activity
20142023
most citedGaussian process regression for forecasting battery state of health

730 citations · 4k across the 41 of their papers we have counts for

collaborators
Showing 2015Show all

6 papers · 1 filter

math.OC2015★ 6 cited

Structural Identifiability Analysis of Fractional Order Models with Applications in Battery Systems

S. M. Mahdi Alavi, Adam Mahdi, Pierre E. Jacob +2

This paper presents a method for structural identifiability analysis of fractional order systems by using the coefficient mapping concept to determine whether the model parameters…

eess.SY2015★ 117 cited

Observability analysis and state estimation of lithium-ion batteries in the presence of sensor biases

Shi Zhao, Stephen R. Duncan, David A. Howey

This paper investigates the observability of one of the most commonly used equivalent circuit models (ECMs) for lithium-ion batteries and presents a method to estimate the state of…

physics.ins-det2015★ 7 cited

High Speed Peltier Calorimeter for the Calibration of High Bandwidth Power Measurement Equipment

Damien F. Frost, David A. Howey

Accurate power measurements of electronic components operating at high frequencies are vital in determining where power losses occur in a system such as a power converter. Such pow…

eess.SY2015★ 271 cited

Lithium-ion battery thermal-electrochemical model-based state estimation using orthogonal collocation and a modified extended Kalman filter

A. M. Bizeray, S. Zhao, S. R. Duncan +1

This paper investigates the state estimation of a high-fidelity spatially resolved thermal- electrochemical lithium-ion battery model commonly referred to as the pseudo two-dimensi…

math.OC2015★ 77 cited

Identifiability of generalised Randles circuit models

S. M. M. Alavi, A. Mahdi, S. J. Payne +1

The Randles circuit (including a parallel resistor and capacitor in series with another resistor) and its generalised topology have widely been employed in electrochemical energy s…

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…