Online battery electrochemical impedance spectroscopy using a neutral point clamped inverter
Online battery electrochemical impedance spectroscopy using a neutral point clamped inverter
Electrochemical Impedance Spectroscopy (EIS) is a widely used method for assessing the state of charge (SOC) and state of health (SOH) on batteries and fuel cells. While previously limited to research laboratories, the increasing demand for fuel cells and battery storage due to the growth of electric vehicles (EVs) and renewable energy has prompted research into online measurement. This thesis investigates the integration of online EIS within the control and measurement system of a neutral point clamped (NPC) inverter. This is accomplished by applying zero-sequence voltage injection to the NPC control. Connecting the battery midpoint to the neutral point of the inverter results in a perturbation current flowing into the battery. The battery voltage and current are measured, and subsequent spectral analysis is used to calculate its impedance. A simulation model using different excitation signals (single-sine, multi-sine, and broadband) demonstrates close alignment of the proposed EIS measurement with theoretical values from the battery equivalent circuit. Furthermore, a test rig was developed, and the experimental results were compared with the offline benchmark for validation. This demonstrates the feasibility and effectiveness of the proposed method for online battery measurement.
University of Southampton
Liu, Kai-Ping
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March 2025
Liu, Kai-Ping
a3262ce4-2257-47b4-963b-7054336f9364
Sharkh, Suleiman
c8445516-dafe-41c2-b7e8-c21e295e56b9
Orfanoudakis, Georgios
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Cruden, Andrew
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Liu, Kai-Ping
(2025)
Online battery electrochemical impedance spectroscopy using a neutral point clamped inverter.
University of Southampton, Doctoral Thesis, 367pp.
Record type:
Thesis
(Doctoral)
Abstract
Electrochemical Impedance Spectroscopy (EIS) is a widely used method for assessing the state of charge (SOC) and state of health (SOH) on batteries and fuel cells. While previously limited to research laboratories, the increasing demand for fuel cells and battery storage due to the growth of electric vehicles (EVs) and renewable energy has prompted research into online measurement. This thesis investigates the integration of online EIS within the control and measurement system of a neutral point clamped (NPC) inverter. This is accomplished by applying zero-sequence voltage injection to the NPC control. Connecting the battery midpoint to the neutral point of the inverter results in a perturbation current flowing into the battery. The battery voltage and current are measured, and subsequent spectral analysis is used to calculate its impedance. A simulation model using different excitation signals (single-sine, multi-sine, and broadband) demonstrates close alignment of the proposed EIS measurement with theoretical values from the battery equivalent circuit. Furthermore, a test rig was developed, and the experimental results were compared with the offline benchmark for validation. This demonstrates the feasibility and effectiveness of the proposed method for online battery measurement.
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Published date: March 2025
Identifiers
Local EPrints ID: 499241
URI: http://eprints.soton.ac.uk/id/eprint/499241
PURE UUID: e98d46b2-89ff-448b-b8f5-a219fcbd3778
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Date deposited: 12 Mar 2025 17:49
Last modified: 22 Aug 2025 02:06
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Contributors
Thesis advisor:
Georgios Orfanoudakis
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