SlideShare ist ein Scribd-Unternehmen logo
1 von 30
Downloaden Sie, um offline zu lesen
Fatigue damage modeling in solder interconnects

        using a cohesive zone approach


 Adnan Abdul-Baqi, Piet Schreurs, Marc Geers


           AIO-Meeting: 03-06-2003


             Supported by Philips
Outline

• Introduction
• Geometry and loading
• Cohesive zone method:
   – Cohesive zone formulation
   – Cohesive tractions
   – Damage evolution law
   – One dimensional example
• Results:
   – Damage distribution
   – Corresponding total effective damage and reaction force
   – Life-time prediction in comparison with empirical models
• Conclusions
Printed circuit board (PCB)




• Solder joints provide mechanical & electrical connection between the silicon
  chip and the printed circuit board.
• Repeated switching of the device → temperature fluctuations → fatigue of the
  solder joints → device failure.
Solder bump




• Interconnects failure contributes by up to 20 % to device failure.
Tin-Lead solder




                 Typical Tin-Lead microstructure (A. Matin).

• Simplified microstructure is chosen for the simulations:
   – Physically: rapid coarsening → continuous change.
   – Numerically: Large number of degrees of freedom → time consuming.
Geometry and loading: solder bump


                                      Ux




                                                        0.1 mm
                                                Lead
                    y
                                                Tin
                        x          0.1 mm


• Plane strain formulation, thickness = 1 mm.
• Elastic properties: Tin (E = 50 GPa, ν = 0.36), Lead (E = 16 GPa, ν = 0.44) .
                                   max
• Loading: cyclic mechanical with Ux = 1 µm.
Cohesive zone method: cohesive zone?



                        continuum element

                 3         n              4
                                 t    ∆            cohesive zone
                       1                      2
                               continuum element




• Cohesive zones are embedded between continuum elements.
• Constitutive behavior: specified through a relation between
  the separation ∆ (initially = 0) and a corresponding traction T(∆).
Cohesive zone method: stiffness matrix and nodal force vector

• The cohesive zone nodal displacement vector is constructed in the local frame
  of reference (t,n):

                       uT = {u1, u1 , u2, u2 , u3, u3 , u4, u4 }.
                              t   n t      n t      n t      n

• The relative displacement vector ∆ is then calculated as:
                                             
                                       
                                          ∆  
                                            t 
                                ∆=               = Au
                                          ∆n 
                                              


  where A is a matrix of the shape functions:
                                                                   
                            −h1 0 −h2 0 h1 0 h2 0
                   A=                                              
                             0 −h1 0 −h2 0 h1 0 h2
                                                                   



  and
                               1               1
                         h1 = (1 − η), h2 = (1 + η).
                               2               2
  The parameter η is defined at the cohesive zone mid plane and varies between
  −1 at nodes (1,3) and 1 at nodes (2,4).
• The cohesive zone internal nodal force vector and stiffness matrix are now writ-
  ten as:
                                            l +1
                         f = S ATT dS = −1 ATT dη
                                            2
                                             l +1
                      K = S ATBA dS = −1 ATBA dη
                                            2
  where S is the cohesive zone area, l is the cohesive zone length and B is the
  cohesive zone constitutive tangent operator given by:
                                         ∂Tt   ∂Tt 
                                                  
                                     
                                         ∂∆t   ∂∆n 
                                                  
                                     
                                B=   
                                                   .
                                                   
                                         ∂Tn   ∂Tn 
                                     
                                     
                                                  
                                                  
                                         ∂∆t   ∂∆n
• Finally, K and f are transformed to the global frame of reference (x,y).
Cohesive tractions: monotonic loading



           1                                               1
Tn/σmax




           0




                                                Tt/τmax
                                                           0
          −1

          −2                          (a)                 −1                        (b)

          −1    0   1    2 3      4    5    6             −3   −2   −1    0     1   2     3
                         ∆ /δ                                            ∆ /δ
                          n n                                             t t

               Cohesive zone monotonic normal (a) and shear (b) tractions.

• Characteristics: peak traction and cohesive energy.
• The softening branch is the energy dissipation source.
Cohesive tractions: cyclic loading

• A linear relation is assumed between the cohesive traction and the corresponding
  cohesive opening:
                                Tα = kα (1 − Dα )∆α
  where kα is the initial stiffness and α is either the local normal (n) or tangential
  (t) direction in the cohesive zone plane.
• Energy dissipation is accounted for by the damage variable D.
• The damage variable is supplemented with an evolution law:

                               ˙      ˙
                               D = f (∆, ∆, T, D, ...).
Cyclic loading: damage evolution

• Evolution law (motivated by Roe and Siegmund, 2003):
                                                              
                                                   |Tα |
                   Dα = cα |∆α | (1 − Dα + r)m 
                   ˙        ˙                           − σf 
                                                              
                                                 1 − Dα

  where cα , r, m are constants and σf is the cohesive zone endurance limit.


• Satisfies main experimental observations on cyclic damage:
   – Damage increases with the number of cycles.
   – The larger the load, the larger the induced damage.
   – Damage is larger in the presence of mean stress/strain.
   – Load sequencing: cycling at a high stress level followed by a lower level
     (H–L) causes more damage than when the order is reversed (L–H).
     σf = 0 −→ linear damage accumulation (Miner’s law).
Cohesive zone: k = 106 GPa/mm, c = 100 mm/N, σf = 150 MPa, r = 10−3, m = 3.
Continuum: E = 30 GPa, ν = 0.25.
Loading: axial sinusoidal displacement U with amplitude of 0.2 µm.
Geometry: L = 20 µm, R = 10 µm.
                                ¡ ¡ ¡ ¡ ¡ ¡ ¡
                                 ¢¡¡¡¡¡¡¡
                                  ¡ ¡ ¡ ¡ ¡ ¡ ¡
                                   ¢¡¡¡¡¡¡¡
                                    ¡ ¡ ¡ ¡ ¡ ¡ ¡ ¢                                                              ¢ ¢ ¢ ¢ ¢ ¢
                                                     ¤¡¢¡¢¤¡¢¤¡¢¤¡¢¤¡¢¤¡
                                    ¢ ¢¡¢¡¢¡¢¡¢¡¢¡¢¡ ¢
                                        ¡ ¡ ¡ ¡ ¡ ¡ ¡ £ £ £ £ £ £
                                                       ¤¡¡¤¡¤¡¤¡¤¡¤¡
                                        ¢¡¢¡¢¡¢¡¢¡¢¡¢¡ ¢
                                          ¡ ¡ ¡ ¡ ¡ ¡ ¡ £¡¢¡¢£¡¢£¡¢£¡¢£¡¢£¡
                                          ¡¡¡¡¡¡¡ ¢ ¢£¤¤£¤¡¤£¡¤¡¤¡¤¡¤¡¤¡
                                                          £¡¡£¡£¡£¡£¡£¡
                                                           ¤¡¤¡¤¡¤¡¤¡¤¡¤¡
                                                            £¡£¡£¡£¡£¡£¡£¡
                                                             ¤¡¤¡¤¡¤¡¤¡¤¡¤¡¤
                                                              £¡£¡£¡£¡£¡£¡£¡£
                                                               ¤¡¤¡¤¡¤¡¤¡¤¡¤¡¤
                                                                £¡£¡£¡£¡£¡£¡£¡£
                                                                 ¤¡¤£¤¡¤¡¤¡¤¡¤¡¤¡¤£¤
                                                                  £¡¡£¡£¡£¡£¡£¡
                                                                   ¤¡¡¤¡¤¡¤¡¤¡¤¡
                                                                    £¡£¡£¡£¡£¡£¡£¡£
                                                                     ¤¡¤¡¤¡¤¡¤¡¤¡¤¡¤
                                                                      £¡£¡£¡£¡£¡£¡£¡£
                                                                       ¤¡¤¡¤¡¤¡¤¡¤¡¤¡¤
                                                                        £¡¤£¡£¡£¡£¡£¡£¡¤£
                                                                         ¤¡¡¤¡¤¡¤¡¤¡¤¡
                                                                          £¡£¡£¡£¡£¡£¡£¡£
                                                                           ¤¡¤¡¤¡¤¡¤¡¤¡¤¡¤
                                                                            £¡£¡£¡£¡£¡£¡£¡£
                            L
                                                                             ¤¡¤¡¤¡¤¡¤¡¤¡¤¡¤
                                                                              £¡£¡£¡£¡£¡£¡£¡£
                                                                               ¤¡£¤¡¤¡¤¡¤¡¤¡¤¡£¤
                                                                                £¡¡£¡£¡£¡£¡£¡
                                                                                 ¤¡£¤¡¤¡¤¡¤¡¤¡¤¡£¤
                                          ¡¥¡¥¡¥¡¥¡¥¡¥¡
                                          ¥¦¡¦¡¦¡¦¡¦¡¦¡¦¡£¤
                                            ¡¥¡¥¡¥¡¥¡¥¡¥¡
                                            ¥¦¡¡¡¡¡¡¡£¤                           £¡¡£¡£¡£¡£¡£¡
                                                                                   ¡¦£¤£¤¡¦¡¦¡¦¡¦¡¦¡                                ∆
                                              ¡¥¡¥¡¥¡¥¡¥¡¥¡¦¥¦
                                              ¦¥¦¡¡¡¡¡¡¡¥
                                                 ¦¡¦¡¦¡¦¡¦¡¦¡¦¡¥¦                  ¨ ¨ ¨ ¨ ¨ ¨
                                                                                    §¡¡§¡§¡§¡§¡§¡
                                                                                     ¨¡¡¨¡¨¡¨¡¨¡¨¡
                                                                                      §¡¡§¡§¡§¡§¡§¡
                                                  ¥¡¥¡¥¡¥¡¥¡¥¡¥¡
                                                   ¡¡¡¡¡¡¡¥¦¥¦¨§¨§¨
                                                   §¥¡¥¡¥¡¥¡¥¡¥¡¥¡                     ¡¦¡¦§¡¦§¡¦§¡¦§¡¦§¡
                                                                                       ¨¡¡¨¡¨¡¨¡¨¡¨¡
                                                                                        ¡¦§¨¡¦¨¡¦¨¡¦¨¡¦¨¡¦¨¡
                                                                                        ¡¨¡§¡§¡§¡§¡§¡
                                                                                        §¨¡¨§¡¨¡¨¡¨¡¨¡¨¡
                                                                                          ¡¡§¡§¡§¡§¡§¡
                                                                                          §¨¡¨§¡¨¡¨¡¨¡¨¡¨¡¨§
                                                                                            ¡¨§¡§¡§¡§¡§¡§¡¨§
                                                                                            §§¨¡¡§¡§¡§¡§¡§¡
                                                                                               ¡§¡¨¡¨¡¨¡¨¡¨¡§
                                                                                               ¨¨¡¨¡¨¡¨¡¨¡¨¡¨¡¨
                                                                                                 §¡¡§¡§¡§¡§¡§¡
                                                                                                  ¡¨§¡§¡§¡§¡§¡§¡¨§
                                                                                                  ¨¡¡¨¡¨¡¨¡¨¡¨¡
                                                                                                   §¡¨§¡¨¡¨¡¨¡¨¡¨¡¨§
                                                                                                    ¡§¡§¡§¡§¡§¡§¡§
                                                                                                    §¨¡¡¨¡¨¡¨¡¨¡¨¡
                                                                                                      ¡¨§¡§¡§¡§¡§¡§¡§¨
                                                                                                      §¨¡¡¨¡¨¡¨¡¨¡¨¡
                                                                                                        ¡¨§¨¡§¡§¡§¡§¡§¡¨§¨
                                                                                                        ¨§¨¡¡¨¡¨¡¨¡¨¡¨¡
                                                                                                           §¡§¡§¡§¡§¡§¡§¡§
                                                                                                            ¨¡¨¡¨¡¨¡¨¡¨¡¨¡¨
                                                                                                             §¡§¡§¡§¡§¡§¡§¡§
                                                                          R                                   ¨¡¨¡¨¡¨¡¨¡¨¡¨¡¨
                                                                                                               §¡¡§¡§¡§¡§¡§¡
                                                                                                                ¡§¨§¨§¡¡¡¡¡¡§¨§¨§
                Uniaxial cyclic tension-compression example
Initial cohesive stiffness

