Data Science Based Full Lifespan Management Of Lithium Ion Battery
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| Author | : Kailong Liu |
| Publisher | : Springer Nature |
| Total Pages | : 277 |
| Release | : 2022-04-08 |
| Genre | : Technology & Engineering |
| ISBN | : 3031013409 |
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.
| Author | : Kalim Deshmukh |
| Publisher | : John Wiley & Sons |
| Total Pages | : 1981 |
| Release | : 2024-08-14 |
| Genre | : Science |
| ISBN | : 3527838864 |
Comprehensive reference work for researchers and engineers working with advanced and emerging nanostructured battery and supercapacitor materials Lithium-ion batteries and supercapacitors play a vital role in the paradigm shift towards sustainable energy technology. This book reviews how and why different nanostructured materials improve the performance and stability of batteries and capacitors. Sample materials covered throughout the work include: Graphene, carbon nanotubes, and carbon nanofibers MXenes, hexagonal boron nitride, and transition metal dichalcogenides Transition metal oxides, metal-organic frameworks, and lithium titanates Gel polymer electrolytes, hydrogels, and conducting polymer nanocomposites For materials scientists, electrochemists, and solid state chemists, this book is an essential reference to understand the lithium-ion battery and supercapacitor applications of nanostructured materials that are most widely used for developing low-cost, rapid, and highly efficient energy storage systems.
| Author | : David Borge-Diez |
| Publisher | : Elsevier |
| Total Pages | : 388 |
| Release | : 2023-09-29 |
| Genre | : Technology & Engineering |
| ISBN | : 044314155X |
Sustainable Energy Planning in Smart Grids curates a diverse selection of innovative technological applications for problem-solving towards a sustainable smart grid. Through these examples, the reader will discover the flexibility and analytical skills required for the race towards reliable, resilient, renewable energy. This book's combination of real-world case studies allows students and researchers to understand the complex, interdisciplinary systems that impact potential solutions. Detailed analysis highlights the positives and drawbacks of a variety of options, modeling considerations, and criteria for success. Trials and testing include electric vehicle charging, public lighting, energy mapping, heating solutions, and a proposal for 100% renewable cities. With contributions from a global range of experts, this book builds the complex picture of integrated, systemic modern energy planning. - Collects case studies from experts around the world - Presents readers with insights into current technological applications and innovations for building a sustainable grid and energy system - Provides well-rounded, complex context to these interdisciplinary challenges
| Author | : Dorian A. H. Hanaor |
| Publisher | : Springer Nature |
| Total Pages | : 589 |
| Release | : |
| Genre | : |
| ISBN | : 3031473035 |
| Author | : |
| Publisher | : |
| Total Pages | : 360 |
| Release | : 2016 |
| Genre | : |
| ISBN | : 9780968211847 |
| Author | : Gianfranco Pistoia |
| Publisher | : Springer |
| Total Pages | : 343 |
| Release | : 2018-02-10 |
| Genre | : Technology & Engineering |
| ISBN | : 3319699504 |
This book surveys state-of-the-art research on and developments in lithium-ion batteries for hybrid and electric vehicles. It summarizes their features in terms of performance, cost, service life, management, charging facilities, and safety. Vehicle electrification is now commonly accepted as a means of reducing fossil-fuels consumption and air pollution. At present, every electric vehicle on the road is powered by a lithium-ion battery. Currently, batteries based on lithium-ion technology are ranked first in terms of performance, reliability and safety. Though other systems, e.g., metal-air, lithium-sulphur, solid state, and aluminium-ion, are now being investigated, the lithium-ion system is likely to dominate for at least the next decade – which is why several manufacturers, e.g., Toyota, Nissan and Tesla, are chiefly focusing on this technology. Providing comprehensive information on lithium-ion batteries, the book includes contributions by the world’s leading experts on Li-ion batteries and vehicles.
