A model for battery lifetime analysis for organizing applications on a pocket computer

Daler Rakhmatov; Sarma Vrudhula; Deborah A. Wallach

doi:10.1109/TVLSI.2003.819320

A model for battery lifetime analysis for organizing applications on a pocket computer

Daler Rakhmatov, Sarma Vrudhula, Deborah A. Wallach

Engineering, Ira A. Fulton Schools of (IAFSE)

Research output: Contribution to journal › Article › peer-review

187 Scopus citations

Abstract

A battery-powered portable electronic system shuts down once the battery is discharged; therefore, it is important to take the battery behavior into account. A system designer needs an adequate high-level battery model to make battery-aware decisions targeting the maximization of the system's online lifetime. We propose such a model that allows a designer to analytically predict the battery time-to-failure for a given load. Our model also allows for a tradeoff between the accuracy and the amount of computation performed. The quality of the proposed model is evaluated using typical pocket computer applications and a detailed low-level simulation of a lithium-ion electrochemical cell. In addition, we verify the proposed model against actual measurements taken on a real lithium-ion battery.

Original language	English (US)
Pages (from-to)	1019-1030
Number of pages	12
Journal	IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Volume	11
Issue number	6
DOIs	https://doi.org/10.1109/TVLSI.2003.819320
State	Published - Dec 2003

Keywords

Analysis
Batteries
Low-power design
Performance-tradeoffs
System-level

ASJC Scopus subject areas

Software
Hardware and Architecture
Electrical and Electronic Engineering

Access to Document

10.1109/TVLSI.2003.819320

Cite this

@article{6c13f6cadad3458c801a0a77a084c987,

title = "A model for battery lifetime analysis for organizing applications on a pocket computer",

abstract = "A battery-powered portable electronic system shuts down once the battery is discharged; therefore, it is important to take the battery behavior into account. A system designer needs an adequate high-level battery model to make battery-aware decisions targeting the maximization of the system's online lifetime. We propose such a model that allows a designer to analytically predict the battery time-to-failure for a given load. Our model also allows for a tradeoff between the accuracy and the amount of computation performed. The quality of the proposed model is evaluated using typical pocket computer applications and a detailed low-level simulation of a lithium-ion electrochemical cell. In addition, we verify the proposed model against actual measurements taken on a real lithium-ion battery.",

keywords = "Analysis, Batteries, Low-power design, Performance-tradeoffs, System-level",

author = "Daler Rakhmatov and Sarma Vrudhula and Wallach, {Deborah A.}",

note = "Funding Information: Manuscript received August 21, 2001; revised March 21, 2002. This work was supported in part by the National Science Foundation (NSF) State/Industry/University Cooperative Research Centers (NSF-S/IUCRC), in part by the Center for Low-Power Electronics (CLPE) under Grant EEC-9 523 338, in part by Compaq Western Research Laboratory (WRL), in part by the State of Arizona, and in part by a Consortium of Companies from the Microelectronics Industry.",

year = "2003",

month = dec,

doi = "10.1109/TVLSI.2003.819320",

language = "English (US)",

volume = "11",

pages = "1019--1030",

journal = "IEEE Transactions on Very Large Scale Integration (VLSI) Systems",

issn = "1063-8210",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

number = "6",

}

TY - JOUR

T1 - A model for battery lifetime analysis for organizing applications on a pocket computer

AU - Rakhmatov, Daler

AU - Vrudhula, Sarma

AU - Wallach, Deborah A.

N1 - Funding Information: Manuscript received August 21, 2001; revised March 21, 2002. This work was supported in part by the National Science Foundation (NSF) State/Industry/University Cooperative Research Centers (NSF-S/IUCRC), in part by the Center for Low-Power Electronics (CLPE) under Grant EEC-9 523 338, in part by Compaq Western Research Laboratory (WRL), in part by the State of Arizona, and in part by a Consortium of Companies from the Microelectronics Industry.

PY - 2003/12

Y1 - 2003/12

N2 - A battery-powered portable electronic system shuts down once the battery is discharged; therefore, it is important to take the battery behavior into account. A system designer needs an adequate high-level battery model to make battery-aware decisions targeting the maximization of the system's online lifetime. We propose such a model that allows a designer to analytically predict the battery time-to-failure for a given load. Our model also allows for a tradeoff between the accuracy and the amount of computation performed. The quality of the proposed model is evaluated using typical pocket computer applications and a detailed low-level simulation of a lithium-ion electrochemical cell. In addition, we verify the proposed model against actual measurements taken on a real lithium-ion battery.

AB - A battery-powered portable electronic system shuts down once the battery is discharged; therefore, it is important to take the battery behavior into account. A system designer needs an adequate high-level battery model to make battery-aware decisions targeting the maximization of the system's online lifetime. We propose such a model that allows a designer to analytically predict the battery time-to-failure for a given load. Our model also allows for a tradeoff between the accuracy and the amount of computation performed. The quality of the proposed model is evaluated using typical pocket computer applications and a detailed low-level simulation of a lithium-ion electrochemical cell. In addition, we verify the proposed model against actual measurements taken on a real lithium-ion battery.

KW - Analysis

KW - Batteries

KW - Low-power design

KW - Performance-tradeoffs

KW - System-level

UR - http://www.scopus.com/inward/record.url?scp=0346634157&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0346634157&partnerID=8YFLogxK

U2 - 10.1109/TVLSI.2003.819320

DO - 10.1109/TVLSI.2003.819320

M3 - Article

AN - SCOPUS:0346634157

SN - 1063-8210

VL - 11

SP - 1019

EP - 1030

JO - IEEE Transactions on Very Large Scale Integration (VLSI) Systems

JF - IEEE Transactions on Very Large Scale Integration (VLSI) Systems

IS - 6

ER -

A model for battery lifetime analysis for organizing applications on a pocket computer

Abstract

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this