High initial stiffness → minimize artificial enhancement of the overall compliance.

For a bar containing n equally spaced cohesive zones:

                                     (U − n∆)
                                σ=            E,
                                        L

                                T = k(1 − D)∆.
Stress continuity → σ = (U/L)E ∗, where E ∗ is given as:
                                                   
                                           1
                         E ∗ = 1 − kL
                                                   E.
                                                   

                                    nE (1 − D) + 1
                                                                   nE
To ensure a negligible enhancement of the overall compliance →     kL   << 1.

                                                           E
In a two-dimensional model the condition is estimated by   kl   << 1, where l ≈ L/n
is the average cohesive zone length.
400
        0.15
                                                                                  (a)
         0.1                         (b)                  200




                                                T (MPa)
        0.05
F (N)




           0                                                0
    −0.05                                             −200
        −0.1
    −0.15                                             −400
         0      200 400 600 800 1000                   −0.05    0   0.05 0.1 0.15 0.2
                    N (cycles)                                       ∆ (µ m)

        (a) Reaction force vs. cycles to failure. (b) Cohesive traction vs. opening.

 • Assumption: damage does not occur under compression:
         – Physically: infinite compressive strength.
         – Numerically: minimizes inter-penetration (overlapping) of neighboring con-
           tinuum elements under compression.
F versus N : experimental (Erik de Kluizenaar: Philips).
0.15                                           0.15
         0.1                       (a)                  0.1                   (b)
        0.05                                           0.05
F (N)




                                               F (N)
          0                                              0
    −0.05                                          −0.05
        −0.1                                           −0.1
    −0.15                                          −0.15
         0      20    40     60    80    100            0     500     1000 1500     2000
                      N (cycles)                                    N (cycles)

          Different damage parameters: (a) r = 10−3, m = 1. (b) r = 0, m = 3.
1                                            1
                                                          H−L
   0.8                                          0.8       L−H

   0.6               εmean = 0                  0.6




                                              D
                     εmean = 0.5 %
 D




   0.4                                          0.4
   0.2                             (a)
                                                0.2                         (b)
     0                                            0
      0    200 400 600 800 1000                    0     100      200     300     400
               N (cycles)                                      N (cycles)
                (a) Mean strain effect. (b) Load sequencing effect.



H–L: 200 cycles at   max   = 1 % followd by 200 cycles at max = 0.5 %
L–H: 200 cycles at   max   = 0.5 % followd by 200 cycles at max = 1 %
Cohesive parameters: solder bump



                    czg1

                    czg2
                    czg3


                    czg4




• Initial cohesive zone stiffness kα = 106 GPa/mm.
   – Sufficiently high compared to continuum stiffness. Identical for all cohesive
     zone groups.
• Damage coefficient cα in [mm/N]: czg1 : 0, czg2 : 25, czg3 : 100, czg4 : 0.
• σα = 0 MPa, r = 10−3.
   f
Computational time reduction

• Loading is applied incrementally.
• For large number of cycles → time consuming.
• Computational time reduction: only selected cycles are simulated.
• Time reduction of more than 90 % in some cases.
Results: damage distribution

          N = 500; Deff = 0.14               N = 1000; Deff = 0.22




Damage distribution in the solder bump at different cycles. Red lines indicate
                                                i
                  damaged cohesive zones (Deff ≥ 0.5).

                                  2      2
                       Deff = (Dn + Dt − DnDt )1/2
                        i      i    i    i i
N = 2000; Deff = 0.31   N = 8000; Deff = 0.4
0.5

                      0.4

                      0.3
                eff
              D

                      0.2

                      0.1

                       0
                        0    2000     4000     6000       8000
                                    N (cycles)
           The total effective damage versus the number of cycles.

The total effective damage is calculated by averaging over all cohesive zones:
                                     1   N
                             Deff   =         Deff S i
                                              i
                                     S   i
                  i
           where Deff is the effective damage at cohesive zone (i).
8
                        6
                        4
               F (N)    2
                        0
                  x

                       −2
                       −4
                       −6
                       −8
                         0   2000     4000     6000       8000
                                    N (cycles)
                The reaction force versus the number of cycles.

• Slow softening followed by rapid softening (Kanchanomai et al., 2002)
S-N curve

                 −0.5
                                                   FEM
        )         −1                               linear fit
           max

                 −1.5
        log(ε



                  −2

                 −2.5

                  −3
                    1         2       3     4         5         6
                                      log(2N )
                                            f

Applied strain     max   versus the number of reversals to failure 2Nf .
• Finite element data can be fitted with the Coffin-Manson model:

                                    max   = a(2Nf )b

  a: fatigue ductility coefficient
  b: fatigue ductility exponent
• Failure criteria: 50% reduction in the reaction force
  −→ a = 0.83, b = −0.49.
• Reduction of 25% or 75% → same value of b.
• Change by ±50 % in the Young’s modulii → same value of b.
Effect of the elastic parameters


                      4

                      3
             r
              Nf/Nf


                      2

                      1

                      0
                      0.5       0.75        1        1.25       1.5
                                           E/Er
Variation of Nf with E at      max   = 1%. Fitting curve: Nf /Nfr = (E/E r)−1.83.
Conclusions

• Evolution law captures main cyclic damage characteristics.
• The model’s prediction of the solder bump life-time agrees with the Coffin-
  Manson model.
• More efficient computational time reduction scheme:
  −→ simulation of larger number of cycles.
  −→ more realistic microstructure.
Movie ...
Thank you

Questions?

