730 citations · 1.7k across the 7 of their papers we have counts for
7 papers
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…
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…
Gaussian process regression for forecasting battery state of health
Robert R. Richardson, Michael A. Osborne, David A. Howey
Accurately predicting the future capacity and remaining useful life of batteries is necessary to ensure reliable system operation and to minimise maintenance costs. The complex nat…
On-board monitoring of 2-D spatially-resolved temperatures in cylindrical lithium-ion batteries: Part I. Low-order thermal modelling
Robert R. Richardson, Shi Zhao, David A. Howey
Estimating the temperature distribution within Li-ion batteries during operation is critical for safety and control purposes. Although existing control-oriented thermal models - su…
On-board monitoring of 2-D spatially-resolved temperatures in cylindrical lithium-ion batteries: Part II. State estimation via impedance-based temperature sensing
Robert R. Richardson, Shi Zhao, David A. Howey
Impedance-based temperature detection (ITD) is a promising approach for rapid estimation of internal cell temperature based on the correlation between temperature and electrochemic…
Sensorless Battery Internal Temperature Estimation using a Kalman Filter with Impedance Measurement
Robert R. Richardson, David A. Howey
This study presents a method of estimating battery cell core and surface temperature using a thermal model coupled with electrical impedance measurement, rather than using direct s…