High-cycle fatigue life prediction for Pb-free BGA under random vibration loading

D Yu, A Al-Yafawi, TT Nguyen, S Park… - Microelectronics …, 2011 - Elsevier
This paper develops an assessment methodology based on vibration tests and finite
element analysis (FEA) to predict the fatigue life of electronic components under random …

Adaptive machine learning with physics-based simulations for mean time to failure prediction of engineering systems

H Wu, Y Xu, Z Liu, Y Li, P Wang - Reliability Engineering & System Safety, 2023 - Elsevier
Abstract The Mean Time to Failure (MTTF) is a critical metric for assessing the reliability of
non-repairable systems, and it plays a significant role in incident management. However …

Remaining useful life (RUL) estimation of electronic solder joints in rugged environment under random vibration

N Muhammad, Z Fang, M Shoaib - Microelectronics Reliability, 2020 - Elsevier
The remaining useful life (RUL) of electronic modules under the influence of rugged random-
vibration and operational conditions is investigated in this paper. The effects of storage …

Effects of system design on fatigue life of solder joints in BGA packages under vibration at random frequencies

M Samavatian, LK Ilyashenko, A Surendar… - Journal of Electronic …, 2018 - Springer
Fatigue life predictions for ball grid arrays (BGA) in electronic devices under random
vibration have been made using the finite element method (FEM). Three different circuit …

Practical aspects of thermomechanical modeling in electronics packaging: A case study with a SiC power package

G Ye, X Fan, G Zhang - Microelectronics Reliability, 2022 - Elsevier
In this paper, we presented several practical aspects for building robust and reliable finite
element models in thermomechanical modeling in electronics packaging using finite …

Fatigue life prediction of package-on-package stacking assembly under random vibration loading

J Xia, GY Li, B Li, LX Cheng, B Zhou - Microelectronics Reliability, 2017 - Elsevier
This paper presents a general methodology to predict the fatigue life of the Package-on-
Package (PoP) under random vibration loading by means of vibration tests and finite …

Random vibration reliability of BGA lead-free solder joint

F Liu, G Meng - Microelectronics Reliability, 2014 - Elsevier
Solder joint fatigue failure under vibration loading has been a great concern in
microelectronic industry. High-cycle fatigue failure of lead-free solder joints has not been …

Numerical simulation and fatigue life estimation of BGA packages under random vibration loading

F Liu, Y Lu, Z Wang, Z Zhang - Microelectronics Reliability, 2015 - Elsevier
This work investigates finite element (FE) simulation and fatigue life prediction of ball grid
array (BGA) under random vibration loading. The printed circuit board (PCB) assemblies are …

Application of deep neural network in fatigue lifetime estimation of solder joint in electronic devices under vibration loading

AA Salameh, H Hosseinalibeiki, S Sajjadifar - Welding in the World, 2022 - Springer
Comprehensive rapid reliability analysis of electronic devices in the design level while
simultaneously considering all the crucial parameters is undoubtedly of paramount …

Combination of thermal cycling and vibration loading effects on the fatigue life of solder joints in a power module

D Ghaderi, M Pourmahdavi… - Proceedings of the …, 2019 - journals.sagepub.com
In this work, the combination of vibration loading and thermal cycle effects on the fatigue
properties of a solder joint in a Metal-Oxide-Semiconductor Field-Effect Transistor (MOSFET) …