通过将光谱学与统计推理技术相结合,了解有机氧化还原流电池的容量衰减
Sanat Vibhas Modak1, Wanggang Shen1, Siddhant Singh1
1Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, 48109, USA.
Nature communications
|June 16, 2023
概括
研究人员使用先进的统计方法来了解有机分子如何在氧化还原流电池 (RFB) 中降解. 这项研究揭示了关键的衰变机制,为更稳定和商业可行的RFB能量存储铺平了道路.
科学领域:
- 电化学 电化学 电化学
- 材料科学 材料科学 材料科学
- 化学工程是化学工程的重要组成部分.
背景情况:
- 有机氧化还原活性分子为氧化还原流电池 (RFB) 反应剂提供了具有成本效益和可调节的选择.
- 在实验室规模的RFB中,显著的容量衰减和材料降解阻碍了商业化.
- 了解分子衰变机制对于改善RFB寿命至关重要.
研究的目的:
- 为了阐明4,5-二-1,3-二硫酸 (BQDS) 在水性有机RFB中的迈克尔攻击衰变机制.
- 在RFB系统中,量化地将分子降解与容量衰减联系起来.
- 证明统计推理对于分析RFB电化学机制的有用性.
主要方法:
- 结合紫外可见光谱光度计与统计推断技术.
- 在光谱数据上使用贝叶斯推理和多变量曲线分辨率.
- 量化了迈克尔攻击的反应顺序和速度,并确定了中间物种光谱.
主要成果:
- 阐明了BQDS的迈克尔攻击衰变途径,这是一个关键的有机RFB反应剂.
- 建立了BQDS分子衰变和观察到的容量衰减之间的定量相关性.
- 为降解机制推导的不确定性量化的动力参数.
结论:
- 统计推断和不确定性量化是了解RFB容量衰减机制的强大工具.
- 迈克尔攻击途径是BQDS降解的重要贡献者.
- 这种方法为设计未来RFB更稳定的有机电解质提供了基础.
更多相关视频
07:55Elemental-sensitive Detection of the Chemistry in Batteries through Soft X-ray Absorption Spectroscopy and Resonant Inelastic X-ray Scattering
Published on: April 17, 2018
12.8K
08:41Electrochemical Impedance Spectroscopy as a Tool for Electrochemical Rate Constant Estimation
Published on: October 10, 2018
24.9K
相关概念视频
Voltammetry: Factors Affecting Measurements
181
A current produced due to the redox reactions of the analyte at the working and auxiliary electrodes is called a faradaic current. The reaction can be divided into two types. The current generated due to the reduction of the analyte is called cathodic current, and it carries a positive charge. In contrast, the current produced by analyte oxidation is known as an anodic current, and it has a negative charge. The applied potential at the working electrode determines the faradaic current flow, and...
181
Redox Equilibria: Overview
598
A reduction-oxidation reaction is commonly called a redox reaction. In a redox reaction, electrons are transferred from one species to another rather than being shared between or among atoms. The reducing agent or reductant is the species that loses electrons and gets oxidized in the process. The species that gains electrons and gets reduced in the process is the oxidizing agent or oxidant. Redox reactions are represented as two separate equations called half-reactions, where one equation...
598
Redox Titration: Overview
3.1K
Redox titration is a chemical analysis technique used to determine the concentration of an unknown substance by measuring the electron transfer in a redox (reduction-oxidation) reaction. The process involves gradually adding a titrant with a known concentration of an oxidizing or reducing agent, to the analyte, the solution with an unknown concentration, until reaching the endpoint, which indicates the completion of the reaction between the two substances. Ensuring the analyte is in a single...
3.1K
Voltammetry: Overview
1.8K
Voltammetry is an electroanalytical technique in which the current flowing through an electrochemical cell is measured as a function of applied potential, typically under conditions of concentration polarization. The technique provides valuable information about redox-active species, and the current response is plotted as a voltammogram.
A voltammetric cell uses three electrodes: a working electrode, a reference electrode, and an auxiliary electrode. The redox reactions occur in the working...
A voltammetric cell uses three electrodes: a working electrode, a reference electrode, and an auxiliary electrode. The redox reactions occur in the working...
1.8K
Electrolysis
26.8K
In a galvanic cell, the electrical work is done by a redox system on its surroundings as electrons produced by the spontaneous redox reactions are transferred through an external circuit. Alternatively, an external circuit does work on a redox system by imposing a voltage sufficient to drive an otherwise nonspontaneous reaction in a process known as electrolysis. For instance, recharging a battery involves the use of an external power source to drive the spontaneous (discharge) cell reaction in...
26.8K
Energy Stored in Capacitors
546
A parallel plate capacitor, when connected to a battery, develops a potential difference across its plates. This potential difference is key to the operation of the capacitor, as it determines how much electrical energy the capacitor can store.
By integrating the equation that relates voltage and current in a capacitor, one can derive an equation for the voltage across the capacitor at any given time. This equation is crucial in understanding and predicting the behavior of capacitors in...
By integrating the equation that relates voltage and current in a capacitor, one can derive an equation for the voltage across the capacitor at any given time. This equation is crucial in understanding and predicting the behavior of capacitors in...
546
