Network


Latest external collaboration on country level. Dive into details by clicking on the dots.

Hotspot


Dive into the research topics where Chang-Bo Ke is active.

Publication


Featured researches published by Chang-Bo Ke.


electronic components and technology conference | 2016

Phase Field Simulation of Segregation of the Bi-Riched Phase in Cu/Sn-Bi/Cu Solder Interconnects under Electric Current Stressing

Shui-Bao Liang; Chang-Bo Ke; Wen-Jing Ma; Min-Bo Zhou; Xin-Ping Zhang

The migration and segregation of Bi atoms in Cu/Sn-Bi/Cu solder interconnects under electric current stressing usually induce the formation of Bi-riched layers at the anode side, which can cause the failure of solder interconnects easily. In our study, the microstructure evolution of the eutectic Sn-Bi solder in a Cu/Sn-Bi/Cu flip chip solder joint and a right-angle Cu/Sn-Bi/Cu solder interconnect is simulated by phase field method. Further, the phase field equation is coupled with the Laplace equation governing the electric potential to simulate the segregation of the Bi-riched phase in Cu/Sn-Bi/Cu solder interconnects, in which the Bi-riched phase and Sn-riched phase inhomogeneously distribute. The coarsening behavior of the eutectic microstructure can also be seen in the simulation results, and the phases grow and become coarse along multiple directions in the flip chip solder interconnect compared with that in the right-angle solder interconnect. Under electric current stressing, Bi atoms migrate towards the anode side, while Sn atoms move in the opposite direction, and finally a segregated layer of Bi-riched phase is formed at the anode side, which is consistent with the experimental studies. The phase separation first occurs near the bottom corner of the right-angle solder interconnect. Moreover, the inhomogeneity of microstructures can influence the current density distribution, and the electromigration and segregation of the Bi-riched phase can induce the increase of both the voltage and resistance.


international conference on electronic packaging technology | 2015

Morphological evolution and migration behavior of the microvoid in Sn/Cu interconnects under electrical field studied by phase-field simulation

Shui-Bao Liang; Chang-Bo Ke; Min-Bo Zhou; Xin-Ping Zhang

Microvoids usually form at the interface between the Sn-based solder and Cu substrate during aging process. The existence and growth (electromigration and coalescence) of the microvoids can decrease the reliability of solder joints, in particular for the joints undergoing electrical current stressing of high density. In this paper, a diffuse interface model is employed to simulate the morphological evolution and migration behavior of microvoids in the solder interconnect consisting of the Sn-based solder and Cu substrate (i.e., Sn/Cu system), under electrical fields. Simulations take into account the coupled effect of surface diffusion and electrical field. The order parameter equation and electrical field equation are solved by using the finite difference method. The validity of this method is confirmed by the agreement of the evolution of noncircular microvoids driven by surface energy with that predicted theoretically. Simulation results show that the electrical field has significant influence on the morphological evolution of microvoids. The circular microvoids migrate from the region with high electric potential to the region with low potential under electrical field. Moreover, the migration velocity of the microvoid is constant. With increasing the voltage, the migration rate increases and under a high voltage the severe migration of microvoid may lead to a failure of the solder interconnect by the electromigration or coalescence of microvoids.


electronic components and technology conference | 2017

Microstructure Simulation and Thermo-Mechanical Behavior Analysis of Copper Filled Through Silicon Vias Using Coupled Phase Field and Finite Element Methods

Shui-Bao Liang; Chang-Bo Ke; Han-Jiang; Min-Bo Zhou; Xin-Ping Zhang

High thermo-mechanical stresses are usually induced in through silicon via (TSV) structures due to the mismatch of coefficients of thermal expansion (CTE) between copper and silicon in Cu filled TSVs, which has brought an increasing concern for the reliability problems during fabrication process and operation of electronic devices. The size, shape and orientation of Cu grains in TSVs and their effects on thermo-mechanical behavior of TSVs can not be ignored, especially with the continuous miniaturization and increasing integration of 3D ICs. In this study, the dynamic evolution characteristics of grain growth in a Cu filled TSV are simulated by a two-dimensional phase field model firstly, and then the thermo-mechanical behavior of the TSV with different grain morphologies under annealing condition is investigated by finite element method (FEM), and finally the interaction effects of grain growth and thermo-mechanical behavior in the TSV during operation of electronic devices are studied.


