Dynamic models of Li-ion batteries for diagnosis and operation: a review and perspective
This article discusses the options and challenges of dynamic models for the diagnosis and
operation of Li-ion batteries. It provides a concise yet understandable overview on models …
operation of Li-ion batteries. It provides a concise yet understandable overview on models …
Modeling and estimation for advanced battery management
The commercialization of lithium-ion batteries enabled the widespread use of portable
consumer electronics and serious efforts to electrify trans-portation. Managing the potent …
consumer electronics and serious efforts to electrify trans-portation. Managing the potent …
Lithium-ion battery thermal-electrochemical model-based state estimation using orthogonal collocation and a modified extended Kalman filter
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 …
electrochemical lithium-ion battery model commonly referred to as the pseudo two …
Electrochemical estimation and control for lithium-ion battery health-aware fast charging
Fast charging strategies have gained an increasing interest toward the convenience of
battery applications but may unduly degrade or damage the batteries. To harness these …
battery applications but may unduly degrade or damage the batteries. To harness these …
Condition monitoring in advanced battery management systems: Moving horizon estimation using a reduced electrochemical model
Efficient battery condition monitoring is of particular importance in large-scale, high-
performance, and safety-critical mechatronic systems, eg, electrified vehicles and smart grid …
performance, and safety-critical mechatronic systems, eg, electrified vehicles and smart grid …
Current profile optimization for combined state of charge and state of health estimation of lithium ion battery based on Cramer–Rao bound analysis
Online State of Charge (SoC) and State of Health (SoH) estimations are essential for
efficient, safe, and reliable operation of Lithium ion batteries. Based on the first-order …
efficient, safe, and reliable operation of Lithium ion batteries. Based on the first-order …
Real-time model predictive control for the optimal charging of a lithium-ion battery
M Torchio, NA Wolff, DM Raimondo… - 2015 American …, 2015 - ieeexplore.ieee.org
Li-ion batteries are widely used in industrial applications due to their high energy density,
slow material degradation, and low self-discharge. The existing advanced battery …
slow material degradation, and low self-discharge. The existing advanced battery …
Beyond battery state of charge estimation: Observer for electrode-level state and cyclable lithium with electrolyte dynamics
This article presents a provably convergent battery estimation scheme based on a single
particle model with electrolyte (SPMe) dynamics, by proposing a systematic methodology to …
particle model with electrolyte (SPMe) dynamics, by proposing a systematic methodology to …
Parameter identification of lithium-ion battery pack for different applications based on Cramer-Rao bound analysis and experimental study
This paper presents an experimental study on the parameter identification of a battery pack,
which determines the relationship between identification accuracy and measurement data …
which determines the relationship between identification accuracy and measurement data …
Low-order mathematical modelling of electric double layer supercapacitors using spectral methods
This work investigates two physics-based models that simulate the non-linear partial
differential algebraic equations describing an electric double layer supercapacitor. In one …
differential algebraic equations describing an electric double layer supercapacitor. In one …