Weitere ähnliche Inhalte

Was ist angesagt?

The inverse droplet coagulation problem
The inverse droplet coagulation problemThe inverse droplet coagulation problem
The inverse droplet coagulation problemColm Connaughton
 
Weak Isotropic three-wave turbulence, Fondation des Treilles, July 16 2010
Weak Isotropic three-wave turbulence, Fondation des Treilles, July 16 2010Weak Isotropic three-wave turbulence, Fondation des Treilles, July 16 2010
Weak Isotropic three-wave turbulence, Fondation des Treilles, July 16 2010Colm Connaughton
 
Spectroscopic ellipsometry
Spectroscopic ellipsometrySpectroscopic ellipsometry
Spectroscopic ellipsometrynirupam12
 
Fluctuations and rare events in stochastic aggregation
Fluctuations and rare events in stochastic aggregationFluctuations and rare events in stochastic aggregation
Fluctuations and rare events in stochastic aggregationColm Connaughton
 
Nonequilibrium statistical mechanics of cluster-cluster aggregation, School o...
Nonequilibrium statistical mechanics of cluster-cluster aggregation, School o...Nonequilibrium statistical mechanics of cluster-cluster aggregation, School o...
Nonequilibrium statistical mechanics of cluster-cluster aggregation, School o...Colm Connaughton
 
Chester Nov08 Terry Lynch
Chester Nov08 Terry LynchChester Nov08 Terry Lynch
Chester Nov08 Terry LynchTerry Lynch
 
On estimating the integrated co volatility using
On estimating the integrated co volatility usingOn estimating the integrated co volatility using
On estimating the integrated co volatility usingkkislas
 
Instantaneous Gelation in Smoluchwski's Coagulation Equation Revisited, Confe...
Instantaneous Gelation in Smoluchwski's Coagulation Equation Revisited, Confe...Instantaneous Gelation in Smoluchwski's Coagulation Equation Revisited, Confe...
Instantaneous Gelation in Smoluchwski's Coagulation Equation Revisited, Confe...Colm Connaughton
 
Feedback of zonal flows on Rossby-wave turbulence driven by small scale inst...
Feedback of zonal flows on  Rossby-wave turbulence driven by small scale inst...Feedback of zonal flows on  Rossby-wave turbulence driven by small scale inst...
Feedback of zonal flows on Rossby-wave turbulence driven by small scale inst...Colm Connaughton
 
Lecture 15 DCT, Walsh and Hadamard Transform
Lecture 15 DCT, Walsh and Hadamard TransformLecture 15 DCT, Walsh and Hadamard Transform
Lecture 15 DCT, Walsh and Hadamard TransformVARUN KUMAR
 
Oscillatory kinetics in cluster-cluster aggregation
Oscillatory kinetics in cluster-cluster aggregationOscillatory kinetics in cluster-cluster aggregation
Oscillatory kinetics in cluster-cluster aggregationColm Connaughton
 
Large scale coherent structures and turbulence in quasi-2D hydrodynamic models
Large scale coherent structures and turbulence in quasi-2D hydrodynamic modelsLarge scale coherent structures and turbulence in quasi-2D hydrodynamic models
Large scale coherent structures and turbulence in quasi-2D hydrodynamic modelsColm Connaughton
 
DISTINGUISH BETWEEN WALSH TRANSFORM AND HAAR TRANSFORMDip transforms
DISTINGUISH BETWEEN WALSH TRANSFORM AND HAAR TRANSFORMDip transformsDISTINGUISH BETWEEN WALSH TRANSFORM AND HAAR TRANSFORMDip transforms
DISTINGUISH BETWEEN WALSH TRANSFORM AND HAAR TRANSFORMDip transformsNITHIN KALLE PALLY
 

Was ist angesagt? (20)

The inverse droplet coagulation problem
The inverse droplet coagulation problemThe inverse droplet coagulation problem
The inverse droplet coagulation problem
 
Weak Isotropic three-wave turbulence, Fondation des Treilles, July 16 2010
Weak Isotropic three-wave turbulence, Fondation des Treilles, July 16 2010Weak Isotropic three-wave turbulence, Fondation des Treilles, July 16 2010
Weak Isotropic three-wave turbulence, Fondation des Treilles, July 16 2010
 
03 image transform
03 image transform03 image transform
03 image transform
 
Spectroscopic ellipsometry
Spectroscopic ellipsometrySpectroscopic ellipsometry
Spectroscopic ellipsometry
 
Fluctuations and rare events in stochastic aggregation
Fluctuations and rare events in stochastic aggregationFluctuations and rare events in stochastic aggregation
Fluctuations and rare events in stochastic aggregation
 
Sm421 rg
Sm421 rgSm421 rg
Sm421 rg
 
Nonequilibrium statistical mechanics of cluster-cluster aggregation, School o...
Nonequilibrium statistical mechanics of cluster-cluster aggregation, School o...Nonequilibrium statistical mechanics of cluster-cluster aggregation, School o...
Nonequilibrium statistical mechanics of cluster-cluster aggregation, School o...
 
Chester Nov08 Terry Lynch
Chester Nov08 Terry LynchChester Nov08 Terry Lynch
Chester Nov08 Terry Lynch
 
On estimating the integrated co volatility using
On estimating the integrated co volatility usingOn estimating the integrated co volatility using
On estimating the integrated co volatility using
 
Instantaneous Gelation in Smoluchwski's Coagulation Equation Revisited, Confe...
Instantaneous Gelation in Smoluchwski's Coagulation Equation Revisited, Confe...Instantaneous Gelation in Smoluchwski's Coagulation Equation Revisited, Confe...
Instantaneous Gelation in Smoluchwski's Coagulation Equation Revisited, Confe...
 
Unit ii
Unit iiUnit ii
Unit ii
 
Recent advances of MEIS for near surface analysis
Recent advances of MEIS for near surface analysis Recent advances of MEIS for near surface analysis
Recent advances of MEIS for near surface analysis
 
Feedback of zonal flows on Rossby-wave turbulence driven by small scale inst...
Feedback of zonal flows on  Rossby-wave turbulence driven by small scale inst...Feedback of zonal flows on  Rossby-wave turbulence driven by small scale inst...
Feedback of zonal flows on Rossby-wave turbulence driven by small scale inst...
 
Lecture 15 DCT, Walsh and Hadamard Transform
Lecture 15 DCT, Walsh and Hadamard TransformLecture 15 DCT, Walsh and Hadamard Transform
Lecture 15 DCT, Walsh and Hadamard Transform
 
Oscillatory kinetics in cluster-cluster aggregation
Oscillatory kinetics in cluster-cluster aggregationOscillatory kinetics in cluster-cluster aggregation
Oscillatory kinetics in cluster-cluster aggregation
 
SSA slides
SSA slidesSSA slides
SSA slides
 
Large scale coherent structures and turbulence in quasi-2D hydrodynamic models
Large scale coherent structures and turbulence in quasi-2D hydrodynamic modelsLarge scale coherent structures and turbulence in quasi-2D hydrodynamic models
Large scale coherent structures and turbulence in quasi-2D hydrodynamic models
 
Jokyokai2
Jokyokai2Jokyokai2
Jokyokai2
 
Image transforms
Image transformsImage transforms
Image transforms
 
DISTINGUISH BETWEEN WALSH TRANSFORM AND HAAR TRANSFORMDip transforms
DISTINGUISH BETWEEN WALSH TRANSFORM AND HAAR TRANSFORMDip transformsDISTINGUISH BETWEEN WALSH TRANSFORM AND HAAR TRANSFORMDip transforms
DISTINGUISH BETWEEN WALSH TRANSFORM AND HAAR TRANSFORMDip transforms
 

Andere mochten auch

.3mm CSP and LFCSP Reliability
.3mm CSP and LFCSP Reliability.3mm CSP and LFCSP Reliability
.3mm CSP and LFCSP ReliabilityGreg Caswell
 
Radiation emitted from Israeli mobile base-stations
Radiation emitted from Israeli mobile base-stationsRadiation emitted from Israeli mobile base-stations
Radiation emitted from Israeli mobile base-stationsDr. Adnan Judeh (Abdul-Baqi)
 
Radiation emitted from mobile base-stations (presentation in Arabic)
Radiation emitted from mobile base-stations (presentation in Arabic)Radiation emitted from mobile base-stations (presentation in Arabic)
Radiation emitted from mobile base-stations (presentation in Arabic)Dr. Adnan Judeh (Abdul-Baqi)
 
