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4 papers · 1 filter
PyBOP: A Python package for battery model optimisation and parameterisation
Brady Planden, Nicola E. Courtier, Martin Robinson +3
The Python Battery Optimisation and Parameterisation (PyBOP) package provides methods for estimating and optimising battery model parameters, offering both deterministic and stocha…
Learning battery model parameter dynamics from data with recursive Gaussian process regression
Antti Aitio, Dominik Jöst, Dirk Uwe Sauer +1
Estimating state of health is a critical function of a battery management system but remains challenging due to the variability of operating conditions and usage requirements of re…
Electrochemical impedance spectroscopy beyond linearity and stationarity - a critical review
Noël Hallemans, David Howey, Alberto Battistel +7
Electrochemical impedance spectroscopy (EIS) is a widely used experimental technique for characterising materials and electrode reactions by observing their frequency-dependent imp…
Unlocking Extra Value from Grid Batteries Using Advanced Models
Jorn M. Reniers, Grietus Mulder, David A. Howey
Lithium-ion batteries are increasingly being deployed in liberalised electricity systems, where their use is driven by economic optimisation in a specific market context. However,…