activity
20142018
most citedGaussian process regression for forecasting battery state of health

730 citations · 1.7k across the 7 of their papers we have counts for

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4 papers · 1 filter

eess.SY2016★ 56 cited

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…

eess.SY2016★ 64 cited

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…

eess.SY2015★ 194 cited

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…

eess.SY2014★ 30 cited

Modular converter system for low-cost off-grid energy storage using second life Li-ion batteries

Christoph R. Birkl, Damien F. Frost, Adrien M. Bizeray +2

Lithium ion batteries are promising for small off- grid energy storage applications in developing countries because of their high energy density and long life. However, costs are p…