271 citations · 500 across the 14 of their papers we have counts for
5 papers · 1 filter
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…
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…
Multi-Array Electron Beam Stabilization using Block-Circulant Transformation and Generalized Singular Value Decomposition
Idris Kempf, Stephen R. Duncan, Paul J. Goulart +1
We introduce a novel structured controller design for the electron beam stabilization problem of the UK's national synchrotron light source. Because changes to the synchrotron will…
Symmetry Exploitation in Orbit Feedback Systems of Synchrotron Storage Rings
Idris Kempf, Paul J. Goulart, Stephen R. Duncan +1
Structural symmetries in the storage ring of synchrotrons are intentionally created during the design phase of the magnetic lattices, but they are not considered in the design of c…
Fast Gradient Method for Model Predictive Control with Input Rate and Amplitude Constraints
Idris Kempf, Paul Goulart, Stephen Duncan
This paper is concerned with the computing efficiency of model predictive control (MPC) problems for dynamical systems with both rate and amplitude constraints on the inputs. Inste…