Mathematical Modeling of Lithium Ion Batteries and Cells

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Author :
Publisher : The Electrochemical Society
ISBN 13 : 1566779464
Total Pages : 37 pages
Book Rating : 4.5/5 (667 download)

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Book Synopsis Mathematical Modeling of Lithium Ion Batteries and Cells by : V. Subramanian

Download or read book Mathematical Modeling of Lithium Ion Batteries and Cells written by V. Subramanian and published by The Electrochemical Society. This book was released on 2012 with total page 37 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Mathematical Modeling of Lithium Batteries

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Author :
Publisher : Springer
ISBN 13 : 3319035274
Total Pages : 213 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Mathematical Modeling of Lithium Batteries by : Krishnan S. Hariharan

Download or read book Mathematical Modeling of Lithium Batteries written by Krishnan S. Hariharan and published by Springer. This book was released on 2017-12-28 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 :
Publisher : Springer Science & Business Media
ISBN 13 : 0306475081
Total Pages : 514 pages
Book Rating : 4.3/5 (64 download)

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Book Synopsis Advances in Lithium-Ion Batteries by : Walter van Schalkwijk

Download or read book Advances in Lithium-Ion Batteries written by Walter van Schalkwijk and published by Springer Science & Business Media. This book was released on 2007-05-08 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Mathematical Modeling of Lithium-ion Intercalation Particles and Their Electrochemical Dynamics

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Publisher :
ISBN 13 :
Total Pages : 190 pages
Book Rating : 4.:/5 (921 download)

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Book Synopsis Mathematical Modeling of Lithium-ion Intercalation Particles and Their Electrochemical Dynamics by :

Download or read book Mathematical Modeling of Lithium-ion Intercalation Particles and Their Electrochemical Dynamics written by and published by . This book was released on 2015 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Understanding and Improving Lithium Ion Batteries Through Mathematical Modeling and Experiments

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (797 download)

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Book Synopsis Understanding and Improving Lithium Ion Batteries Through Mathematical Modeling and Experiments by : Rutooj D. Deshpande

Download or read book Understanding and Improving Lithium Ion Batteries Through Mathematical Modeling and Experiments written by Rutooj D. Deshpande and published by . This book was released on 2011 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Physical Multiscale Modeling and Numerical Simulation of Electrochemical Devices for Energy Conversion and Storage

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Publisher : Springer
ISBN 13 : 1447156773
Total Pages : 253 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Physical Multiscale Modeling and Numerical Simulation of Electrochemical Devices for Energy Conversion and Storage by : Alejandro A. Franco

Download or read book Physical Multiscale Modeling and Numerical Simulation of Electrochemical Devices for Energy Conversion and Storage written by Alejandro A. Franco and published by Springer. This book was released on 2015-11-12 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this book is to review innovative physical multiscale modeling methods which numerically simulate the structure and properties of electrochemical devices for energy storage and conversion. Written by world-class experts in the field, it revisits concepts, methodologies and approaches connecting ab initio with micro-, meso- and macro-scale modeling of components and cells. It also discusses the major scientific challenges of this field, such as that of lithium-ion batteries. This book demonstrates how fuel cells and batteries can be brought together to take advantage of well-established multi-scale physical modeling methodologies to advance research in this area. This book also highlights promising capabilities of such approaches for inexpensive virtual experimentation. In recent years, electrochemical systems such as polymer electrolyte membrane fuel cells, solid oxide fuel cells, water electrolyzers, lithium-ion batteries and supercapacitors have attracted much attention due to their potential for clean energy conversion and as storage devices. This has resulted in tremendous technological progress, such as the development of new electrolytes and new engineering designs of electrode structures. However, these technologies do not yet possess all the necessary characteristics, especially in terms of cost and durability, to compete within the most attractive markets. Physical multiscale modeling approaches bridge the gap between materials’ atomistic and structural properties and the macroscopic behavior of a device. They play a crucial role in optimizing the materials and operation in real-life conditions, thereby enabling enhanced cell performance and durability at a reduced cost. This book provides a valuable resource for researchers, engineers and students interested in physical modelling, numerical simulation, electrochemistry and theoretical chemistry.

Battery System Modeling

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Author :
Publisher : Elsevier
ISBN 13 : 0323904335
Total Pages : 356 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Battery System Modeling by : Shunli Wang

Download or read book Battery System Modeling written by Shunli Wang and published by Elsevier. This book was released on 2021-06-23 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Modeling transport properties and electrochemical performance of hierarchically structured lithium-ion battery cathodes using resistor networks and mathematical half-cell models

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Author :
Publisher : KIT Scientific Publishing
ISBN 13 : 373151172X
Total Pages : 246 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Modeling transport properties and electrochemical performance of hierarchically structured lithium-ion battery cathodes using resistor networks and mathematical half-cell models by : Birkholz, Oleg

Download or read book Modeling transport properties and electrochemical performance of hierarchically structured lithium-ion battery cathodes using resistor networks and mathematical half-cell models written by Birkholz, Oleg and published by KIT Scientific Publishing. This book was released on 2022-10-05 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hierarchically structured active materials in electrodes of lithium-ion cells are promising candidates for increasing gravimetric energy density and improving rate capability of the system. To investigate the influence of cathode structures on the performance of the whole cell, efficient tools for calculating effective transport properties of granular systems are developed and their influence on the electrochemical performance is investigated in specially adapted cell models.

