistics- and reliability-physics-related failure processes. Mod. Phys. Lett. B 28(13), 1450105 (2014)

    Article  Google Scholar 

  37. E. Suhir, Degradation related failure rate determined from the experimental bathtub curve, in SAE Conference, Seattle, WA, 22–24 Sept 2015

  38. E. Suhir, Applied Probability for Engineers and Scientists (McGraw-Hill, New York, 1997)

    Google Scholar 

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Suhir, E., Ghaffarian, R. & Yi, S. Probabilistic Palmgren–Miner rule, with application to solder materials experiencing elastic deformations. J Mater Sci: Mater Electron 28, 2680–2685 (2017). https://doi.org/10.1007/s10854-016-5845-y

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  • DOI: https://doi.org/10.1007/s10854-016-5845-y

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