Abhishek_Dalal_Intern_Report
Abhishek_Dalal_Intern_ReportAbhishek_Dalal_Intern_Report
Abhishek_Dalal_Intern_Reportabhishek dalal
 
Ansys fluent tutorial guide R 15
Ansys fluent tutorial guide R 15Ansys fluent tutorial guide R 15
Ansys fluent tutorial guide R 15Mina Ghattas
 
Lecture on radiation emitted from mobile base-stations at Tulkarim 19-2-2014
Lecture on radiation emitted from mobile base-stations at Tulkarim 19-2-2014Lecture on radiation emitted from mobile base-stations at Tulkarim 19-2-2014
Lecture on radiation emitted from mobile base-stations at Tulkarim 19-2-2014Dr. Adnan Judeh (Abdul-Baqi)
 
SMD Technical Solutions - Keynote
SMD Technical Solutions - Keynote SMD Technical Solutions - Keynote
SMD Technical Solutions - Keynote Shawne MacDonald
 
DfR Advanced Packaging
DfR Advanced PackagingDfR Advanced Packaging
DfR Advanced PackagingGreg Caswell
 
A solder joint reliability model for the philips lumileds luxeon rebel led c...
A solder joint reliability model for the philips lumileds luxeon rebel led  c...A solder joint reliability model for the philips lumileds luxeon rebel led  c...
A solder joint reliability model for the philips lumileds luxeon rebel led c...Greg Caswell
 
ASQ RD Webinar: Improved QFN Reliability Process
ASQ RD Webinar: Improved QFN Reliability Process ASQ RD Webinar: Improved QFN Reliability Process
ASQ RD Webinar: Improved QFN Reliability Process ASQ Reliability Division
 
Manufacturability & reliability challenges with qfn
Manufacturability & reliability challenges with qfn Manufacturability & reliability challenges with qfn
Manufacturability & reliability challenges with qfn ASQ Reliability Division
 
Ansys Workbench Basics
Ansys Workbench BasicsAnsys Workbench Basics
Ansys Workbench BasicsAryan Gupta
 
How to find defects in SMT electronics manufacturing
How to find defects in SMT electronics manufacturingHow to find defects in SMT electronics manufacturing
How to find defects in SMT electronics manufacturingBill Cardoso
 
Smt notes
Smt notesSmt notes
Smt notesabishus
 
Pcb design best practices for more reliable manufacturing
Pcb design best practices for more reliable manufacturingPcb design best practices for more reliable manufacturing
Pcb design best practices for more reliable manufacturingScreaming Circuits
 
Executive Summary Powerpoint Presentation
Executive Summary Powerpoint PresentationExecutive Summary Powerpoint Presentation
Executive Summary Powerpoint PresentationSagren Pillay
 

Andere mochten auch (20)

Low cycle fatigue
Low cycle fatigueLow cycle fatigue
Low cycle fatigue
 
.3mm CSP and LFCSP Reliability
.3mm CSP and LFCSP Reliability.3mm CSP and LFCSP Reliability
.3mm CSP and LFCSP Reliability
 
Radiation emitted from Israeli mobile base-stations
Radiation emitted from Israeli mobile base-stationsRadiation emitted from Israeli mobile base-stations
Radiation emitted from Israeli mobile base-stations
 
Radiation emitted from mobile base-stations (presentation in Arabic)
Radiation emitted from mobile base-stations (presentation in Arabic)Radiation emitted from mobile base-stations (presentation in Arabic)
Radiation emitted from mobile base-stations (presentation in Arabic)
 
Abhishek_Dalal_Intern_Report
Abhishek_Dalal_Intern_ReportAbhishek_Dalal_Intern_Report
Abhishek_Dalal_Intern_Report
 
Breadth vs. Depth
Breadth vs. DepthBreadth vs. Depth
Breadth vs. Depth
 
Ansys fluent tutorial guide R 15
Ansys fluent tutorial guide R 15Ansys fluent tutorial guide R 15
Ansys fluent tutorial guide R 15
 
Lecture on radiation emitted from mobile base-stations at Tulkarim 19-2-2014
Lecture on radiation emitted from mobile base-stations at Tulkarim 19-2-2014Lecture on radiation emitted from mobile base-stations at Tulkarim 19-2-2014
Lecture on radiation emitted from mobile base-stations at Tulkarim 19-2-2014
 
4 steps Perfect solder joint -- How to improve smd soldering
4 steps Perfect solder joint -- How to improve smd soldering4 steps Perfect solder joint -- How to improve smd soldering
4 steps Perfect solder joint -- How to improve smd soldering
 
SMD Technical Solutions - Keynote
SMD Technical Solutions - Keynote SMD Technical Solutions - Keynote
SMD Technical Solutions - Keynote
 
DfR Advanced Packaging
DfR Advanced PackagingDfR Advanced Packaging
DfR Advanced Packaging
 
A solder joint reliability model for the philips lumileds luxeon rebel led c...
A solder joint reliability model for the philips lumileds luxeon rebel led  c...A solder joint reliability model for the philips lumileds luxeon rebel led  c...
A solder joint reliability model for the philips lumileds luxeon rebel led c...
 
ASQ RD Webinar: Improved QFN Reliability Process
ASQ RD Webinar: Improved QFN Reliability Process ASQ RD Webinar: Improved QFN Reliability Process
ASQ RD Webinar: Improved QFN Reliability Process
 
Ansys example0110 2
Ansys example0110 2Ansys example0110 2
Ansys example0110 2
 
Manufacturability & reliability challenges with qfn
Manufacturability & reliability challenges with qfn Manufacturability & reliability challenges with qfn
Manufacturability & reliability challenges with qfn
 
Ansys Workbench Basics
Ansys Workbench BasicsAnsys Workbench Basics
Ansys Workbench Basics
 
How to find defects in SMT electronics manufacturing
How to find defects in SMT electronics manufacturingHow to find defects in SMT electronics manufacturing
How to find defects in SMT electronics manufacturing
 
Smt notes
Smt notesSmt notes
Smt notes
 
Pcb design best practices for more reliable manufacturing
Pcb design best practices for more reliable manufacturingPcb design best practices for more reliable manufacturing
Pcb design best practices for more reliable manufacturing
 
Executive Summary Powerpoint Presentation
Executive Summary Powerpoint PresentationExecutive Summary Powerpoint Presentation
Executive Summary Powerpoint Presentation
 

Ähnlich wie Fatigue damage modeling in solder interconnects using a cohesive zone approach

B. Sazdovic - Noncommutativity and T-duality
B. Sazdovic - Noncommutativity and T-dualityB. Sazdovic - Noncommutativity and T-duality
B. Sazdovic - Noncommutativity and T-dualitySEENET-MTP
 
Instantons and Chern-Simons Terms in AdS4/CFT3: Gravity on the Brane?
Instantons and Chern-Simons Terms in AdS4/CFT3: Gravity on the Brane?Instantons and Chern-Simons Terms in AdS4/CFT3: Gravity on the Brane?
Instantons and Chern-Simons Terms in AdS4/CFT3: Gravity on the Brane?Sebastian De Haro
 
Aerospace Engineering Seminar Series
Aerospace Engineering Seminar SeriesAerospace Engineering Seminar Series
Aerospace Engineering Seminar Seriestrumanellis
 
Bubbles of True Vacuum and Duality in M-theory
Bubbles of True Vacuum and Duality in M-theoryBubbles of True Vacuum and Duality in M-theory
Bubbles of True Vacuum and Duality in M-theorySebastian De Haro
 
Why are stochastic networks so hard to simulate?
Why are stochastic networks so hard to simulate?Why are stochastic networks so hard to simulate?
Why are stochastic networks so hard to simulate?Sean Meyn
 
Matrix Models of 2D String Theory in Non-trivial Backgrounds
Matrix Models of 2D String Theory in Non-trivial BackgroundsMatrix Models of 2D String Theory in Non-trivial Backgrounds
Matrix Models of 2D String Theory in Non-trivial BackgroundsUtrecht University
 
The convenience yield implied by quadratic volatility smiles presentation [...
The convenience yield implied by quadratic volatility smiles   presentation [...The convenience yield implied by quadratic volatility smiles   presentation [...
The convenience yield implied by quadratic volatility smiles presentation [...yigalbt
 
The two dimensional wave equation
The two dimensional wave equationThe two dimensional wave equation
The two dimensional wave equationGermán Ceballos
 
Reflect tsukuba524
Reflect tsukuba524Reflect tsukuba524
Reflect tsukuba524kazuhase2011
 
Chap-3 FEA for Nonlinear Elastic Problems.pptx
Chap-3 FEA for Nonlinear Elastic Problems.pptxChap-3 FEA for Nonlinear Elastic Problems.pptx
Chap-3 FEA for Nonlinear Elastic Problems.pptxSamirsinh Parmar
 