Design and Simulation of Lithium Rechargeable Batteries

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Publisher :
ISBN 13 :
Total Pages : 768 pages
Book Rating : 4.:/5 (33 download)

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Book Synopsis Design and Simulation of Lithium Rechargeable Batteries by : Christopher Marc Doyle

Download or read book Design and Simulation of Lithium Rechargeable Batteries written by Christopher Marc Doyle and published by . This book was released on 1995 with total page 768 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Mathematical modelling of lithium ion batteries

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Publisher :
ISBN 13 :
Total Pages : 148 pages
Book Rating : 4.:/5 (965 download)

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Book Synopsis Mathematical modelling of lithium ion batteries by : Rahifa Ranom

Download or read book Mathematical modelling of lithium ion batteries written by Rahifa Ranom and published by . This book was released on 2014 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Mathematical Modeling of the Lithium-aluminum, Iron Sulfide Battery

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Publisher :
ISBN 13 :
Total Pages : 338 pages
Book Rating : 4.:/5 (29 download)

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Book Synopsis Mathematical Modeling of the Lithium-aluminum, Iron Sulfide Battery by : Richard Pollard

Download or read book Mathematical Modeling of the Lithium-aluminum, Iron Sulfide Battery written by Richard Pollard and published by . This book was released on 1980 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Numerical Methods and Applications

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Publisher : Springer Science & Business Media
ISBN 13 : 3642184650
Total Pages : 524 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Numerical Methods and Applications by : Ivan Dimov

Download or read book Numerical Methods and Applications written by Ivan Dimov and published by Springer Science & Business Media. This book was released on 2011-01-14 with total page 524 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Numerical Methods and Applications, NMA 2010, held in Borovets, Bulgaria, in August 2010. The 60 revised full papers presented together with 3 invited papers were carefully reviewed and selected from numerous submissions for inclusion in this book. The papers are organized in topical sections on Monte Carlo and quasi-Monte Carlo methods, environmental modeling, grid computing and applications, metaheuristics for optimization problems, and modeling and simulation of electrochemical processes.

Electrochemical Systems

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Publisher : John Wiley & Sons
ISBN 13 : 0471478423
Total Pages : 671 pages
Book Rating : 4.4/5 (714 download)

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Book Synopsis Electrochemical Systems by : John Newman

Download or read book Electrochemical Systems written by John Newman and published by John Wiley & Sons. This book was released on 2012-11-27 with total page 671 pages. Available in PDF, EPUB and Kindle. Book excerpt: The new edition of the cornerstone text on electrochemistry Spans all the areas of electrochemistry, from the basicsof thermodynamics and electrode kinetics to transport phenomena inelectrolytes, metals, and semiconductors. Newly updated andexpanded, the Third Edition covers important new treatments, ideas,and technologies while also increasing the book's accessibility forreaders in related fields. Rigorous and complete presentation of the fundamentalconcepts In-depth examples applying the concepts to real-life designproblems Homework problems ranging from the reinforcing to the highlythought-provoking Extensive bibliography giving both the historical developmentof the field and references for the practicing electrochemist.

Mathematical Modelling of Lithium Ion Battery

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (141 download)

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Book Synopsis Mathematical Modelling of Lithium Ion Battery by :

Download or read book Mathematical Modelling of Lithium Ion Battery written by and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Battery Management Systems

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Publisher : Artech House Publishers
ISBN 13 : 9781630810276
Total Pages : 0 pages
Book Rating : 4.8/5 (12 download)

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Book Synopsis Battery Management Systems by : Gregory L. Plett

Download or read book Battery Management Systems written by Gregory L. Plett and published by Artech House Publishers. This book was released on 2015 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: State-Of-The-Art applications of equivalent-circuit methods as they pertain to solving problems in battery management and control.

Electrochemical Modeling in the Context of Production of Lithium-Based Batteries

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Publisher :
ISBN 13 : 9783832552411
Total Pages : 129 pages
Book Rating : 4.5/5 (524 download)

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Book Synopsis Electrochemical Modeling in the Context of Production of Lithium-Based Batteries by : Vincent Laue

Download or read book Electrochemical Modeling in the Context of Production of Lithium-Based Batteries written by Vincent Laue and published by . This book was released on 2021-01-29 with total page 129 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the two most prominent shortcomings of a commonly used physics-based electrochemical model of a lithium-ion battery, namely ambiguous identifiability, and coarse representation of the electrode microstructure. The first shortcoming is tackled with an enhanced parametrization routine and the second with surrogate models, derived from a full-3D microstructure model. All models and results are related to the production of lithium-ion battery cells.

Mathematical Modeling and Capacity Fading Study in Porous Current Collector Based Lithium Ion Battery

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Publisher :
ISBN 13 :
Total Pages : 162 pages
Book Rating : 4.:/5 (12 download)

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Book Synopsis Mathematical Modeling and Capacity Fading Study in Porous Current Collector Based Lithium Ion Battery by : Surendra Bajagain

Download or read book Mathematical Modeling and Capacity Fading Study in Porous Current Collector Based Lithium Ion Battery written by Surendra Bajagain and published by . This book was released on 2017 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: