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Title: Battery Life Estimator (BLE) Data Analysis Software v. 1.2

Abstract

The purpose of this software is estimate the useable life of rechargeable batteries (e.g., lithium-ion). The software employs a generalized statistical approach to model cell data in the context of accelerated aging experiments. The cell performance is modeled in two parts. The first part consists of a deterministic degradation model which models the average cell behavior. The second part relates to the statistical variation in performance of the cells (error model). Experimental data from an accelerated aging experiment will be input from an Excel worksheet. The software will then query the user for a specific model form (within the generalized model framework). Model parameters will be estimated by the software using various statistical methodologies. Average cell life will be predicted using the estimated model parameters. The uncertainty in the estimated cell life will also be computed using bootstrap simulations. This software can be used in several modes: 1) fit only, 2) fit and simulation, and 3) simulation only

Authors:
; ; ;
Publication Date:
Research Org.:
Sandia National Laboratories
Sponsoring Org.:
USDOE
OSTI Identifier:
1231319
Report Number(s):
BLE V1.2; 002512IBMPC00
DOE Contract Number:  
DE-AC04-94AL85000
Resource Type:
Software
Software Revision:
00
Software Package Number:
002512
Software Package Contents:
Media Directory; Software Abstract; Media includes Executable Module(s); / 1 CD-ROM
Software CPU:
IBMPC
Open Source:
No
Source Code Available:
No
Country of Publication:
United States

Citation Formats

Thomas, Edward, Bloom, Ira, Battaglia, Vincent, and & Christopherson, Jon. Battery Life Estimator (BLE) Data Analysis Software v. 1.2. Computer software. Vers. 00. USDOE. 24 Feb. 2010. Web.
Thomas, Edward, Bloom, Ira, Battaglia, Vincent, & & Christopherson, Jon. (2010, February 24). Battery Life Estimator (BLE) Data Analysis Software v. 1.2 (Version 00) [Computer software].
Thomas, Edward, Bloom, Ira, Battaglia, Vincent, and & Christopherson, Jon. Battery Life Estimator (BLE) Data Analysis Software v. 1.2. Computer software. Version 00. February 24, 2010.
@misc{osti_1231319,
title = {Battery Life Estimator (BLE) Data Analysis Software v. 1.2, Version 00},
author = {Thomas, Edward and Bloom, Ira and Battaglia, Vincent and & Christopherson, Jon},
abstractNote = {The purpose of this software is estimate the useable life of rechargeable batteries (e.g., lithium-ion). The software employs a generalized statistical approach to model cell data in the context of accelerated aging experiments. The cell performance is modeled in two parts. The first part consists of a deterministic degradation model which models the average cell behavior. The second part relates to the statistical variation in performance of the cells (error model). Experimental data from an accelerated aging experiment will be input from an Excel worksheet. The software will then query the user for a specific model form (within the generalized model framework). Model parameters will be estimated by the software using various statistical methodologies. Average cell life will be predicted using the estimated model parameters. The uncertainty in the estimated cell life will also be computed using bootstrap simulations. This software can be used in several modes: 1) fit only, 2) fit and simulation, and 3) simulation only},
doi = {},
year = {2010},
month = {2},
note =
}

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