Image Processing-Based Method of Evaluation of Stress from Grain Structures of Through Silicon Via (TSV)
Authors:
- 22 July 2023
- journal article
- research article
- Published by World Scientific Pub Co Pte Ltd in International Journal of Image and Graphics
- Vol. 25 (02)
Abstract
Visualization of material composition across numerous grains and complicated networks of grain boundaries using image processing techniques can reveal fresh insights into the material’s structural evolution and upcoming functional capabilities for a variety of applications. Three-dimensional integrated circuits (3D IC) are the most practical technology for increasing transistor density in future semiconductor applications. One of the key benefits of 3D IC is heterogeneous integration, which results in shorter interconnections due to vertical stacking. However, one of the most significant challenges in building higher-density microelectronics devices is the stress generated by material mismatches in the coefficient of thermal expansion (CTE). The purpose of this study is to analyze grain boundary migration caused by variations in strain energy density using image processing methods for 3D grain continuum modeling. Temperature changes in polycrystalline structures generate stresses and strain energy densities, which may be calculated using FEM software. Single crystal Cu’s anisotropic elastic properties are twisted to suit grain orientation in space and each grain is treated as a single crystal. Grain boundary speeds are calculated using a simple model that relates grain boundary mobility to variations in strain energy density on both sides of grain boundaries. Using the grain continuum model, researchers will be able to investigate the effect of thermally generated stresses on grain boundary motion caused by atomic flux driven by strain energy. Using finite-element modeling of the grain structure in a Through Silicon Via, the stress effect on grain boundaries caused by grain rotation due to CTE mismatch was investigated (TSV). The structure must be modeled using a scanning electron microscopes Electron Backscatter Diffraction (EBSD) image (SEM). Grain growth and subsequent grain boundary rotation can be performed using the appropriate extrapolation method to measure their influence on stress and, as a result, the TSV’s overall reliability.Keywords
This publication has 36 references indexed in Scilit:
- An Edge Computing Based Smart Healthcare Framework for Resource ManagementSensors, 2018
- Effect of Selective Laser Melting Process Parameters on the Quality of Al Alloy Parts: Powder Characterization, Density, Surface Roughness, and Dimensional AccuracyMaterials, 2018
- Improving the precision of orientation measurements from technical materials via EBSD pattern matchingActa Materialia, 2018
- Challenges facing copper‐plated metallisation for silicon photovoltaics: Insights from integrated circuit technology developmentProgress in Photovoltaics: Research and Applications, 2018
- Fractographic classification in metallic materials by using computer visionEngineering Failure Analysis, 2016
- Through-silicon via stress characteristics and reliability impact on 3D integrated circuitsMRS Bulletin, 2015
- Close-Packed Silicon Microelectrodes for Scalable Spatially Oversampled Neural RecordingIEEE Transactions on Biomedical Engineering, 2015
- Computer analysis of characteristic elements of fractographic imagesMaterials Science, 2013
- Three-Dimensional Integrated Circuits and the Future of System-on-Chip DesignsProceedings of the IEEE, 2006
- Modeling and analysis of nonuniform substrate temperature effects on global ULSI interconnectsIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2005