Data Driven Diagnosis Of Lithium Ion Battery Degradation Under Realistic Usage Conditions

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Rechargeable Lithium Batteries

Author : Alejandro Franco
Publisher : Elsevier
ISBN 13 : 1782420983
Total Pages : 413 pages
Book Rating : 4.7/5 (824 download)

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Book Synopsis Rechargeable Lithium Batteries by : Alejandro Franco

Download or read book Rechargeable Lithium Batteries written by Alejandro Franco and published by Elsevier. This book was released on 2015-04-07 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rechargeable Lithium Batteries: From Fundamentals to Application provides an overview of rechargeable lithium batteries, from fundamental materials, though characterization and modeling, to applications. The market share of lithium ion batteries is fast increasing due to their high energy density and low maintenance requirements. Lithium air batteries have the potential for even higher energy densities, a requirement for the development of electric vehicles, and other types of rechargeable lithium battery are also in development. After an introductory chapter providing an overview of the main scientific and technological challenges posed by rechargeable Li batteries, Part One of this book reviews materials and characterization of rechargeable lithium batteries. Part Two covers performance and applications, discussing essential aspects such as battery management, battery safety and emerging rechargeable lithium battery technologies as well as medical and aerospace applications. - Expert overview of the main scientific and technological challenges posed by rechargeable lithium batteries - Address the important topics of analysis, characterization, and modeling in rechargeable lithium batteries - Key analysis of essential aspects such as battery management, battery safety, and emerging rechargeable lithium battery technologies

Fundamentals and Applications of Lithium-ion Batteries in Electric Drive Vehicles

Author : Jiuchun Jiang
Publisher : John Wiley & Sons
ISBN 13 : 1118414780
Total Pages : 296 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Fundamentals and Applications of Lithium-ion Batteries in Electric Drive Vehicles by : Jiuchun Jiang

Download or read book Fundamentals and Applications of Lithium-ion Batteries in Electric Drive Vehicles written by Jiuchun Jiang and published by John Wiley & Sons. This book was released on 2015-05-18 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Multidimensional Lithium-Ion Battery Status Monitoring

Author : Shunli Wang
Publisher : CRC Press
ISBN 13 : 1000799565
Total Pages : 355 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Multidimensional Lithium-Ion Battery Status Monitoring by : Shunli Wang

Download or read book Multidimensional Lithium-Ion Battery Status Monitoring written by Shunli Wang and published by CRC Press. This book was released on 2022-12-28 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multidimensional Lithium-Ion Battery Status Monitoring focuses on equivalent circuit modeling, parameter identification, and state estimation in lithium-ion battery power applications. It explores the requirements of high-power lithium-ion batteries for new energy vehicles and systematically describes the key technologies in core state estimation based on battery equivalent modeling and parameter identification methods of lithium-ion batteries, providing a technical reference for the design and application of power lithium-ion battery management systems. Reviews Li-ion battery characteristics and applications. Covers battery equivalent modeling, including electrical circuit modeling and parameter identification theory Discusses battery state estimation methods, including state of charge estimation, state of energy prediction, state of power evaluation, state of health estimation, and cycle life estimation Introduces equivalent modeling and state estimation algorithms that can be applied to new energy measurement and control in large-scale energy storage Includes a large number of examples and case studies This book has been developed as a reference for researchers and advanced students in energy and electrical engineering.

Battery Systems Engineering

Author : Christopher D. Rahn
Publisher : John Wiley & Sons
ISBN 13 : 1118517059
Total Pages : 233 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Battery Systems Engineering by : Christopher D. Rahn

Download or read book Battery Systems Engineering written by Christopher D. Rahn and published by John Wiley & Sons. This book was released on 2013-01-25 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: A complete all-in-one reference on the important interdisciplinary topic of Battery Systems Engineering Focusing on the interdisciplinary area of battery systems engineering, this book provides the background, models, solution techniques, and systems theory that are necessary for the development of advanced battery management systems. It covers the topic from the perspective of basic electrochemistry as well as systems engineering topics and provides a basis for battery modeling for system engineering of electric and hybrid electric vehicle platforms. This original approach gives a useful overview for systems engineers in chemical, mechanical, electrical, or aerospace engineering who are interested in learning more about batteries and how to use them effectively. Chemists, material scientists, and mathematical modelers can also benefit from this book by learning how their expertise affects battery management. Approaches a topic which has experienced phenomenal growth in recent years Topics covered include: Electrochemistry; Governing Equations; Discretization Methods; System Response and Battery Management Systems Include tables, illustrations, photographs, graphs, worked examples, homework problems, and references, to thoroughly illustrate key material Ideal for engineers working in the mechanical, electrical, and chemical fields as well as graduate students in these areas A valuable resource for Scientists and Engineers working in the battery or electric vehicle industries, Graduate students in mechanical engineering, electrical engineering, chemical engineering.

