Systems, methods and computer readable media for estimating capacity loss in rechargeable electrochemical cells
Abstract
A system includes an electrochemical cell, monitoring hardware, and a computing system. The monitoring hardware periodically samples charge characteristics of the electrochemical cell. The computing system periodically determines cell information from the charge characteristics of the electrochemical cell. The computing system also periodically adds a first degradation characteristic from the cell information to a first sigmoid expression, periodically adds a second degradation characteristic from the cell information to a second sigmoid expression and combines the first sigmoid expression and the second sigmoid expression to develop or augment a multiple sigmoid model (MSM) of the electrochemical cell. The MSM may be used to estimate a capacity loss of the electrochemical cell at a desired point in time and analyze other characteristics of the electrochemical cell. The first and second degradation characteristics may be loss of active host sites and loss of free lithium for Li-ion cells.
- Inventors:
- Issue Date:
- Research Org.:
- Idaho National Laboratory (INL), Idaho Falls, ID (United States)
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1084075
- Patent Number(s):
- 8467984
- Application Number:
- 12/571,253
- Assignee:
- Battelle Energy Alliance, LLC (Idaho Falls, ID)
- Patent Classifications (CPCs):
-
G - PHYSICS G01 - MEASURING G01R - MEASURING ELECTRIC VARIABLES
H - ELECTRICITY H01 - BASIC ELECTRIC ELEMENTS H01M - PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- DOE Contract Number:
- AC07-05ID14517
- Resource Type:
- Patent
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 30 DIRECT ENERGY CONVERSION; 97 MATHEMATICS AND COMPUTING
Citation Formats
Gering, Kevin L. Systems, methods and computer readable media for estimating capacity loss in rechargeable electrochemical cells. United States: N. p., 2013.
Web.
Gering, Kevin L. Systems, methods and computer readable media for estimating capacity loss in rechargeable electrochemical cells. United States.
Gering, Kevin L. Tue .
"Systems, methods and computer readable media for estimating capacity loss in rechargeable electrochemical cells". United States. https://www.osti.gov/servlets/purl/1084075.
@article{osti_1084075,
title = {Systems, methods and computer readable media for estimating capacity loss in rechargeable electrochemical cells},
author = {Gering, Kevin L.},
abstractNote = {A system includes an electrochemical cell, monitoring hardware, and a computing system. The monitoring hardware periodically samples charge characteristics of the electrochemical cell. The computing system periodically determines cell information from the charge characteristics of the electrochemical cell. The computing system also periodically adds a first degradation characteristic from the cell information to a first sigmoid expression, periodically adds a second degradation characteristic from the cell information to a second sigmoid expression and combines the first sigmoid expression and the second sigmoid expression to develop or augment a multiple sigmoid model (MSM) of the electrochemical cell. The MSM may be used to estimate a capacity loss of the electrochemical cell at a desired point in time and analyze other characteristics of the electrochemical cell. The first and second degradation characteristics may be loss of active host sites and loss of free lithium for Li-ion cells.},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {Tue Jun 18 00:00:00 EDT 2013},
month = {Tue Jun 18 00:00:00 EDT 2013}
}
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