Litcius/Paper detail

Uncertainty analysis of selected standard methods in battery measurement technology

Bernhard Schweighofer, Daniel Schürholz, Markus Neumayer, Hannes Wegleiter

2023Journal of Power Sources14 citationsDOIOpen Access PDF

Abstract

Measuring the state of batteries and their change over time is essential during research and development. A number of standard test methods are available to determine specific cell parameters, such as capacitance, internal resistance, coulombic efficiency, etc. Although these methods have been in use for a long time, a thorough analysis of the uncertainties associated with them – especially when using high-precision measuring equipment – is still lacking. Therefore, a primary goal of this work is to close this gap. For each method, the results of the uncertainty analysis are divided into a variable part (noise, jitter) and a constant part (absolute accuracy). In addition, the theoretical analysis is accompanied by practical measurement results from a high-precision measurement hardware, demonstrating what is currently possible with state-of-the-art equipment. The constant part of the uncertainty is mainly limited by the used calibration equipment. For the variable part of uncertainty, the situation is somewhat more varied. Using a battery temperature control with a variability of only ±0.1∘C, capacity, capacity change and coulombic efficiency still show a strong influence on the prevailing small temperature variations. For the voltage analysis methods (differential capacity and voltage analysis) the predominate factor is voltage noise and drift.

Topics & Concepts

Noise (video)VoltageJitterBattery (electricity)CalibrationCapacitanceWork (physics)Constant (computer programming)Computer scienceMeasurement uncertaintyElectronic engineeringUncertainty analysisReliability engineeringElectrical engineeringControl theory (sociology)SimulationEngineeringStatisticsMathematicsControl (management)Mechanical engineeringPhysicsPower (physics)ElectrodeQuantum mechanicsImage (mathematics)Artificial intelligenceProgramming languageAdvanced Battery Technologies ResearchSensor Technology and Measurement SystemsFault Detection and Control Systems