Electrochemoinformatics as an Emerging Scientific Field for Designing Materials and Electrochemical Energy Storage and Conversion Devices—An Application in Battery Science and Technology

Baskin, Igor I.; Ein‐Eli, Yair

doi:10.1002/aenm.202202380

Cited by 12 publications

(3 citation statements)

References 147 publications

(228 reference statements)

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“…This approach allows saving precious time, resources, and effort spent via trial‐and‐error approach, resulting in a fast development. Electrochemoinformatics applied onto three frameworks: [179] chemical structure of the electrolyte, materials of the electrode and full, hence their interface as well and full‐cell performance. As this review mainly deals with the effect of electrolyte additives, it is important to emphasize the capabilities of this approach towards electrolyte optimization [180] .…”

Section: Electrochemoinformatics To the Rescuementioning

confidence: 99%

Alkaline Ni−Zn Rechargeable Batteries for Sustainable Energy Storage: Battery Components, Deterioration Mechanisms, and Impact of Additives

Bogomolov,

Ein‐Eli

2023

ChemSusChem

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The demand for long‐term, sustainable, and low‐cost battery energy storage systems with high power delivery capabilities for stationary grid‐scale energy storage, as well as the necessity for safe lithium‐ion battery alternatives, has renewed interest in aqueous zinc‐based rechargeable batteries. The Alkaline Ni‐Zn rechargeable battery chemistry was identified as a promising technology for sustainable energy storage applications, albeit a considerable investment in academic research, it still fails to deliver the requisite performance. It is hampered by a relatively short‐term electrode degradation, resulting in a decreased cycle life. Dendrite formation, parasitic hydrogen evolution, corrosion, passivation, and dynamic morphological growth are all challenging and interrelated possible degradation processes. This Review elaborates on the components of Ni‐Zn batteries and their deterioration mechanisms, focusing on the influence of electrolyte additives as a cost‐effective, simple, yet versatile approach for regulating these phenomena and extending the battery cycle life. Even though a great deal of effort has been dedicated to this subject, the challenges remain. This highlights that a breakthrough is to be expected, but it will necessitate not only an experimental approach, but also a theoretical and computational one, including artificial intelligence (AI) and machine learning (ML).

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Section: Electrochemoinformatics To the Rescuementioning

confidence: 99%

Alkaline Ni−Zn Rechargeable Batteries for Sustainable Energy Storage: Battery Components, Deterioration Mechanisms, and Impact of Additives

Bogomolov,

Ein‐Eli

2023

ChemSusChem

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“…Third, we recommend applying advanced computer analysis to seek and find more high‐performance SSEs. The introduction of machine learning and artificial intelligence (ML/AI) into materials science and engineering and electrochemistry, and specifically into batteries (recently, was termed by one of the authors as electrochemoinformatics [ 201 ] ) should be excelled and further explored and implemented. The outcome of such efforts will yield new and possibly better SSEs based on new and novel materials and compositions, overcoming the aforementioned challenges.…”

Section: Concluding Remarks: the Challenges Perspective And An Outlookmentioning

confidence: 99%

Recent Developments in the Field of Sulfide Ceramic Solid‐State Electrolytes

Kraytsberg

Ein‐Eli

2023

Energy Tech

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The demand for higher energy density and safety leads to replacement of conventional Li+ batteries for all‐solid‐state lithium‐ion batteries (ASSLIB). A Li+ conductivity comparable with those of liquid electrolytes is sine qua non for commercialization of ASSLIB, and sulfide solid‐state electrolytes (SSEs) demonstrate this feature. However, the interfacial SSE decomposition at electrodes/electrolyte interfaces and Li‐dendrite growth at anodes represent a serious barrier for commercialization of ASSLIBs with SSEs. Herein, an overview on the progress made in this arena is provided and the state of the art and the latest development of SSE with high Li+ ‐conductivity are included, and the progress in engineering of the SSE/electrode interfaces, along with the vision of the perspectives on research in the field, is presented.

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“…[ 1–3 ] Clean and renewable energy storage and conversion systems have to rapidly develop. [ 4–6 ] Typically, the electrochemical energy storage technology, [ 7,8 ] including batteries and supercapacitors, receives much attention due to its high energy density, long service life, and environmental friendliness. [ 9–14 ] Between the two components, it is well known that batteries, [ 15 ] such as lithium‐ion batteries (LIBs), [ 16,17 ] sodium‐ion batteries (SIBs), [ 18,19 ] potassium‐ion batteries (PIBs), [ 20 ] zinc‐ion batteries (ZIBs), [ 21,22 ] aluminum‐based batteries, [ 23 ] etc.…”

Section: Introductionmentioning

confidence: 99%

Recent advances in battery characterization using in situ XAFS, SAXS, XRD, and their combining techniques: From single scale to multiscale structure detection

Cheng,

Zhao,

Lai

et al. 2023

Exploration

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Revealing and clarifying the chemical reaction processes and mechanisms inside the batteries will bring a great help to the controllable preparation and performance modulation of batteries. Advanced characterization techniques based on synchrotron radiation (SR) have accelerated the development of various batteries over the past decade. In situ SR techniques have been widely used in the study of electrochemical reactions and mechanisms due to their excellent characteristics. Herein, the three most wide and important synchrotron radiation techniques used in battery research were systematically reviewed, namely X‐ray absorption fine structure (XAFS) spectroscopy, small‐angle X‐ray scattering (SAXS), and X‐ray diffraction (XRD). Special attention is paid to how these characterization techniques are used to understand the reaction mechanism of batteries and improve the practical characteristics of batteries. Moreover, the in situ combining techniques advance the acquisition of single scale structure information to the simultaneous characterization of multiscale structures, which will bring a new perspective to the research of batteries. Finally, the challenges and future opportunities of SR techniques for battery research are featured based on their current development.

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Electrochemoinformatics as an Emerging Scientific Field for Designing Materials and Electrochemical Energy Storage and Conversion Devices—An Application in Battery Science and Technology

Abstract: The ORCID identification number(s) for the author(s) of this article can be found under https://doi.org/10.1002/aenm.202202380.

Cited by 12 publications

References 147 publications

Alkaline Ni−Zn Rechargeable Batteries for Sustainable Energy Storage: Battery Components, Deterioration Mechanisms, and Impact of Additives

Alkaline Ni−Zn Rechargeable Batteries for Sustainable Energy Storage: Battery Components, Deterioration Mechanisms, and Impact of Additives

Recent Developments in the Field of Sulfide Ceramic Solid‐State Electrolytes

Recent advances in battery characterization using in situ XAFS, SAXS, XRD, and their combining techniques: From single scale to multiscale structure detection

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