Mathematical Modeling Of Lithium Batteries
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Mathematical Modeling Of Lithium Ion Batteries And Cells
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Author : V. Subramanian
language : en
Publisher: The Electrochemical Society
Release Date : 2012
Mathematical Modeling Of Lithium Ion Batteries And Cells written by V. Subramanian and has been published by The Electrochemical Society this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Fuel cells categories.
Mathematical Modeling Of Lithium Batteries
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Author : Krishnan S. Hariharan
language : en
Publisher: Springer
Release Date : 2017-12-28
Mathematical Modeling Of Lithium Batteries written by Krishnan S. Hariharan and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-12-28 with Technology & Engineering categories.
This book is unique to be the only one completely dedicated for battery modeling for all components of battery management system (BMS) applications. The contents of this book compliment the multitude of research publications in this domain by providing coherent fundamentals. An explosive market of Li ion batteries has led to aggressive demand for mathematical models for battery management systems (BMS). Researchers from multi-various backgrounds contribute from their respective background, leading to a lateral growth. Risk of this runaway situation is that researchers tend to use an existing method or algorithm without in depth knowledge of the cohesive fundamentals—often misinterpreting the outcome. It is worthy to note that the guiding principles are similar and the lack of clarity impedes a significant advancement. A repeat or even a synopsis of all the applications of battery modeling albeit redundant, would hence be a mammoth task, and cannot be done in a single offering. The authors believe that a pivotal contribution can be made by explaining the fundamentals in a coherent manner. Such an offering would enable researchers from multiple domains appreciate the bedrock principles and forward the frontier. Battery is an electrochemical system, and any level of understanding cannot ellipse this premise. The common thread that needs to run across—from detailed electrochemical models to algorithms used for real time estimation on a microchip—is that it be physics based. Build on this theme, this book has three parts. Each part starts with developing a framework—often invoking basic principles of thermodynamics or transport phenomena—and ends with certain verified real time applications. The first part deals with electrochemical modeling and the second with model order reduction. Objective of a BMS is estimation of state and health, and the third part is dedicated for that. Rules for state observers are derived from a generic Bayesian framework, and health estimation is pursued using machine learning (ML) tools. A distinct component of this book is thorough derivations of the learning rules for the novel ML algorithms. Given the large-scale application of ML in various domains, this segment can be relevant to researchers outside BMS domain as well. The authors hope this offering would satisfy a practicing engineer with a basic perspective, and a budding researcher with essential tools on a comprehensive understanding of BMS models.
Advances In Lithium Ion Batteries
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Author : Walter van Schalkwijk
language : en
Publisher: Springer Science & Business Media
Release Date : 2002-06-30
Advances In Lithium Ion Batteries written by Walter van Schalkwijk and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-06-30 with Science categories.
In the decade since the introduction of the first commercial lithium-ion battery research and development on virtually every aspect of the chemistry and engineering of these systems has proceeded at unprecedented levels. This book is a snapshot of the state-of-the-art and where the work is going in the near future. The book is intended not only for researchers, but also for engineers and users of lithium-ion batteries which are found in virtually every type of portable electronic product.
Battery System Modeling
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Author : Shunli Wang
language : en
Publisher: Elsevier
Release Date : 2021-06-23
Battery System Modeling written by Shunli Wang and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-23 with Science categories.
Battery System Modeling provides advances on the modeling of lithium-ion batteries. Offering step-by-step explanations, the book systematically guides the reader through the modeling of state of charge estimation, energy prediction, power evaluation, health estimation, and active control strategies. Using applications alongside practical case studies, each chapter shows the reader how to use the modeling tools provided. Moreover, the chemistry and characteristics are described in detail, with algorithms provided in every chapter. Providing a technical reference on the design and application of Li-ion battery management systems, this book is an ideal reference for researchers involved in batteries and energy storage. Moreover, the step-by-step guidance and comprehensive introduction to the topic makes it accessible to audiences of all levels, from experienced engineers to graduates. - Explains how to model battery systems, including equivalent, electrical circuit and electrochemical nernst modeling - Includes comprehensive coverage of battery state estimation methods, including state of charge estimation, energy prediction, power evaluation and health estimation - Provides a dedicated chapter on active control strategies
Battery Management Systems
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Author : Gregory L. Plett
language : en
Publisher: Artech House Publishers
Release Date : 2015
Battery Management Systems written by Gregory L. Plett and has been published by Artech House Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with Technology & Engineering categories.
State-Of-The-Art applications of equivalent-circuit methods as they pertain to solving problems in battery management and control.
Mathematical Modeling Of Lithium Ion Intercalation Particles And Their Electrochemical Dynamics
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Author :
language : en
Publisher:
Release Date : 2015
Mathematical Modeling Of Lithium Ion Intercalation Particles And Their Electrochemical Dynamics written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with categories.
Lithium-ion battery is a family of rechargeable batteries with increasing importance that is closely related to everyone's daily life. However, despite its enormously wide applications in numerous areas, the mechanism of lithium-ion transport within the battery is still unclear, especially for phase separable battery materials, such as lithium iron phosphate and graphite. Mathematical modeling of the battery dynamics during charging/discharging will be helpful to better understand its mechanism, and may lead to future improvement in the battery technology. In this thesis, a new theoretical framework, the Cahn-Hilliard reaction (CHR) model, is applied to model the bulk phase separation dynamics of the single intercalated particle in the lithium-ion battery. After a study of the efficient numerical algorithm for solving nonlinear diffusion equations, we numerically investigate the thermodynamics and electrokinetics of the 1D spherical CHR model with different possible material properties in detail. We also extend the CHR model to 2D and briefly study the effects of the surface electron-conducting coating layer. We also work on the Marcus theory, which is demonstrated to be a better theoretical framework for heterogeneous electron transfer at the surface of intercalated particles in the batteries. We provide simple closed-form approximations to both the symmetric Marcus-Hush-Chidsey (MHC) and the asymmetric-Marcus-Hush (AMH) models by asymptotic technique. By avoiding the numerical evaluations of the improper integral in the old formulae, computing the surface reaction rate with the new approximation is now more than 1000 times faster than before.
Advances In Mathematical Modeling And Simulation Of Electrochemical Processes And Oxygen Depolarized Cathodes And Activated Cathodes For Chlor Alkali And Chlorate Processes
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Author : Electrochemical Society. Industrial Electrolysis and Electrochemical Engineering Division
language : en
Publisher: The Electrochemical Society
Release Date : 1998
Advances In Mathematical Modeling And Simulation Of Electrochemical Processes And Oxygen Depolarized Cathodes And Activated Cathodes For Chlor Alkali And Chlorate Processes written by Electrochemical Society. Industrial Electrolysis and Electrochemical Engineering Division and has been published by The Electrochemical Society this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Mathematics categories.
Handbook Of Batteries And Fuel Cells
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Author : David Linden
language : en
Publisher: McGraw-Hill Companies
Release Date : 1984
Handbook Of Batteries And Fuel Cells written by David Linden and has been published by McGraw-Hill Companies this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984 with Technology & Engineering categories.
Battery Management Algorithm For Electric Vehicles
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Author : Rui Xiong
language : en
Publisher: Springer Nature
Release Date : 2019-09-23
Battery Management Algorithm For Electric Vehicles written by Rui Xiong and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-23 with Technology & Engineering categories.
This book systematically introduces readers to the core algorithms of battery management system (BMS) for electric vehicles. These algorithms cover most of the technical bottlenecks encountered in BMS applications, including battery system modeling, state of charge (SOC) and state of health (SOH) estimation, state of power (SOP) estimation, remaining useful life (RUL) prediction, heating at low temperature, and optimization of charging. The book not only presents these algorithms, but also discusses their background, as well as related experimental and hardware developments. The concise figures and program codes provided make the calculation process easy to follow and apply, while the results obtained are presented in a comparative way, allowing readers to intuitively grasp the characteristics of different algorithms. Given its scope, the book is intended for researchers, senior undergraduate and graduate students, as well as engineers in the fields of electric vehicles and energy storage.
Modern Battery Engineering A Comprehensive Introduction
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Author : Kai Peter Birke
language : en
Publisher: World Scientific
Release Date : 2019-04-05
Modern Battery Engineering A Comprehensive Introduction written by Kai Peter Birke and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-05 with Technology & Engineering categories.
'This is a book primarily for engineers and materials scientists either researching or developing Li-ion energy storage batteries who want to understand some of the critical aspects of Li-ion battery technology and gain knowledge about the latest engineering designs and latest materials being used in Li-ion batteries. Good technical depth, many tables of data, and many illustrations combined with references at the end of each chapter for further in-depth study make this book worth reading to gain a quick understanding of the current state-of-the art in Li-ion battery technology and the fundamental issues and challenges facing Li-ion battery designers.'IEEE Electrical Insulation MagazineThis richly illustrated book written by Professor Kai Peter Birke and several co-authors addresses both scientific and engineering aspects of modern batteries in a unique way. Emphasizing the engineering part of batteries, the book acts as a compass towards next generation batteries for automotive and stationary applications. The book provides distinguished answers to still open questions on how future batteries look like.Modern Battery Engineering explains why and how batteries have to be designed for successful commercialization in e-mobility and stationary applications. The book will help readers understand the principle issues of battery designs, paving the way for engineers to avoid wrong paths and settle on appropriate cell technologies for next generation batteries. This book is ideal for training courses for readers interested in the field of modern batteries.