59 citations · 112 across the 11 of their papers we have counts for
6 papers · 1 filter
Bounding the difference between model predictive control and neural networks
Ross Drummond, Stephen R. Duncan, Matthew C. Turner +2
There is a growing debate on whether the future of feedback control systems will be dominated by data-driven or model-driven approaches. Each of these two approaches has their own…
Cell-Level State of Charge Estimation for Battery Packs Under Minimal Sensing
Dong Zhang, Luis D. Couto, Ross Drummond +2
This manuscript presents an algorithm for individual Lithium-ion (Li-ion) battery cell state of charge (SOC) estimation in a large-scale battery pack under minimal sensing, where o…
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…
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…
Circuit Synthesis of Electrochemical Supercapacitor Models
Ross Drummond, Shi Zhao, David A. Howey +1
This paper is concerned with the synthesis of RC electrical circuits from physics-based supercapacitor models describing conservation and diffusion relationships. The proposed synt…
Low-Order Mathematical Modelling of Electric Double Layer Supercapacitors Using Spectral Methods
Ross Drummond, David A. Howey, Stephen R. Duncan
This work investigates two physics-based models that simulate the non-linear partial differential algebraic equations describing an electric double layer supercapacitor. In one mod…