| 书目名称 | New Paradigms in Flow Battery Modelling |
| 编辑 | Akeel A. Shah,Puiki Leung,Wei Xing |
| 视频video | http://file.papertrans.cn/666/665541/665541.mp4 |
| 概述 | Covers modern techniques in battery and fuel cell modeling.Explains methods in detail for beginners to grasp more easily with codes available.Introduces modern machine learning methods including deep |
| 丛书名称 | Engineering Applications of Computational Methods |
| 图书封面 |  |
| 描述 | .This book provides a comprehensive review of the latest modelling developments in flow batteries, as well as some new results and insights. Flow batteries have long been considered the most flexible answer to grid scale energy storage, and modelling is a key component in their development. Recent modelling has moved beyond macroscopic methods, towards mesoscopic and smaller scales to select materials and design components. This is important for both fundamental understanding and the design of new electrode, catalyst and electrolyte materials. There has also been a recent explosion in interest in machine learning for electrochemical energy technologies. The scope of the book includes these latest developments and is focused on advanced techniques, rather than traditional modelling paradigms. The aim of this book is to introduce these concepts and methods to flow battery researcher, but the book would have a much broader appeal since these methods also employed in other battery and fuel cell systems and far beyond. The methods will be described in detail (necessary fundamental material in Appendices). The book appeals to graduate students and researchers in academia/industry working |
| 出版日期 | Book 2023 |
| 关键词 | Machine Learning; Energy Storage; Modeling and Simulation; Flow Battery; Pore Scale; Ab Initio; Electroche |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-981-99-2524-7 |
| isbn_softcover | 978-981-99-2526-1 |
| isbn_ebook | 978-981-99-2524-7Series ISSN 2662-3366 Series E-ISSN 2662-3374 |
| issn_series | 2662-3366 |
| copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
|Archiver|手机版|小黑屋|
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