On the Stick and Rope Problem - Draft 1
On the Stick and Rope Problem - Draft 1On the Stick and Rope Problem - Draft 1
On the Stick and Rope Problem - Draft 1Iwan Pranoto
 
P diffusion_1
P  diffusion_1P  diffusion_1
P diffusion_1azam ali
 
SCRUTINY TO THE NON-AXIALLY DEFORMATIONS OF AN ELASTIC FOUNDATION ON A CYLIND...
SCRUTINY TO THE NON-AXIALLY DEFORMATIONS OF AN ELASTIC FOUNDATION ON A CYLIND...SCRUTINY TO THE NON-AXIALLY DEFORMATIONS OF AN ELASTIC FOUNDATION ON A CYLIND...
SCRUTINY TO THE NON-AXIALLY DEFORMATIONS OF AN ELASTIC FOUNDATION ON A CYLIND...P singh
 
Research in Composites for Aero Engine Applications
Research in Composites for Aero Engine ApplicationsResearch in Composites for Aero Engine Applications
Research in Composites for Aero Engine Applicationssicchiuricciu
 
Coherent feedback formulation of a continuous quantum error correction protocol
Coherent feedback formulation of a continuous quantum error correction protocolCoherent feedback formulation of a continuous quantum error correction protocol
Coherent feedback formulation of a continuous quantum error correction protocolhendrai
 
Nuclear Basics Summer 2010
Nuclear Basics Summer 2010Nuclear Basics Summer 2010
Nuclear Basics Summer 2010Roppon Picha
 

Ähnlich wie Fatigue damage modeling in solder interconnects using a cohesive zone approach (20)

B. Sazdovic - Noncommutativity and T-duality
B. Sazdovic - Noncommutativity and T-dualityB. Sazdovic - Noncommutativity and T-duality
B. Sazdovic - Noncommutativity and T-duality
 
Instantons and Chern-Simons Terms in AdS4/CFT3: Gravity on the Brane?
Instantons and Chern-Simons Terms in AdS4/CFT3: Gravity on the Brane?Instantons and Chern-Simons Terms in AdS4/CFT3: Gravity on the Brane?
Instantons and Chern-Simons Terms in AdS4/CFT3: Gravity on the Brane?
 
Aerospace Engineering Seminar Series
Aerospace Engineering Seminar SeriesAerospace Engineering Seminar Series
Aerospace Engineering Seminar Series
 
Bubbles of True Vacuum and Duality in M-theory
Bubbles of True Vacuum and Duality in M-theoryBubbles of True Vacuum and Duality in M-theory
Bubbles of True Vacuum and Duality in M-theory
 
Introduction to chaos
Introduction to chaosIntroduction to chaos
Introduction to chaos
 
Why are stochastic networks so hard to simulate?
Why are stochastic networks so hard to simulate?Why are stochastic networks so hard to simulate?
Why are stochastic networks so hard to simulate?
 
Matrix Models of 2D String Theory in Non-trivial Backgrounds
Matrix Models of 2D String Theory in Non-trivial BackgroundsMatrix Models of 2D String Theory in Non-trivial Backgrounds
Matrix Models of 2D String Theory in Non-trivial Backgrounds
 
The convenience yield implied by quadratic volatility smiles presentation [...
The convenience yield implied by quadratic volatility smiles   presentation [...The convenience yield implied by quadratic volatility smiles   presentation [...
The convenience yield implied by quadratic volatility smiles presentation [...
 
The two dimensional wave equation
The two dimensional wave equationThe two dimensional wave equation
The two dimensional wave equation
 
Reflect tsukuba524
Reflect tsukuba524Reflect tsukuba524
Reflect tsukuba524
 
Chap-3 FEA for Nonlinear Elastic Problems.pptx
Chap-3 FEA for Nonlinear Elastic Problems.pptxChap-3 FEA for Nonlinear Elastic Problems.pptx
Chap-3 FEA for Nonlinear Elastic Problems.pptx
 
Monopole zurich
Monopole zurichMonopole zurich
Monopole zurich
 
Chapter 2
Chapter 2Chapter 2
Chapter 2
 
On the Stick and Rope Problem - Draft 1
On the Stick and Rope Problem - Draft 1On the Stick and Rope Problem - Draft 1
On the Stick and Rope Problem - Draft 1
 
Holographic Cotton Tensor
Holographic Cotton TensorHolographic Cotton Tensor
Holographic Cotton Tensor
 
P diffusion_1
P  diffusion_1P  diffusion_1
P diffusion_1
 
SCRUTINY TO THE NON-AXIALLY DEFORMATIONS OF AN ELASTIC FOUNDATION ON A CYLIND...
SCRUTINY TO THE NON-AXIALLY DEFORMATIONS OF AN ELASTIC FOUNDATION ON A CYLIND...SCRUTINY TO THE NON-AXIALLY DEFORMATIONS OF AN ELASTIC FOUNDATION ON A CYLIND...
SCRUTINY TO THE NON-AXIALLY DEFORMATIONS OF AN ELASTIC FOUNDATION ON A CYLIND...
 
Research in Composites for Aero Engine Applications
Research in Composites for Aero Engine ApplicationsResearch in Composites for Aero Engine Applications
Research in Composites for Aero Engine Applications
 
Coherent feedback formulation of a continuous quantum error correction protocol
Coherent feedback formulation of a continuous quantum error correction protocolCoherent feedback formulation of a continuous quantum error correction protocol
Coherent feedback formulation of a continuous quantum error correction protocol
 
Nuclear Basics Summer 2010
Nuclear Basics Summer 2010Nuclear Basics Summer 2010
Nuclear Basics Summer 2010
 

Mehr von Dr. Adnan Judeh (Abdul-Baqi)

Radiation emitted from Israeli mobile base-stations (in Arabic with English a...
Radiation emitted from Israeli mobile base-stations (in Arabic with English a...Radiation emitted from Israeli mobile base-stations (in Arabic with English a...
Radiation emitted from Israeli mobile base-stations (in Arabic with English a...Dr. Adnan Judeh (Abdul-Baqi)
 
Environment Quality Authority (EQA) standards and regulations for monitoring ...
Environment Quality Authority (EQA) standards and regulations for monitoring ...Environment Quality Authority (EQA) standards and regulations for monitoring ...
Environment Quality Authority (EQA) standards and regulations for monitoring ...Dr. Adnan Judeh (Abdul-Baqi)
 
M.Sc. Thesis - Atomic Physics Aspects of Radiation Physics
M.Sc. Thesis - Atomic Physics Aspects of Radiation PhysicsM.Sc. Thesis - Atomic Physics Aspects of Radiation Physics
M.Sc. Thesis - Atomic Physics Aspects of Radiation PhysicsDr. Adnan Judeh (Abdul-Baqi)
 
Ph.D. Thesis - Failure of Brittle Coatings on Ductile Metallic Substrates
Ph.D. Thesis - Failure of Brittle Coatings on Ductile Metallic SubstratesPh.D. Thesis - Failure of Brittle Coatings on Ductile Metallic Substrates
Ph.D. Thesis - Failure of Brittle Coatings on Ductile Metallic SubstratesDr. Adnan Judeh (Abdul-Baqi)
 
radiation emitted from mobile base-stations (article in Arabic)
radiation emitted from mobile base-stations (article in Arabic)radiation emitted from mobile base-stations (article in Arabic)
radiation emitted from mobile base-stations (article in Arabic)Dr. Adnan Judeh (Abdul-Baqi)
 
simulation of fatigue damage in solder joints using cohesive zones
simulation of fatigue damage in solder joints using cohesive zonessimulation of fatigue damage in solder joints using cohesive zones
simulation of fatigue damage in solder joints using cohesive zonesDr. Adnan Judeh (Abdul-Baqi)
 
study of environmental radioactivity in Palestine by in situ gamma-ray spectr...
study of environmental radioactivity in Palestine by in situ gamma-ray spectr...study of environmental radioactivity in Palestine by in situ gamma-ray spectr...
study of environmental radioactivity in Palestine by in situ gamma-ray spectr...Dr. Adnan Judeh (Abdul-Baqi)
 
fatigue damage modeling in solder interconnects using a cohesive zone approach
fatigue damage modeling in solder interconnects using a cohesive zone approachfatigue damage modeling in solder interconnects using a cohesive zone approach
fatigue damage modeling in solder interconnects using a cohesive zone approachDr. Adnan Judeh (Abdul-Baqi)
 
numerical analysis of indentation-induced cracking of brittle coatings on duc...
numerical analysis of indentation-induced cracking of brittle coatings on duc...numerical analysis of indentation-induced cracking of brittle coatings on duc...
numerical analysis of indentation-induced cracking of brittle coatings on duc...Dr. Adnan Judeh (Abdul-Baqi)
 
delamination of a strong film from a ductile substrate during indentation unl...
delamination of a strong film from a ductile substrate during indentation unl...delamination of a strong film from a ductile substrate during indentation unl...
delamination of a strong film from a ductile substrate during indentation unl...Dr. Adnan Judeh (Abdul-Baqi)
 
Indentation-induced interface delamination of a strong film on a ductile subs...
Indentation-induced interface delamination of a strong film on a ductile subs...Indentation-induced interface delamination of a strong film on a ductile subs...
Indentation-induced interface delamination of a strong film on a ductile subs...Dr. Adnan Judeh (Abdul-Baqi)
 

Mehr von Dr. Adnan Judeh (Abdul-Baqi) (16)

Radiation emitted from Israeli mobile base-stations (in Arabic with English a...
Radiation emitted from Israeli mobile base-stations (in Arabic with English a...Radiation emitted from Israeli mobile base-stations (in Arabic with English a...
Radiation emitted from Israeli mobile base-stations (in Arabic with English a...
 