Lithium-Ion Batteries Hazard and Use Assessment

Author : Celina Mikolajczak
Publisher : Springer Science & Business Media
ISBN 13 : 1461434858
Total Pages : 126 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Lithium-Ion Batteries Hazard and Use Assessment by : Celina Mikolajczak

Download or read book Lithium-Ion Batteries Hazard and Use Assessment written by Celina Mikolajczak and published by Springer Science & Business Media. This book was released on 2012-03-23 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lithium-Ion Batteries Hazard and Use Assessment examines the usage of lithium-ion batteries and cells within consumer, industrial and transportation products, and analyzes the potential hazards associated with their prolonged use. This book also surveys the applicable codes and standards for lithium-ion technology. Lithium-Ion Batteries Hazard and Use Assessment is designed for practitioners as a reference guide for lithium-ion batteries and cells. Researchers working in a related field will also find the book valuable.

Battery Management Systems

Author : Valer Pop
Publisher : Springer Science & Business Media
ISBN 13 : 1402069456
Total Pages : 238 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Battery Management Systems by : Valer Pop

Download or read book Battery Management Systems written by Valer Pop and published by Springer Science & Business Media. This book was released on 2008-05-28 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the field of State-of-Charge (SoC) indication for rechargeable batteries. An overview of the state-of-the-art of SoC indication methods including available market solutions from leading semiconductor companies is provided. All disciplines are covered, from electrical, chemical, mathematical and measurement engineering to understanding battery behavior. This book will therefore is for persons in engineering and involved in battery management.

Batteries in a Portable World

Author :
Publisher :
ISBN 13 : 9780968211847
Total Pages : 360 pages
Book Rating : 4.2/5 (118 download)

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Book Synopsis Batteries in a Portable World by :

Download or read book Batteries in a Portable World written by and published by . This book was released on 2016 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Gaussian Processes for Machine Learning

Author : Carl Edward Rasmussen
Publisher : MIT Press
ISBN 13 : 026218253X
Total Pages : 266 pages
Book Rating : 4.2/5 (621 download)

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Book Synopsis Gaussian Processes for Machine Learning by : Carl Edward Rasmussen

Download or read book Gaussian Processes for Machine Learning written by Carl Edward Rasmussen and published by MIT Press. This book was released on 2005-11-23 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machines. Gaussian processes (GPs) provide a principled, practical, probabilistic approach to learning in kernel machines. GPs have received increased attention in the machine-learning community over the past decade, and this book provides a long-needed systematic and unified treatment of theoretical and practical aspects of GPs in machine learning. The treatment is comprehensive and self-contained, targeted at researchers and students in machine learning and applied statistics. The book deals with the supervised-learning problem for both regression and classification, and includes detailed algorithms. A wide variety of covariance (kernel) functions are presented and their properties discussed. Model selection is discussed both from a Bayesian and a classical perspective. Many connections to other well-known techniques from machine learning and statistics are discussed, including support-vector machines, neural networks, splines, regularization networks, relevance vector machines and others. Theoretical issues including learning curves and the PAC-Bayesian framework are treated, and several approximation methods for learning with large datasets are discussed. The book contains illustrative examples and exercises, and code and datasets are available on the Web. Appendixes provide mathematical background and a discussion of Gaussian Markov processes.

Advanced Energy Storage Technologies and Their Applications (AESA)

Author : Rui Xiong
Publisher : MDPI
ISBN 13 : 3038425443
Total Pages : 427 pages
Book Rating : 4.0/5 (384 download)

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Book Synopsis Advanced Energy Storage Technologies and Their Applications (AESA) by : Rui Xiong

Download or read book Advanced Energy Storage Technologies and Their Applications (AESA) written by Rui Xiong and published by MDPI. This book was released on 2018-02-21 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a printed edition of the Special Issue "Advanced Energy Storage Technologies and Their Applications (AESA)" that was published in Energies

Battery Management Systems

Author : Gregory L. Plett
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.