Microelectronics Reliability | 2017

Numerical simulations of migration and coalescence behavior of microvoids driven by diffusion and electric field in solder interconnects

Shui-Bao Liang; Chang-Bo Ke; Wen-Jing Ma; Min-Bo Zhou; Xin Ping Zhang

Abstract A diffuse interface model is developed to simulate the effect of electric field on the morphological evolution and migration behavior of the microvoid in the solder interconnect consisting of the Sn based solder and Cu substrate (i.e., Sn/Cu system). The model takes into account the coupled effect of surface diffusion and electric field, and the validity of the model is confirmed by good agreement between the simulation and theoretical predictions in terms of evolution behavior of the noncircular microvoid driven by surface energy. The results show that the coalescence of microvoids driven only by surface energy occurs when the microvoids contact each other. The evolution and migration of the microvoid under electric field are governed by the magnitude of electric field and the initial size of the microvoid. The microvoid migrates at a constant velocity under a weak electric field, while the strong electric field results in the shape change of the microvoid from circular to narrow crack-like. In addition, the migration velocity of the microvoid increases linearly with the voltage and is inversely proportional to the size of the microvoid; a small microvoid can catch up with a large one, and finally they merge to form a larger microvoid, which may promote the open circuit failure near the solder/Cu interface in solder interconnects.


international conference on electronic packaging technology | 2014

Interaction effect between electromigration and microstructure evolution in BGA structure Cu/Sn-58Bi/Cu solder interconnects

Hong-Bo Qin; Wu Yue; Chang-Bo Ke; Min-Bo Zhou; Xin-Ping Zhang; Bin Li

Dimension of solder interconnects (or joints) and pitches has been continuously scaling down, resulting in inhomogeneous microstructure and severe electromigration (EM) effect in solder interconnects. In this study, the interaction effect between electromigration and microstructure evolution in ball grid array (BGA) structure Cu/Sn-58Bi/Cu solder interconnects under a direct current density of 1.5×108 A/m2 is studied by cellular automaton (CA) modeling embedded with finite element (FE) simulation. Results show that, compared with configuration or geometry of BGA interconnects, the influence of inhomogeneous eutectic phases on the distribution of current density is more obvious. The current density in the Sn-rich phase is much higher than that in the Bi-rich phase. Bi atoms in Sn-rich phase are more prone to migrate to the anode first, rather than migrating directly along the interface between Bi-rich phase and Sn-rich phase. Consequently, the damage in the Sn-rich phase, rather than at phase interfaces or in the Bi-rich phase, could usually be observed in experiments. By employing the criterion of EM induced atomic flux of Bi in FE analysis under CA rules, simulation results of Bi-rich phase segregation are consistent with the experimental observation under current stressing.


international conference on electronic packaging technology | 2016

Phase field simulation of morphological evolution and migration of the microvoid in small scale solder interconnects driven by temperature gradient

Shui-Bao Liang; Chang-Bo Ke; Min-Bo Zhou; Xin-Ping Zhang

Thermomigration issue has attracted increasing attention as it can induce the failure of solder interconnects, owing to the migration of atoms driven by heat flux. Further, thermomigration can promote the formation of microvoids, and also induces the evolution and migration of many other types of microvoids in solder interconnects, resulting in loss of the integrity of solder interconnects and a dramatic decrease of the reliability, in particular for the solder interconnects under high temperature gradient. In this paper, a phase field model is developed and employed to simulate the evolution and migration behavior of microvoids in solder interconnects under the applied temperature gradient. Simulations take into account the coupled effect of surface diffusion and temperature gradient, and the feasibility and validity of this method are confirmed. The results show that for the solder interconnect containing an initially circular void in microscale, the microvoid migrates to the cold regions along the temperature gradient. In addition, under a higher temperature gradient, the microvoid migrates with higher speed and its shape becomes unstable, which will increase the potential of failure in solder interconnects. Moreover, the temperature gradient can drive two microvoids to migrate and coalesce to a large micorvoid, and eventually a slit-like void is formed. Finally, the microvoid migration kinetics is also investigated, and the result is consistent with the analytical solution.


international conference on electronic packaging technology | 2016

Phase field simulation of the microstructural evolution and electromigration-induced phase segregation in line-type Cu/Sn-Bi/Cu solder interconnects

Shui-Bao Liang; Chang-Bo Ke; Meng-Ying Tan; Min-Bo Zhou; Xin-Ping Zhang

The separation state and inhomogeneous nature of microstructure in Sn-Bi based solders can reduce the reliability of solder interconnects obviously. Notably, continuously scaling down of the feature size of solder interconnects may greatly promote the electromigation and segregation of Bi atoms in Cu/Sn-Bi/Cu interconnects under electric current stressing, which will induce the inhomogeneity of the microstructure and decrease the reliability of solder interconnects inevitably. In this study, a phase field model is developed to simulate the microstructure of the eutectic Sn-Bi solder in a line-type Cu/Sn-Bi/Cu interconnect. Further, the phase field equation is coupled with the Laplace equation governing the electric potential to simulate the segregation of the Bi-rich phase in line-type Cu/Sn-Bi/Cu interconnects under electric current stressing. The simulated evolution and coarsening behavior of the eutectic microstructure are consistent with experimental studies. Under electric current stressing, Bi atoms migrate towards the anode side, and finally a Bi-rich phase region forms at the anode side, while a Sn-rich phase layer forms at the cathode side. Moreover, by reversing the direction of electric current, the Bi-rich phase layer is formed at the anode side starts to dissolve, and finally a continues Bi-rich phase layer is formed on the opposite side.


