59 citations · 112 across the 11 of their papers we have counts for
Showing 2020Show all
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eess.SY2020
Structural Identifiability of a Pseudo-2D Li-ion Battery Electrochemical Model
Ross Drummond, Stephen R. Duncan
Growing demand for fast charging and optimised battery designs is fuelling significant interest in electrochemical models of Li-ion batteries. However, estimating parameter values…
cs.LG2020
Robust error bounds for quantised and pruned neural networks
Jiaqi Li, Ross Drummond, Stephen R. Duncan
With the rise of smartphones and the internet-of-things, data is increasingly getting generated at the edge on local, personal devices. For privacy, latency and energy saving reaso…
eess.SY2020★ 1 cited
Resolving Kirchhoff's laws for state-estimator design of Li-ion battery packs connected in parallel
Ross Drummond, Luis D. Couto, Dong Zhang
A state-space model for Li-ion battery packs with parallel connected cells is introduced. The key feature of this model is an explicit solution to Kirchhoff's laws for parallel con…