Lithium-ion Battery Materials and Engineering

Author : Malgorzata K. Gulbinska
Publisher : Springer
ISBN 13 : 1447165489
Total Pages : 212 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Lithium-ion Battery Materials and Engineering by : Malgorzata K. Gulbinska

Download or read book Lithium-ion Battery Materials and Engineering written by Malgorzata K. Gulbinska and published by Springer. This book was released on 2014-09-06 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gaining public attention due, in part, to their potential application as energy storage devices in cars, Lithium-ion batteries have encountered widespread demand, however, the understanding of lithium-ion technology has often lagged behind production. This book defines the most commonly encountered challenges from the perspective of a high-end lithium-ion manufacturer with two decades of experience with lithium-ion batteries and over six decades of experience with batteries of other chemistries. Authors with years of experience in the applied science and engineering of lithium-ion batteries gather to share their view on where lithium-ion technology stands now, what are the main challenges, and their possible solutions. The book contains real-life examples of how a subtle change in cell components can have a considerable effect on cell’s performance. Examples are supported with approachable basic science commentaries. Providing a unique combination of practical know-how with an in-depth perspective, this book will appeal to graduate students, young faculty members, or others interested in the current research and development trends in lithium-ion technology.

Prognostics and Health Management of Electronics

Author : Michael G. Pecht
Publisher : John Wiley & Sons
ISBN 13 : 1119515300
Total Pages : 809 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Prognostics and Health Management of Electronics by : Michael G. Pecht

Download or read book Prognostics and Health Management of Electronics written by Michael G. Pecht and published by John Wiley & Sons. This book was released on 2018-08-15 with total page 809 pages. Available in PDF, EPUB and Kindle. Book excerpt: An indispensable guide for engineers and data scientists in design, testing, operation, manufacturing, and maintenance A road map to the current challenges and available opportunities for the research and development of Prognostics and Health Management (PHM), this important work covers all areas of electronics and explains how to: assess methods for damage estimation of components and systems due to field loading conditions assess the cost and benefits of prognostic implementations develop novel methods for in situ monitoring of products and systems in actual life-cycle conditions enable condition-based (predictive) maintenance increase system availability through an extension of maintenance cycles and/or timely repair actions; obtain knowledge of load history for future design, qualification, and root cause analysis reduce the occurrence of no fault found (NFF) subtract life-cycle costs of equipment from reduction in inspection costs, downtime, and inventory Prognostics and Health Management of Electronics also explains how to understand statistical techniques and machine learning methods used for diagnostics and prognostics. Using this valuable resource, electrical engineers, data scientists, and design engineers will be able to fully grasp the synergy between IoT, machine learning, and risk assessment.

Prognostics and Health Management of Engineering Systems

Author : Nam-Ho Kim
Publisher : Springer
ISBN 13 : 3319447424
Total Pages : 355 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Prognostics and Health Management of Engineering Systems by : Nam-Ho Kim

Download or read book Prognostics and Health Management of Engineering Systems written by Nam-Ho Kim and published by Springer. This book was released on 2016-10-24 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the methods for predicting the future behavior of a system’s health and the remaining useful life to determine an appropriate maintenance schedule. The authors introduce the history, industrial applications, algorithms, and benefits and challenges of PHM (Prognostics and Health Management) to help readers understand this highly interdisciplinary engineering approach that incorporates sensing technologies, physics of failure, machine learning, modern statistics, and reliability engineering. It is ideal for beginners because it introduces various prognostics algorithms and explains their attributes, pros and cons in terms of model definition, model parameter estimation, and ability to handle noise and bias in data, allowing readers to select the appropriate methods for their fields of application.Among the many topics discussed in-depth are:• Prognostics tutorials using least-squares• Bayesian inference and parameter estimation• Physics-based prognostics algorithms including nonlinear least squares, Bayesian method, and particle filter• Data-driven prognostics algorithms including Gaussian process regression and neural network• Comparison of different prognostics algorithms divThe authors also present several applications of prognostics in practical engineering systems, including wear in a revolute joint, fatigue crack growth in a panel, prognostics using accelerated life test data, fatigue damage in bearings, and more. Prognostics tutorials with a Matlab code using simple examples are provided, along with a companion website that presents Matlab programs for different algorithms as well as measurement data. Each chapter contains a comprehensive set of exercise problems, some of which require Matlab programs, making this an ideal book for graduate students in mechanical, civil, aerospace, electrical, and industrial engineering and engineering mechanics, as well as researchers and maintenance engineers in the above fields.

