Information-Theoretic Measures and Sequential Monte Carlo Methods for Detection of Regeneration Phenomena in the Degradation of Lithium-Ion Battery Cells

• Published in: IEEE transactions on reliability Vol. 64; no. 2; pp. 701 - 709
• Main Authors: Orchard, Marcos E., Lacalle, Matias S., Olivares, Benjamin E., Silva, Jorge F., Palma-Behnke, Rodrigo, Estevez, Pablo A., Severino, Bernardo, Calderon-Munoz, Williams, Cortes-Carmona, Marcelo
• Format: Journal Article
• Language: English
• Published: IEEE 01.06.2015
• Subjects: Atmospheric measurements; Batteries; Battery charge measurement; Capacity regeneration; Degradation; Entropy; information theoretic measures; lithium-ion battery; particle filters; Particle measurements; Probability density function; state-of-health

This paper analyses and compares the performance of a number of approaches implemented for the detection of capacity regeneration phenomena (measured in ampere-hours) in the degradation trend of energy storage devices, particularly Lithium-Ion battery cells. All implemented approaches are based on a...