METHOD OF ESTIMATING THE NON-MEASURABLE CHARACTERISTICS OF AN ELECTROCHEMICAL SYSTEM

Patent №

US 8,548,762

Granted

2013-10-01

Filed 2010

Owner

IFP ENERGIES NOUVELLES

Lab

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12869547

The present invention relates to a method of estimating the internal state of an electrochemical system by a zero-dimensional (0D) electrochemical mathematical model for estimating the characteristics of a battery that are not directly measurable during operation thereof. For applications relating to hybrid and electric vehicles, the most significant internal characteristics are the state of charge (SoC), the state of health (SoH) and the thermal state (T). Reconstruction of the internal characteristics is achieved using a mathematical model of the battery. The method can be used with the operation of the battery itself (real time) with a concentrated-parameter (0D) or off-line mathematical model, for calibration, an optimization or a validation of management and estimation strategies. The method allows simulation of the thermal and electrical behavior of a battery. The method according to the invention can also be useful for battery dimensioning and for optimization of the energy and thermal management strategies as a function of the desired application.

AI classification

AI hardware1.00
Machine learning0.70
Evolutionary computation0.01
Natural language0.00
Vision0.00
Planning0.00
Knowledge representation0.00
Speech0.00

Ownership

IFP ENERGIES NOUVELLES

assignment · 253330164

Assignors

PRADA, ERIC, SAUVANT-MOYNOT, VALERIE

On an employer assignment, the assignors are typically the inventors.

From the same owner

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