ageing Archives - Battery Design

Physics-Based Model-Informed Smooth Particle Filter

February 4, 2023February 4, 2023 by posted by Battery Design

Process flow - RUL prediction - Research poster on Physics Based Models

Physics-Based Model-informed Smooth Particle Filter based likelihood approximations for remaining useful life prediction of lithium-ion batteries Authors: Mo’ath El-Dalahmeh, Maher Al-Greer, Ma’d El-Dalahmeh, and Imran BashirSchool of Computing Engineering and Digital Technologies, Teesside University, Middlesbrough, UKCentre of Smart Energy and Smart Grid What Is The Research? Methodology Smooth Particle Filter Algorithm The proposed SPF algorithm … Read more

Mileage equals Wear

May 13, 2022May 13, 2022 by posted by Battery Design

Authors: Dr Kotub Uddin & Nigel Taylor When we look at this picture, we see the over-simplicity of the ‘mileage equals wear’ mindset. Figure 1 shows reported SOH as a function of miles-driven for Nissan Leaf EVs. Similar distributions are reported by Myall and co-authors [1] who analysed 1382 reported SOH data points from 283 … Read more