Activity and stability proxies for automated evaluation of IrOx electrocatalysts under variable operating conditions

IF 4.2 3区 工程技术 Q2 ELECTROCHEMISTRY
Guanqi Huang , Carlota Bozal-Ginesta , Alán Aspuru-Guzik
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引用次数: 0

Abstract

To accelerate the screening of electrocatalyst materials, it is necessary to enhance the efficiency of their performance evaluation and optimization under dynamic conditions. The activity and stability of electrocatalyst materials are two crucial metrics that are typically correlated, and thus need to be evaluated in parallel. However. assessing both activity and stability in a time-efficient, reliable and comparable manner remains a challenge. Given the rising interest in evaluating electrocatalysts under realistic fluctuating conditions, we propose an electrochemical approach that uses random sampling and Bayesian optimization to explore pulsed amperometry conditions in hydrous iridium oxides for the oxygen evolution reaction. This method provides activity and stability proxies independent of sample loading which are validated against literature data.
可变操作条件下IrOx电催化剂的活性和稳定性自动评价代理
为了加快电催化剂材料的筛选,有必要提高动态条件下电催化剂材料性能评价和优化的效率。电催化剂材料的活性和稳定性是两个重要的指标,通常是相关的,因此需要并行评估。然而。以高效、可靠和可比较的方式评估活动性和稳定性仍然是一项挑战。鉴于在实际波动条件下评估电催化剂的兴趣日益增加,我们提出了一种电化学方法,使用随机采样和贝叶斯优化来探索含水氧化铱中析氧反应的脉冲安培条件。该方法提供了独立于样本加载的活性和稳定性代理,并根据文献数据进行了验证。
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来源期刊
Electrochemistry Communications
Electrochemistry Communications 工程技术-电化学
CiteScore
8.50
自引率
3.70%
发文量
160
审稿时长
1.2 months
期刊介绍: Electrochemistry Communications is an open access journal providing fast dissemination of short communications, full communications and mini reviews covering the whole field of electrochemistry which merit urgent publication. Short communications are limited to a maximum of 20,000 characters (including spaces) while full communications and mini reviews are limited to 25,000 characters (including spaces). Supplementary information is permitted for full communications and mini reviews but not for short communications. We aim to be the fastest journal in electrochemistry for these types of papers.
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