international conference on electronic packaging technology | 2016

Phase field crystal simulation of morphological evolution and propagation of microcracks in the intermetallic compound layer of Sn/Cu solder interconnects

Wen-Jing Ma; Chang-Bo Ke; Min-Bo Zhou; Xin-Ping Zhang

The existence of microcracks in solder interconnects plays a key role in determining the performance and reliability of solder interconnects, in particular, may increase significantly the potential for brittle interfacial fracture of interconnects and reduce the thermal conductivity of the systems. Thus, characterization of the formation and propagation of microcracks is very important for evaluating the performance and reliability of solder interconnects. In this paper, a phase field crystal model is utilized to study the morphological evolution and propagation of microcracks in a typical solder joint consisting of the Sn-based solder and Cu substrate. The simulation results show that the initial crack notch configuration affects sigificantly the crack propagation. The length and area fraction of the crack gradually increase with the simulation time, while the crack propagation rate decreases initially and then becomes stabilized with the simulation time. The atomic density in the initial crack notch can also affect the crack propagation. The number and size of the crack branches increase with increasing both the atomic density in the initial crack notch and simulation time. When the atomic density in the initial crack notch is 0.9, new cracks form around the pre-existing cracks, and the propagation velocities of cracks along the x and y directions are the same. When the atomic density in the initial crack notch is 0.6, the cracks propagate faster along the y direction than the x direction.


international conference on electronic packaging technology | 2014

Phase field simulation of Kirkendall voids at the interface of microscale Sn/Cu system lead-free interconnects

Shui-Bao Liang; Chang-Bo Ke; Wen-Jing Ma; Min-Bo Zhou; Xin-Ping Zhang

During the soldering process, Kirkendall voids may form at the Cu/Cu3Sn interface and in Cu3Sn compound layer. Excessive formation and growth of Kirkendall voids may increase the potential for brittle interfacial fracture, and the existence of voids will reduce the thermal conductivity. Thus, characterization of formation and growth of Kirkendall voids is very important to the evaluation of performance and reliability of solder interconnects. In this paper, a phase field crystal model of a substitutional binary is developed and applied to simulate the formation and growth of Kirkendall voids in the Cu/Cu3Sn interface in the atomic scale. The simulation results show that the formation and growth of Kirkendall voids includes four stages: incubation, nucleation, growth and healing stages. With increasing the grain boundary angle, more Kirkendall voids may form and the average diameter of Kirkendall voids decreases due to the competitive growth between different Kirkendall voids.


electronic components and technology conference | 2014

Interaction effect between electromigration and microstructure evolution in Cu/Sn-58Bi/Cu solder interconnect

Hong-Bo Qin; Bin Li; Wu Yue; Chang-Bo Ke; Min-Bo Zhou; Xin-Ping Zhang

The interaction effect between electromigration (EM) and microstructure evolution in Cu/Sn-58Bi/Cu solder interconnect with asymmetric configuration along current direction was studied by cellular automaton (CA) modeling embedded with finite element (FE) simulation, with a comparison to in-situ scanning electron microscope (SEM) observation and focus ion beam (FIB) microanalysis. The CA method was proposed to simulate the eutectic structure of Sn-58Bi solder alloy. Results show that the accumulation of Bi-rich phase tends to occur near the bottom corner position of the interconnect owing to the smallest local electrical resistance and severest current crowding effect. At the bottom corner of the interconnect, the current density in Sn-rich phase is much higher than that in Bi-rich phase. Bi atoms in Sn-rich phase are more prone to migrate to the anode first, rather than migrating directly along the interface between Bi-rich phase and Sn-rich phase. By employing the criterion of EM induced atomic flux of Bi in FE analysis under CA rules, simulation results of Bi-rich phase segregation are consistent with the experimental observation under current stressing.

Collaboration


Dive into the Chang-Bo Ke's collaboration.

Top Co-Authors

Avatar

Min-Bo Zhou

South China University of Technology

View shared research outputs
Top Co-Authors

Avatar

Xin-Ping Zhang

South China University of Technology

View shared research outputs
Top Co-Authors

Avatar

Shui-Bao Liang

South China University of Technology

View shared research outputs
Top Co-Authors

Avatar

Wen-Jing Ma

South China University of Technology

View shared research outputs
Top Co-Authors

Avatar

Cheng Wei

South China University of Technology

View shared research outputs
Top Co-Authors

Avatar

Wu Yue

South China University of Technology

View shared research outputs
Top Co-Authors

Avatar

Hong-Bo Qin

South China University of Technology

View shared research outputs
Top Co-Authors

Avatar

Bin Li

Southern Methodist University

View shared research outputs
Top Co-Authors

Avatar

Hong Jin

South China University of Technology

View shared research outputs
Top Co-Authors

Avatar

Meng-Ying Tan

South China University of Technology

View shared research outputs
Researchain Logo
Decentralizing Knowledge