Abstract
Electrochemical impedance spectroscopy (EIS) offers valuable insights into battery state monitoring and failure diagnosis; however, impedance measurements are constrained by high implementation costs. Within this context, fast measurements of the battery impedance spectrum during a brief relaxation process are investigated in this work. The sources of impedance measurements' inaccuracies are first analyzed, revealing that the undependable impedance responses are mostly attributed to voltage hysteresis effects. A zero-lag voltage hysteresis cancellation (ZVHC), integrated with a gradient descent algorithm, is then proposed for the extraction of voltage hysteresis components intertwined with the perturbation responses while eliminating the data latency. Experimental studies indicate that the proposed method is capable of accurately capturing the battery impedance responses ranging from 1.5 kHz to 0.1 Hz within 20 s. The requested resting period is less than 0.3% that of the conventional method. The impedance measurement results consistently match the reference trajectory under diverse operating conditions, confirming the high efficiency and validity of the proposed method.
| Original language | English |
|---|---|
| Pages (from-to) | 972-980 |
| Number of pages | 9 |
| Journal | IEEE Transactions on Transportation Electrification |
| Volume | 11 |
| Issue number | 1 |
| DOIs | |
| State | Published - 2025 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
Keywords
- Impedance measurements
- lithium-ion battery (LIB)
- voltage hysteresis cancellation
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