A similarity based prognostics approach for real time health management of electronics using impedance analysis and SVM regression

Author:

Lee ChangyongORCID,Kwon DaeilORCID

Funder

National Research Foundation of Korea

Ulsan National Institute of Science and Technology

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Surfaces, Coatings and Films,Safety, Risk, Reliability and Quality,Condensed Matter Physics,Atomic and Molecular Physics, and Optics,Electronic, Optical and Magnetic Materials

Reference26 articles.

1. Failures in electronic assemblies and devices;Pecht,2001

2. Creep and stress relaxation of hypo-eutectic Sn3.0Ag0.5Cu Pb-free alloy: testing and modeling;Cuddalorepatta,2007

3. Effect of different temperature cycle profiles on the crack propagation and microstructural evolution of lead free solder joints of different electronic components;Andersson,2004

4. Isothermal mechanical fatigue of Pb-free solders: damage propagation rate & time to failure;Zhang,2002

5. Microscopic experimental investigation on shear failure of solder joints;Lau;Int. J. Fract.,2004

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