activity
20172020
most citedGaussian Process Regression for In-situ Capacity Estimation of Lithium-ion Batteries

398 citations · 398 across the 2 of their papers we have counts for

collaborators

6 papers

eess.SY2020

Galvanalyser: A Battery Test Database

Adam Lewis-Douglas, Luke Pitt, David A. Howey

Performance and lifetime testing of batteries requires considerable effort and expensive specialist equipment. A wide range of potentiostats and battery testers are available on th…

eess.SY2020

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,…

math.OC2019

An Adaptive Observer Design for Charge-State and Crossover Estimation in Disproportionation Redox Flow Batteries undergoing Self-Discharge

Pedro Ascencio, Kirk Smith, Charles W. Monroe +1

This article considers a model formulation and an adaptive observer design for the simultaneous estimation of the state of charge and crossover flux in disproportionation redox flo…

physics.chem-ph2019

Faster Lead-Acid Battery Simulations from Porous-Electrode Theory: II. Asymptotic Analysis

Valentin Sulzer, S. Jon Chapman, Colin P. Please +2

Electrochemical and equivalent-circuit modelling are the two most popular approaches to battery simulation, but the former is computationally expensive and the latter provides limi…

stat.AP2018

Battery health prediction under generalized conditions using a Gaussian process transition model

Robert R. Richardson, Michael A. Osborne, David A. Howey

Accurately predicting the future health of batteries is necessary to ensure reliable operation, minimise maintenance costs, and calculate the value of energy storage investments. T…

stat.AP2017398 cited

Gaussian Process Regression for In-situ Capacity Estimation of Lithium-ion Batteries

Robert R. Richardson, Christoph R. Birkl, Michael A. Osborne +1

Accurate on-board capacity estimation is of critical importance in lithium-ion battery applications. Battery charging/discharging often occurs under a constant current load, and he…