Electrochemical Power Sources: Fundamentals, Systems, and Applications

Author : Jürgen Garche
Publisher : Elsevier
ISBN 13 : 0444640088
Total Pages : 671 pages
Book Rating : 4.4/5 (446 download)

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Book Synopsis Electrochemical Power Sources: Fundamentals, Systems, and Applications by : Jürgen Garche

Download or read book Electrochemical Power Sources: Fundamentals, Systems, and Applications written by Jürgen Garche and published by Elsevier. This book was released on 2018-09-20 with total page 671 pages. Available in PDF, EPUB and Kindle. Book excerpt: Safety of Lithium Batteries describes how best to assure safety during all phases of the life of Lithium ion batteries (production, transport, use, and disposal). About 5 billion Li-ion cells are produced each year, predominantly for use in consumer electronics. This book describes how the high-energy density and outstanding performance of Li-ion batteries will result in a large increase in the production of Li-ion cells for electric drive train vehicle (xEV) and battery energy storage (BES or EES) purposes. The high-energy density of Li battery systems comes with special hazards related to the materials employed in these systems. The manufacturers of cells and batteries have strongly reduced the hazard probability by a number of measures. However, absolute safety of the Li system is not given as multiple incidents in consumer electronics have shown. - Presents the relationship between chemical and structure material properties and cell safety - Relates cell and battery design to safety as well as system operation parameters to safety - Outlines the influences of abuses on safety and the relationship to battery testing - Explores the limitations for transport and storage of cells and batteries - Includes recycling, disposal and second use of lithium ion batteries

Strengthening Forensic Science in the United States

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309142393
Total Pages : 348 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Strengthening Forensic Science in the United States by : National Research Council

Download or read book Strengthening Forensic Science in the United States written by National Research Council and published by National Academies Press. This book was released on 2009-07-29 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scores of talented and dedicated people serve the forensic science community, performing vitally important work. However, they are often constrained by lack of adequate resources, sound policies, and national support. It is clear that change and advancements, both systematic and scientific, are needed in a number of forensic science disciplines to ensure the reliability of work, establish enforceable standards, and promote best practices with consistent application. Strengthening Forensic Science in the United States: A Path Forward provides a detailed plan for addressing these needs and suggests the creation of a new government entity, the National Institute of Forensic Science, to establish and enforce standards within the forensic science community. The benefits of improving and regulating the forensic science disciplines are clear: assisting law enforcement officials, enhancing homeland security, and reducing the risk of wrongful conviction and exoneration. Strengthening Forensic Science in the United States gives a full account of what is needed to advance the forensic science disciplines, including upgrading of systems and organizational structures, better training, widespread adoption of uniform and enforceable best practices, and mandatory certification and accreditation programs. While this book provides an essential call-to-action for congress and policy makers, it also serves as a vital tool for law enforcement agencies, criminal prosecutors and attorneys, and forensic science educators.

IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning

Author : Joao Gama
Publisher : Springer Nature
ISBN 13 : 3030667707
Total Pages : 317 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning by : Joao Gama

Download or read book IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning written by Joao Gama and published by Springer Nature. This book was released on 2021-01-09 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes selected papers from the Second International Workshop on IoT Streams for Data-Driven Predictive Maintenance, IoT Streams 2020, and First International Workshop on IoT, Edge, and Mobile for Embedded Machine Learning, ITEM 2020, co-located with ECML/PKDD 2020 and held in September 2020. Due to the COVID-19 pandemic the workshops were held online. The 21 full papers and 3 short papers presented in this volume were thoroughly reviewed and selected from 35 submissions and are organized according to the workshops and their topics: IoT Streams 2020: Stream Learning; Feature Learning; ITEM 2020: Unsupervised Machine Learning; Hardware; Methods; Quantization.

2018 IEEE International Conference on Prognostics and Health Management (ICPHM)

Author : IEEE Staff
Publisher :
ISBN 13 : 9781538611661
Total Pages : pages
Book Rating : 4.6/5 (116 download)

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Book Synopsis 2018 IEEE International Conference on Prognostics and Health Management (ICPHM) by : IEEE Staff

Download or read book 2018 IEEE International Conference on Prognostics and Health Management (ICPHM) written by IEEE Staff and published by . This book was released on 2018-06-11 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Prognostics and Health Management,Diagnostics,Testability,Fault Detection,Non destructive Evaluation,Condition monitoring,Performance degradation trending