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可再充电锌空气电池的线性参数变化模型。

Linear parameter-varying model for a refuellable zinc-air battery.

作者信息

Lao-Atiman Woranunt, Olaru Sorin, Diop Sette, Skogestad Sigurd, Arpornwichanop Amornchai, Cheacharoen Rongrong, Kheawhom Soorathep

机构信息

Department of Chemical Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok, Thailand.

CentraleSupélec, Laboratoire des signaux et systèmes, Université Paris-Saclay, CNRS, Gif sur Yvette, France.

出版信息

R Soc Open Sci. 2020 Dec 9;7(12):201107. doi: 10.1098/rsos.201107. eCollection 2020 Dec.

Abstract

Due to the increasing trend of using renewable energy, the development of an energy storage system (ESS) attracts great research interest. A zinc-air battery (ZAB) is a promising ESS due to its high capacity, low cost and high potential to support circular economy principles. However, despite ZABs' technological advancements, a generic dynamic model for a ZAB, which is a key component for effective battery management and monitoring, is still lacking. ZABs show nonlinear behaviour where the steady-state gain is strongly dependent on operating conditions. The present study aims to develop a dynamic model, being capable of predicting the nonlinear dynamic behaviour of a refuellable ZAB, using a linear parameter-varying (LPV) technique. The LPV model is constructed from a family of linear time-invariant models, where the discharge current level is used as a scheduling parameter. The developed LPV model is benchmarked against linear and nonlinear model counterparts. Herein, the LPV model performs remarkably well in capturing the nonlinear behaviour of a ZAB. It significantly outperforms the linear model. Overall, the LPV approach provides a systematic way to construct a robust dynamic model which well represents the nonlinear behaviour of a ZAB.

摘要

由于使用可再生能源的趋势不断增加,储能系统(ESS)的发展引起了极大的研究兴趣。锌空气电池(ZAB)因其高容量、低成本以及支持循环经济原则的巨大潜力,是一种很有前景的储能系统。然而,尽管锌空气电池在技术上取得了进步,但对于锌空气电池这一有效电池管理和监测的关键组件,仍缺乏通用的动态模型。锌空气电池表现出非线性行为,其稳态增益强烈依赖于运行条件。本研究旨在使用线性参数变化(LPV)技术开发一个能够预测可再充电锌空气电池非线性动态行为的动态模型。该LPV模型由一族线性时不变模型构建而成,其中放电电流水平用作调度参数。所开发的LPV模型与线性和非线性模型对应物进行了基准测试。在此,LPV模型在捕捉锌空气电池的非线性行为方面表现出色。它明显优于线性模型。总体而言,LPV方法提供了一种系统的方式来构建一个能很好地表示锌空气电池非线性行为的鲁棒动态模型。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/52e9/7813229/f0efb0cc1888/rsos201107-g1.jpg

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