3 papers
physics.app-ph2026
Review of ultrasonic methods for monitoring, damage detection, and processing of lithium-ion batteries throughout their life-cycle
Simon Montoya-Bedoya, Tyler M. McGee, Joong Seok Lee +4
Lithium-ion batteries (LIBs) are the leading technology used in consumer electronics, electric vehicles, and grid-level electrochemical energy storage applications. The ever-increa…
cs.LG2023★ 43 cited
Machine Learning Benchmarks for the Classification of Equivalent Circuit Models from Electrochemical Impedance Spectra
Joachim Schaeffer, Paul Gasper, Esteban Garcia-Tamayo +10
Analysis of Electrochemical Impedance Spectroscopy (EIS) data for electrochemical systems often consists of defining an Equivalent Circuit Model (ECM) using expert knowledge and th…
eess.SP2021
Noninvasive ultrasound for Lithium-ion batteries state estimation
Simon Montoya-Bedoya, Miguel Bernal, Laura A. Sabogal-Moncada +2
Lithium-ion battery degradation estimation using fast and noninvasive techniques is a crucial issue in the circular economy framework of this technology. Currently, most of the app…