Data Science-Based Full-Lifespan Management of Lithium-Ion Battery: Manufacturing, Operation and Reutilization...

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Kailong Liu Yujie Wang

Data Science-Based Full-Lifespan Management of Lithium-Ion Battery

Manufacturing, Operation and Reutilization

Kailong Liu, Yujie Wang, Xin Lai

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English

Springer International Publishing AG
10 April 2022

Electrochemistry & magnetochemistry; Materials science; Electrical engineering; Databases

Series: Green Energy and Technology

Summary
Details

This open access book comprehensively consolidates studies in the rapidly emerging field of battery management. The primary focus is to overview the new and emerging data science technologies for full-lifespan management of Li-ion batteries, which are categorized into three groups, namely (i) battery manufacturing management, (ii) battery operation management, and (iii) battery reutilization management. The key challenges, future trends as well as promising data-science technologies to further improve this research field are discussed. As battery full-lifespan (manufacturing, operation, and reutilization) management is a hot research topic in both energy and AI fields and none specific book has focused on systematically describing this particular from a data science perspective before, this book can attract the attention of academics, scientists, engineers, and practitioners. It is useful as a reference book for students and graduates working in related fields. Specifically, the audience could not only get the basics of battery manufacturing, operation, and reutilization but also the information of related data-science technologies. The step-by-step guidance, comprehensive introduction, and case studies to the topic make it accessible to audiences of different levels, from graduates to experienced engineers.

By: Kailong Liu, Yujie Wang, Xin Lai
Imprint: Springer International Publishing AG
Country of Publication: Switzerland
Edition: 1st ed. 2022
Dimensions: Height: 235mm, Width: 155mm,
Weight: 594g
ISBN: 9783031013393
ISBN 10: 3031013395
Series: Green Energy and Technology
Pages: 258
Publication Date: 10 April 2022
Audience: Professional and scholarly , Undergraduate
Format: Hardback
Publisher's Status: Active