Environment Quality Authority (EQA) standards and regulations for monitoring ...
Environment Quality Authority (EQA) standards and regulations for monitoring ...Environment Quality Authority (EQA) standards and regulations for monitoring ...
Environment Quality Authority (EQA) standards and regulations for monitoring ...
 
Guidlines of the ICNIRP on radiowaves
Guidlines of the ICNIRP on radiowavesGuidlines of the ICNIRP on radiowaves
Guidlines of the ICNIRP on radiowaves
 
M.Sc. Thesis - Atomic Physics Aspects of Radiation Physics
M.Sc. Thesis - Atomic Physics Aspects of Radiation PhysicsM.Sc. Thesis - Atomic Physics Aspects of Radiation Physics
M.Sc. Thesis - Atomic Physics Aspects of Radiation Physics
 
Ph.D. Thesis - Failure of Brittle Coatings on Ductile Metallic Substrates
Ph.D. Thesis - Failure of Brittle Coatings on Ductile Metallic SubstratesPh.D. Thesis - Failure of Brittle Coatings on Ductile Metallic Substrates
Ph.D. Thesis - Failure of Brittle Coatings on Ductile Metallic Substrates
 
Delamination of thin strong film - poster
Delamination of thin strong film  - posterDelamination of thin strong film  - poster
Delamination of thin strong film - poster
 
Fatigue damage - poster
Fatigue damage - posterFatigue damage - poster
Fatigue damage - poster
 
Indentation induced failure - poster
Indentation induced failure - posterIndentation induced failure - poster
Indentation induced failure - poster
 
CV - Adnan
CV - AdnanCV - Adnan
CV - Adnan
 
radiation emitted from mobile base-stations (article in Arabic)
radiation emitted from mobile base-stations (article in Arabic)radiation emitted from mobile base-stations (article in Arabic)
radiation emitted from mobile base-stations (article in Arabic)
 
simulation of fatigue damage in solder joints using cohesive zones
simulation of fatigue damage in solder joints using cohesive zonessimulation of fatigue damage in solder joints using cohesive zones
simulation of fatigue damage in solder joints using cohesive zones
 
study of environmental radioactivity in Palestine by in situ gamma-ray spectr...
study of environmental radioactivity in Palestine by in situ gamma-ray spectr...study of environmental radioactivity in Palestine by in situ gamma-ray spectr...
study of environmental radioactivity in Palestine by in situ gamma-ray spectr...
 
fatigue damage modeling in solder interconnects using a cohesive zone approach
fatigue damage modeling in solder interconnects using a cohesive zone approachfatigue damage modeling in solder interconnects using a cohesive zone approach
fatigue damage modeling in solder interconnects using a cohesive zone approach
 
numerical analysis of indentation-induced cracking of brittle coatings on duc...
numerical analysis of indentation-induced cracking of brittle coatings on duc...numerical analysis of indentation-induced cracking of brittle coatings on duc...
numerical analysis of indentation-induced cracking of brittle coatings on duc...
 
delamination of a strong film from a ductile substrate during indentation unl...
delamination of a strong film from a ductile substrate during indentation unl...delamination of a strong film from a ductile substrate during indentation unl...
delamination of a strong film from a ductile substrate during indentation unl...
 
Indentation-induced interface delamination of a strong film on a ductile subs...
Indentation-induced interface delamination of a strong film on a ductile subs...Indentation-induced interface delamination of a strong film on a ductile subs...
Indentation-induced interface delamination of a strong film on a ductile subs...
 

Kürzlich hochgeladen

APRIL2024_UKRAINE_xml_0000000000000 .pdf
APRIL2024_UKRAINE_xml_0000000000000 .pdfAPRIL2024_UKRAINE_xml_0000000000000 .pdf
APRIL2024_UKRAINE_xml_0000000000000 .pdfRbc Rbcua
 
8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR
8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR
8447779800, Low rate Call girls in New Ashok Nagar Delhi NCRashishs7044
 
8447779800, Low rate Call girls in Saket Delhi NCR
8447779800, Low rate Call girls in Saket Delhi NCR8447779800, Low rate Call girls in Saket Delhi NCR
8447779800, Low rate Call girls in Saket Delhi NCRashishs7044
 
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...lizamodels9
 
Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...
Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...
Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...lizamodels9
 
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort ServiceCall US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort Servicecallgirls2057
 
Islamabad Escorts | Call 03070433345 | Escort Service in Islamabad
Islamabad Escorts | Call 03070433345 | Escort Service in IslamabadIslamabad Escorts | Call 03070433345 | Escort Service in Islamabad
Islamabad Escorts | Call 03070433345 | Escort Service in IslamabadAyesha Khan
 
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCRashishs7044
 
/:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In...
/:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In.../:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In...
/:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In...lizamodels9
 
International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...ssuserf63bd7
 
FULL ENJOY Call girls in Paharganj Delhi | 8377087607
FULL ENJOY Call girls in Paharganj Delhi | 8377087607FULL ENJOY Call girls in Paharganj Delhi | 8377087607
FULL ENJOY Call girls in Paharganj Delhi | 8377087607dollysharma2066
 
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607dollysharma2066
 
Marketplace and Quality Assurance Presentation - Vincent Chirchir
Marketplace and Quality Assurance Presentation - Vincent ChirchirMarketplace and Quality Assurance Presentation - Vincent Chirchir
Marketplace and Quality Assurance Presentation - Vincent Chirchirictsugar
 
8447779800, Low rate Call girls in Uttam Nagar Delhi NCR
8447779800, Low rate Call girls in Uttam Nagar Delhi NCR8447779800, Low rate Call girls in Uttam Nagar Delhi NCR
8447779800, Low rate Call girls in Uttam Nagar Delhi NCRashishs7044
 
Case study on tata clothing brand zudio in detail
Case study on tata clothing brand zudio in detailCase study on tata clothing brand zudio in detail
Case study on tata clothing brand zudio in detailAriel592675
 
Investment in The Coconut Industry by Nancy Cheruiyot
Investment in The Coconut Industry by Nancy CheruiyotInvestment in The Coconut Industry by Nancy Cheruiyot
Investment in The Coconut Industry by Nancy Cheruiyotictsugar
 
Innovation Conference 5th March 2024.pdf
Innovation Conference 5th March 2024.pdfInnovation Conference 5th March 2024.pdf
Innovation Conference 5th March 2024.pdfrichard876048
 
Call Girls Miyapur 7001305949 all area service COD available Any Time
Call Girls Miyapur 7001305949 all area service COD available Any TimeCall Girls Miyapur 7001305949 all area service COD available Any Time
Call Girls Miyapur 7001305949 all area service COD available Any Timedelhimodelshub1
 
2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis UsageNeil Kimberley
 
Intro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdfIntro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdfpollardmorgan
 

Kürzlich hochgeladen (20)

APRIL2024_UKRAINE_xml_0000000000000 .pdf
APRIL2024_UKRAINE_xml_0000000000000 .pdfAPRIL2024_UKRAINE_xml_0000000000000 .pdf
APRIL2024_UKRAINE_xml_0000000000000 .pdf
 
8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR
8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR
8447779800, Low rate Call girls in New Ashok Nagar Delhi NCR
 
8447779800, Low rate Call girls in Saket Delhi NCR
8447779800, Low rate Call girls in Saket Delhi NCR8447779800, Low rate Call girls in Saket Delhi NCR
8447779800, Low rate Call girls in Saket Delhi NCR
 
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
 
Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...
Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...
Call Girls In Connaught Place Delhi ❤️88604**77959_Russian 100% Genuine Escor...
 
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort ServiceCall US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
 
Islamabad Escorts | Call 03070433345 | Escort Service in Islamabad
Islamabad Escorts | Call 03070433345 | Escort Service in IslamabadIslamabad Escorts | Call 03070433345 | Escort Service in Islamabad
Islamabad Escorts | Call 03070433345 | Escort Service in Islamabad
 
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
 
/:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In...
/:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In.../:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In...
/:Call Girls In Indirapuram Ghaziabad ➥9990211544 Independent Best Escorts In...
 
