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Journal ArticleDOI

Accurate electrical battery model capable of predicting runtime and I-V performance

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TLDR
An accurate, intuitive, and comprehensive electrical battery model is proposed and implemented in a Cadence environment that accounts for all dynamic characteristics of the battery, from nonlinear open-circuit voltage, current-, temperature-, cycle number-, and storage time-dependent capacity to transient response.
Abstract
Low power dissipation and maximum battery runtime are crucial in portable electronics. With accurate and efficient circuit and battery models in hand, circuit designers can predict and optimize battery runtime and circuit performance. In this paper, an accurate, intuitive, and comprehensive electrical battery model is proposed and implemented in a Cadence environment. This model accounts for all dynamic characteristics of the battery, from nonlinear open-circuit voltage, current-, temperature-, cycle number-, and storage time-dependent capacity to transient response. A simplified model neglecting the effects of self-discharge, cycle number, and temperature, which are nonconsequential in low-power Li-ion-supplied applications, is validated with experimental data on NiMH and polymer Li-ion batteries. Less than 0.4% runtime error and 30-mV maximum error voltage show that the proposed model predicts both the battery runtime and I-V performance accurately. The model can also be easily extended to other battery and power sourcing technologies.

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Citations
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Journal ArticleDOI

Estimation of Li-ion Battery State of Health based on Multilayer Perceptron: as an EV Application

TL;DR: A practical SOH classification scheme based on multilayer perceptron (MLP) is proposed and, using MLP, the SOH is estimated with high accuracy in trained life span and shows admittable estimation accuracy even in untrained life span.
Proceedings ArticleDOI

Enhancing efficiency and robustness of a photovoltaic power system under partial shading

TL;DR: Three methods to enhance the PV system efficiency and robustness under partial shading are proposed, including incorporation of a HEES (hybrid electrical energy storage) system into the PV System, extension of the MPTT (maximum power transfer tracking) approach, and dynamic PV module reconfiguration.
Proceedings ArticleDOI

Investigation on grid-scale BESS providing inertial response support

TL;DR: In this article, the effect of battery energy storage system (BESS) on grid level transmission system to support fast Inertial Frequency Response (IR) is investigated, and the authors demonstrate that inertial response provided by BESS can create change to the Rate of Change of Frequency (ROCOF), providing frequency support and improving the system frequency response.
Journal ArticleDOI

A Temperature-Dependent Battery Model for Wireless Sensor Networks

TL;DR: The proposed Temperature-Dependent Ki BaM (T-KiBaM) is able to handle operating temperatures, providing better estimates for the battery lifetime and voltage behavior, and significantly improves the original KiBaM voltage model.
Proceedings ArticleDOI

Experimental analysis of open-circuit voltage hysteresis in lithium-iron-phosphate batteries

TL;DR: This paper aims at investigating and modelling the hysteresis in the relationship between state-of-charge and open-circuit voltage of lithium-iron-phosphate batteries by translating a first-order charge relaxation equation into a voltage-controlled voltage source and included within an equivalent electric circuit of the battery used in online state of-charge estimators.
References
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Book

Handbook Of Batteries

David Linden
TL;DR: In this article, the authors present the principles of operation and reactions factors affecting battery performance standardization of battery design selection and application of batteries, as well as a discussion of the differences between primary and secondary batteries.
Journal ArticleDOI

Dynamic lithium-ion battery model for system simulation

TL;DR: In this article, the authors present a complete dynamic model of a lithium ion battery that is suitable for virtual prototyping of portable battery-powered systems, based on publicly available data such as the manufacturers' data sheets.
Journal ArticleDOI

A mathematical model for lead-acid batteries

TL;DR: In this article, a mathematical model of a lead-acid battery is presented, which takes into account self-discharge, battery storage capacity, internal resistance, overvoltage, and environmental temperature.
Journal ArticleDOI

New dynamical models of lead-acid batteries

TL;DR: In this paper, the main results of studies that have been carried out, during a period of more than a decade, at University of Pisa in co-operation with other technical Italian institutions, about models of electrochemical batteries suitable for the use of the electrical engineer, in particular for the analysis of electrical systems with batteries.
Journal ArticleDOI

Battery modeling for energy aware system design

TL;DR: Research in battery-aware optimization is now moving from stand-alone devices to networks of wireless devices, specifically, ad hoc and distributed sensor networks.
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