基于半电池电压测量的钒液流电池在线浓度估计非线性观测器

IF 3.9 2区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Thomas Puleston , Andreu Cecilia , Ramon Costa-Castelló , Maria Serra
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引用次数: 0

摘要

本文提出了一种非线性观测器,用于估算钒液流电池中的活性物种浓度。为了进行估算,该观测器仅依赖于电流、流速和两个半电池电压测量值。与该领域以前的研究相比,所提出的观测器能够同时处理两个重要而具有挑战性的条件:(1)不一定很高的流速,这会导致槽和电池的浓度不同;(2)交叉反应和氧化副反应的存在,这会导致系统正负极电解质之间的不平衡。观测器的稳定性和收敛性通过 Lyapunov 分析得到了正式证明,随后又通过全面的计算机模拟进行了验证。最后,利用观测器提供的信息,开发出了一种根据每种电解质各自的电荷状态对其流量进行独立调节的策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Nonlinear observer for online concentration estimation in vanadium flow batteries based on half-cell voltage measurements

This paper presents a nonlinear observer to estimate the active species concentrations in vanadium flow batteries. To conduct the estimation, the observer relies only on current, flow rate and two half-cell voltage measurements. In contrast to previous works in the field, the proposed observer is capable to deal simultaneously with two significant and challenging conditions: (1) a not necessarily high flow rate, which results in different concentrations for tanks and cells, and (2) presence of crossover and oxidation side reactions, that result in imbalance between the electrolytes on the positive and negative sides of the system. The stability and convergence of the observer are formally demonstrated using a Lyapunov analysis and subsequently validated through comprehensive computer simulations. Finally, utilising the information provided by the observer, a strategy to independently regulate the flow rate of each electrolyte based on their individual state of charge is developed.

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来源期刊
Computers & Chemical Engineering
Computers & Chemical Engineering 工程技术-工程:化工
CiteScore
8.70
自引率
14.00%
发文量
374
审稿时长
70 days
期刊介绍: Computers & Chemical Engineering is primarily a journal of record for new developments in the application of computing and systems technology to chemical engineering problems.
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