International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...
 
FULL ENJOY Call girls in Paharganj Delhi | 8377087607
FULL ENJOY Call girls in Paharganj Delhi | 8377087607FULL ENJOY Call girls in Paharganj Delhi | 8377087607
FULL ENJOY Call girls in Paharganj Delhi | 8377087607
 
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
 
Marketplace and Quality Assurance Presentation - Vincent Chirchir
Marketplace and Quality Assurance Presentation - Vincent ChirchirMarketplace and Quality Assurance Presentation - Vincent Chirchir
Marketplace and Quality Assurance Presentation - Vincent Chirchir
 
8447779800, Low rate Call girls in Uttam Nagar Delhi NCR
8447779800, Low rate Call girls in Uttam Nagar Delhi NCR8447779800, Low rate Call girls in Uttam Nagar Delhi NCR
8447779800, Low rate Call girls in Uttam Nagar Delhi NCR
 
Case study on tata clothing brand zudio in detail
Case study on tata clothing brand zudio in detailCase study on tata clothing brand zudio in detail
Case study on tata clothing brand zudio in detail
 
Investment in The Coconut Industry by Nancy Cheruiyot
Investment in The Coconut Industry by Nancy CheruiyotInvestment in The Coconut Industry by Nancy Cheruiyot
Investment in The Coconut Industry by Nancy Cheruiyot
 
Innovation Conference 5th March 2024.pdf
Innovation Conference 5th March 2024.pdfInnovation Conference 5th March 2024.pdf
Innovation Conference 5th March 2024.pdf
 
Call Girls Miyapur 7001305949 all area service COD available Any Time
Call Girls Miyapur 7001305949 all area service COD available Any TimeCall Girls Miyapur 7001305949 all area service COD available Any Time
Call Girls Miyapur 7001305949 all area service COD available Any Time
 
2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage
 
Intro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdfIntro to BCG's Carbon Emissions Benchmark_vF.pdf
Intro to BCG's Carbon Emissions Benchmark_vF.pdf
 