| Author | : Suman Lata Tripathi |
| Publisher | : John Wiley & Sons |
| Total Pages | : 640 |
| Release | : 2021-02-17 |
| Genre | : Science |
| ISBN | : 1119760763 |
Like most industries around the world, the energy industry has also made, and continues to make, a long march toward “green” energy. The science has come a long way since the 1970s, and renewable energy and other green technologies are becoming more and more common, replacing fossil fuels. It is, however, still a struggle, both in terms of energy sources keeping up with demand, and the development of useful technologies in this area. To maintain the supply for electrical energy, researchers, engineers and other professionals in industry are continuously exploring new eco-friendly energy technologies and power electronics, such as solar, wind, tidal, wave, bioenergy, and fuel cells. These technologies have changed the concepts of thermal, hydro and nuclear energy resources by the adaption of power electronics advancement and revolutionary development in lower manufacturing cost for semiconductors with long time reliability. The latest developments in renewable resources have proved their potential to boost the economy of any country. Green energy technology has not only proved the concept of clean energy but also reduces the dependencies on fossil fuel for electricity generation through smart power electronics integration. Also, endless resources have more potential to cope with the requirements of smart building and smart city concepts. A valuable reference for engineers, scientists, chemists, and students, this volume is applicable to many different fields, across many different industries, at all levels. It is a must-have for any library.
| Author | : Jiuchun Jiang |
| Publisher | : John Wiley & Sons |
| Total Pages | : 296 |
| Release | : 2015-05-18 |
| Genre | : Technology & Engineering |
| ISBN | : 1118414780 |
A theoretical and technical guide to the electric vehicle lithium-ion battery management system Covers the timely topic of battery management systems for lithium batteries. After introducing the problem and basic background theory, it discusses battery modeling and state estimation. In addition to theoretical modeling it also contains practical information on charging and discharging control technology, cell equalisation and application to electric vehicles, and a discussion of the key technologies and research methods of the lithium-ion power battery management system. The author systematically expounds the theory knowledge included in the lithium-ion battery management systems and its practical application in electric vehicles, describing the theoretical connotation and practical application of the battery management systems. Selected graphics in the book are directly derived from the real vehicle tests. Through comparative analysis of the different system structures and different graphic symbols, related concepts are clear and the understanding of the battery management systems is enhanced. Contents include: key technologies and the difficulty point of vehicle power battery management system; lithium-ion battery performance modeling and simulation; the estimation theory and methods of the lithium-ion battery state of charge, state of energy, state of health and peak power; lithium-ion battery charge and discharge control technology; consistent evaluation and equalization techniques of the battery pack; battery management system design and application in electric vehicles. A theoretical and technical guide to the electric vehicle lithium-ion battery management system Using simulation technology, schematic diagrams and case studies, the basic concepts are described clearly and offer detailed analysis of battery charge and discharge control principles Equips the reader with the understanding and concept of the power battery, providing a clear cognition of the application and management of lithium ion batteries in electric vehicles Arms audiences with lots of case studies Essential reading for Researchers and professionals working in energy technologies, utility planners and system engineers.
| Author | : Davide Andrea |
| Publisher | : Artech House |
| Total Pages | : 302 |
| Release | : 2010 |
| Genre | : Battery chargers |
| ISBN | : 1608071057 |
This timely book provides you with a solid understanding of battery management systems (BMS) in large Li-Ion battery packs, describing the important technical challenges in this field and exploring the most effective solutions. You find in-depth discussions on BMS topologies, functions, and complexities, helping you determine which permutation is right for your application. Packed with numerous graphics, tables, and images, the book explains the OC whysOCO and OC howsOCO of Li-Ion BMS design, installation, configuration and troubleshooting. This hands-on resource includes an unbiased description and comparison of all the off-the-shelf Li-Ion BMSs available today. Moreover, it explains how using the correct one for a given application can help to get a Li-Ion pack up and running in little time at low cost."
| Author | : Arno Kwade |
| Publisher | : Springer |
| Total Pages | : 312 |
| Release | : 2017-12-12 |
| Genre | : Technology & Engineering |
| ISBN | : 3319705725 |
This book addresses recycling technologies for many of the valuable and scarce materials from spent lithium-ion batteries. A successful transition to electric mobility will result in large volumes of these. The book discusses engineering issues in the entire process chain from disassembly over mechanical conditioning to chemical treatment. A framework for environmental and economic evaluation is presented and recommendations for researchers as well as for potential operators are derived.