Fatigue damage modeling in solder interconnects using a cohesive zone approach

  • 1. Fatigue damage modeling in solder interconnects using a cohesive zone approach Adnan Abdul-Baqi, Piet Schreurs, Marc Geers AIO-Meeting: 03-06-2003 Supported by Philips
  • 2. Outline • Introduction • Geometry and loading • Cohesive zone method: – Cohesive zone formulation – Cohesive tractions – Damage evolution law – One dimensional example • Results: – Damage distribution – Corresponding total effective damage and reaction force – Life-time prediction in comparison with empirical models • Conclusions
  • 3. Printed circuit board (PCB) • Solder joints provide mechanical & electrical connection between the silicon chip and the printed circuit board. • Repeated switching of the device → temperature fluctuations → fatigue of the solder joints → device failure.
  • 4. Solder bump • Interconnects failure contributes by up to 20 % to device failure.
  • 5. Tin-Lead solder Typical Tin-Lead microstructure (A. Matin). • Simplified microstructure is chosen for the simulations: – Physically: rapid coarsening → continuous change. – Numerically: Large number of degrees of freedom → time consuming.
  • 6. Geometry and loading: solder bump Ux 0.1 mm Lead y Tin x 0.1 mm • Plane strain formulation, thickness = 1 mm. • Elastic properties: Tin (E = 50 GPa, ν = 0.36), Lead (E = 16 GPa, ν = 0.44) . max • Loading: cyclic mechanical with Ux = 1 µm.
  • 7. Cohesive zone method: cohesive zone? continuum element 3 n 4 t ∆ cohesive zone 1 2 continuum element • Cohesive zones are embedded between continuum elements. • Constitutive behavior: specified through a relation between the separation ∆ (initially = 0) and a corresponding traction T(∆).
  • 8. Cohesive zone method: stiffness matrix and nodal force vector • The cohesive zone nodal displacement vector is constructed in the local frame of reference (t,n): uT = {u1, u1 , u2, u2 , u3, u3 , u4, u4 }. t n t n t n t n • The relative displacement vector ∆ is then calculated as:     ∆  t  ∆= = Au  ∆n   where A is a matrix of the shape functions:   −h1 0 −h2 0 h1 0 h2 0 A=  0 −h1 0 −h2 0 h1 0 h2   and 1 1 h1 = (1 − η), h2 = (1 + η). 2 2 The parameter η is defined at the cohesive zone mid plane and varies between −1 at nodes (1,3) and 1 at nodes (2,4).
  • 9. • The cohesive zone internal nodal force vector and stiffness matrix are now writ- ten as: l +1 f = S ATT dS = −1 ATT dη 2 l +1 K = S ATBA dS = −1 ATBA dη 2 where S is the cohesive zone area, l is the cohesive zone length and B is the cohesive zone constitutive tangent operator given by: ∂Tt ∂Tt     ∂∆t ∂∆n     B=  .  ∂Tn ∂Tn        ∂∆t ∂∆n • Finally, K and f are transformed to the global frame of reference (x,y).
  • 10. Cohesive tractions: monotonic loading 1 1 Tn/σmax 0 Tt/τmax 0 −1 −2 (a) −1 (b) −1 0 1 2 3 4 5 6 −3 −2 −1 0 1 2 3 ∆ /δ ∆ /δ n n t t Cohesive zone monotonic normal (a) and shear (b) tractions. • Characteristics: peak traction and cohesive energy. • The softening branch is the energy dissipation source.
  • 11. Cohesive tractions: cyclic loading • A linear relation is assumed between the cohesive traction and the corresponding cohesive opening: Tα = kα (1 − Dα )∆α where kα is the initial stiffness and α is either the local normal (n) or tangential (t) direction in the cohesive zone plane. • Energy dissipation is accounted for by the damage variable D. • The damage variable is supplemented with an evolution law: ˙ ˙ D = f (∆, ∆, T, D, ...).
  • 12. Cyclic loading: damage evolution • Evolution law (motivated by Roe and Siegmund, 2003):   |Tα | Dα = cα |∆α | (1 − Dα + r)m  ˙ ˙  − σf   1 − Dα where cα , r, m are constants and σf is the cohesive zone endurance limit. • Satisfies main experimental observations on cyclic damage: – Damage increases with the number of cycles. – The larger the load, the larger the induced damage. – Damage is larger in the presence of mean stress/strain. – Load sequencing: cycling at a high stress level followed by a lower level (H–L) causes more damage than when the order is reversed (L–H). σf = 0 −→ linear damage accumulation (Miner’s law).
  • 13. Cohesive zone: k = 106 GPa/mm, c = 100 mm/N, σf = 150 MPa, r = 10−3, m = 3. Continuum: E = 30 GPa, ν = 0.25. Loading: axial sinusoidal displacement U with amplitude of 0.2 µm. Geometry: L = 20 µm, R = 10 µm. ¡ ¡ ¡ ¡ ¡ ¡ ¡  ¢¡¡¡¡¡¡¡ ¡ ¡ ¡ ¡ ¡ ¡ ¡  ¢¡¡¡¡¡¡¡ ¡ ¡ ¡ ¡ ¡ ¡ ¡ ¢ ¢ ¢ ¢ ¢ ¢ ¢ ¤¡¢¡¢¤¡¢¤¡¢¤¡¢¤¡¢¤¡ ¢ ¢¡¢¡¢¡¢¡¢¡¢¡¢¡ ¢  ¡ ¡ ¡ ¡ ¡ ¡ ¡ £ £ £ £ £ £ ¤¡¡¤¡¤¡¤¡¤¡¤¡ ¢¡¢¡¢¡¢¡¢¡¢¡¢¡ ¢  ¡ ¡ ¡ ¡ ¡ ¡ ¡ £¡¢¡¢£¡¢£¡¢£¡¢£¡¢£¡ ¡¡¡¡¡¡¡ ¢ ¢£¤¤£¤¡¤£¡¤¡¤¡¤¡¤¡¤¡ £¡¡£¡£¡£¡£¡£¡ ¤¡¤¡¤¡¤¡¤¡¤¡¤¡ £¡£¡£¡£¡£¡£¡£¡ ¤¡¤¡¤¡¤¡¤¡¤¡¤¡¤ £¡£¡£¡£¡£¡£¡£¡£ ¤¡¤¡¤¡¤¡¤¡¤¡¤¡¤ £¡£¡£¡£¡£¡£¡£¡£ ¤¡¤£¤¡¤¡¤¡¤¡¤¡¤¡¤£¤ £¡¡£¡£¡£¡£¡£¡ ¤¡¡¤¡¤¡¤¡¤¡¤¡ £¡£¡£¡£¡£¡£¡£¡£ ¤¡¤¡¤¡¤¡¤¡¤¡¤¡¤ £¡£¡£¡£¡£¡£¡£¡£ ¤¡¤¡¤¡¤¡¤¡¤¡¤¡¤ £¡¤£¡£¡£¡£¡£¡£¡¤£ ¤¡¡¤¡¤¡¤¡¤¡¤¡ £¡£¡£¡£¡£¡£¡£¡£ ¤¡¤¡¤¡¤¡¤¡¤¡¤¡¤ £¡£¡£¡£¡£¡£¡£¡£ L ¤¡¤¡¤¡¤¡¤¡¤¡¤¡¤ £¡£¡£¡£¡£¡£¡£¡£ ¤¡£¤¡¤¡¤¡¤¡¤¡¤¡£¤ £¡¡£¡£¡£¡£¡£¡ ¤¡£¤¡¤¡¤¡¤¡¤¡¤¡£¤ ¡¥¡¥¡¥¡¥¡¥¡¥¡ ¥¦¡¦¡¦¡¦¡¦¡¦¡¦¡£¤ ¡¥¡¥¡¥¡¥¡¥¡¥¡ ¥¦¡¡¡¡¡¡¡£¤ £¡¡£¡£¡£¡£¡£¡ ¡¦£¤£¤¡¦¡¦¡¦¡¦¡¦¡ ∆ ¡¥¡¥¡¥¡¥¡¥¡¥¡¦¥¦ ¦¥¦¡¡¡¡¡¡¡¥ ¦¡¦¡¦¡¦¡¦¡¦¡¦¡¥¦ ¨ ¨ ¨ ¨ ¨ ¨ §¡¡§¡§¡§¡§¡§¡ ¨¡¡¨¡¨¡¨¡¨¡¨¡ §¡¡§¡§¡§¡§¡§¡ ¥¡¥¡¥¡¥¡¥¡¥¡¥¡ ¡¡¡¡¡¡¡¥¦¥¦¨§¨§¨ §¥¡¥¡¥¡¥¡¥¡¥¡¥¡ ¡¦¡¦§¡¦§¡¦§¡¦§¡¦§¡ ¨¡¡¨¡¨¡¨¡¨¡¨¡ ¡¦§¨¡¦¨¡¦¨¡¦¨¡¦¨¡¦¨¡ ¡¨¡§¡§¡§¡§¡§¡ §¨¡¨§¡¨¡¨¡¨¡¨¡¨¡ ¡¡§¡§¡§¡§¡§¡ §¨¡¨§¡¨¡¨¡¨¡¨¡¨¡¨§ ¡¨§¡§¡§¡§¡§¡§¡¨§ §§¨¡¡§¡§¡§¡§¡§¡ ¡§¡¨¡¨¡¨¡¨¡¨¡§ ¨¨¡¨¡¨¡¨¡¨¡¨¡¨¡¨ §¡¡§¡§¡§¡§¡§¡ ¡¨§¡§¡§¡§¡§¡§¡¨§ ¨¡¡¨¡¨¡¨¡¨¡¨¡ §¡¨§¡¨¡¨¡¨¡¨¡¨¡¨§ ¡§¡§¡§¡§¡§¡§¡§ §¨¡¡¨¡¨¡¨¡¨¡¨¡ ¡¨§¡§¡§¡§¡§¡§¡§¨ §¨¡¡¨¡¨¡¨¡¨¡¨¡ ¡¨§¨¡§¡§¡§¡§¡§¡¨§¨ ¨§¨¡¡¨¡¨¡¨¡¨¡¨¡ §¡§¡§¡§¡§¡§¡§¡§ ¨¡¨¡¨¡¨¡¨¡¨¡¨¡¨ §¡§¡§¡§¡§¡§¡§¡§ R ¨¡¨¡¨¡¨¡¨¡¨¡¨¡¨ §¡¡§¡§¡§¡§¡§¡ ¡§¨§¨§¡¡¡¡¡¡§¨§¨§ Uniaxial cyclic tension-compression example
  • 14. Initial cohesive stiffness High initial stiffness → minimize artificial enhancement of the overall compliance. For a bar containing n equally spaced cohesive zones: (U − n∆) σ= E, L T = k(1 − D)∆. Stress continuity → σ = (U/L)E ∗, where E ∗ is given as:   1 E ∗ = 1 − kL   E.  nE (1 − D) + 1 nE To ensure a negligible enhancement of the overall compliance → kL << 1. E In a two-dimensional model the condition is estimated by kl << 1, where l ≈ L/n is the average cohesive zone length.
  • 15. 400 0.15 (a) 0.1 (b) 200 T (MPa) 0.05 F (N) 0 0 −0.05 −200 −0.1 −0.15 −400 0 200 400 600 800 1000 −0.05 0 0.05 0.1 0.15 0.2 N (cycles) ∆ (µ m) (a) Reaction force vs. cycles to failure. (b) Cohesive traction vs. opening. • Assumption: damage does not occur under compression: – Physically: infinite compressive strength. – Numerically: minimizes inter-penetration (overlapping) of neighboring con- tinuum elements under compression.
  • 16. F versus N : experimental (Erik de Kluizenaar: Philips).
  • 17. 0.15 0.15 0.1 (a) 0.1 (b) 0.05 0.05 F (N) F (N) 0 0 −0.05 −0.05 −0.1 −0.1 −0.15 −0.15 0 20 40 60 80 100 0 500 1000 1500 2000 N (cycles) N (cycles) Different damage parameters: (a) r = 10−3, m = 1. (b) r = 0, m = 3.
  • 18. 1 1 H−L 0.8 0.8 L−H 0.6 εmean = 0 0.6 D εmean = 0.5 % D 0.4 0.4 0.2 (a) 0.2 (b) 0 0 0 200 400 600 800 1000 0 100 200 300 400 N (cycles) N (cycles) (a) Mean strain effect. (b) Load sequencing effect. H–L: 200 cycles at max = 1 % followd by 200 cycles at max = 0.5 % L–H: 200 cycles at max = 0.5 % followd by 200 cycles at max = 1 %
  • 19. Cohesive parameters: solder bump czg1 czg2 czg3 czg4 • Initial cohesive zone stiffness kα = 106 GPa/mm. – Sufficiently high compared to continuum stiffness. Identical for all cohesive zone groups. • Damage coefficient cα in [mm/N]: czg1 : 0, czg2 : 25, czg3 : 100, czg4 : 0. • σα = 0 MPa, r = 10−3. f
  • 20. Computational time reduction • Loading is applied incrementally. • For large number of cycles → time consuming. • Computational time reduction: only selected cycles are simulated. • Time reduction of more than 90 % in some cases.
  • 21. Results: damage distribution N = 500; Deff = 0.14 N = 1000; Deff = 0.22 Damage distribution in the solder bump at different cycles. Red lines indicate i damaged cohesive zones (Deff ≥ 0.5). 2 2 Deff = (Dn + Dt − DnDt )1/2 i i i i i
  • 22. N = 2000; Deff = 0.31 N = 8000; Deff = 0.4
  • 23. 0.5 0.4 0.3 eff D 0.2 0.1 0 0 2000 4000 6000 8000 N (cycles) The total effective damage versus the number of cycles. The total effective damage is calculated by averaging over all cohesive zones: 1 N Deff = Deff S i i S i i where Deff is the effective damage at cohesive zone (i).
  • 24. 8 6 4 F (N) 2 0 x −2 −4 −6 −8 0 2000 4000 6000 8000 N (cycles) The reaction force versus the number of cycles. • Slow softening followed by rapid softening (Kanchanomai et al., 2002)
  • 25. S-N curve −0.5 FEM ) −1 linear fit max −1.5 log(ε −2 −2.5 −3 1 2 3 4 5 6 log(2N ) f Applied strain max versus the number of reversals to failure 2Nf .
  • 26. • Finite element data can be fitted with the Coffin-Manson model: max = a(2Nf )b a: fatigue ductility coefficient b: fatigue ductility exponent • Failure criteria: 50% reduction in the reaction force −→ a = 0.83, b = −0.49. • Reduction of 25% or 75% → same value of b. • Change by ±50 % in the Young’s modulii → same value of b.
  • 27. Effect of the elastic parameters 4 3 r Nf/Nf 2 1 0 0.5 0.75 1 1.25 1.5 E/Er Variation of Nf with E at max = 1%. Fitting curve: Nf /Nfr = (E/E r)−1.83.
  • 28. Conclusions • Evolution law captures main cyclic damage characteristics. • The model’s prediction of the solder bump life-time agrees with the Coffin- Manson model. • More efficient computational time reduction scheme: −→ simulation of larger number of cycles. −→ more realistic microstructure.