Fuzzy Filter Based State Of Energy Estimation For Lithium Ion Batteries PDF Download
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| Author | : Shunli Wang |
| Publisher | : Cambridge Scholars Publishing |
| Total Pages | : 141 |
| Release | : 2024-03-21 |
| Genre | : Technology & Engineering |
| ISBN | : 1527570673 |
Download Fuzzy Filter-Based State of Energy Estimation for Lithium-Ion Batteries Book in PDF, ePub and Kindle
Awareness of the safety issues of lithium-ion batteries is crucial in the development of new energy technologies, and real-time and high-precision State of Energy (SOE) estimation is not only a prerequisite for battery safety, but also serves as the basis for predicting the remaining driving range of electric vehicles and aircrafts. In order to achieve real-time and accurate estimation of the energy state of lithium-ion batteries, this book improves the calculation method of the open-circuit voltage in the traditional second-order RC equivalent circuit model. It also combines a fuzzy controller and a dual-weighted multi-innovation algorithm to optimize the traditional Centralized Kalman Filter (CKF) algorithm in terms of the aspects of convergence speed, estimation accuracy, and algorithm robustness. This enables the precise estimation of SOE and the maximum available energy. The content of this book provides theoretical support for the development of new energy initiatives.
| Author | : SHUNLI. WANG WANG (YUJIE. YANG, XIAO.) |
| Publisher | : |
| Total Pages | : 0 |
| Release | : 2024 |
| Genre | : |
| ISBN | : 9781527570665 |
Download FUZZY FILTER-BASED STATE OF ENERGY ESTIMATION FOR LITHIUM-ION BATTERIES. Book in PDF, ePub and Kindle
| Author | : Frede Blaabjerg |
| Publisher | : MDPI |
| Total Pages | : 500 |
| Release | : 2019-06-24 |
| Genre | : Technology & Engineering |
| ISBN | : 3039210203 |
Download Applications of Power Electronics Book in PDF, ePub and Kindle
Power electronics technology is still an emerging technology, and it has found its way into many applications, from renewable energy generation (i.e., wind power and solar power) to electrical vehicles (EVs), biomedical devices, and small appliances, such as laptop chargers. In the near future, electrical energy will be provided and handled by power electronics and consumed through power electronics; this not only will intensify the role of power electronics technology in power conversion processes, but also implies that power systems are undergoing a paradigm shift, from centralized distribution to distributed generation. Today, more than 1000 GW of renewable energy generation sources (photovoltaic (PV) and wind) have been installed, all of which are handled by power electronics technology. The main aim of this book is to highlight and address recent breakthroughs in the range of emerging applications in power electronics and in harmonic and electromagnetic interference (EMI) issues at device and system levels as discussed in robust and reliable power electronics technologies, including fault prognosis and diagnosis technique stability of grid-connected converters and smart control of power electronics in devices, microgrids, and at system levels.
| Author | : Dirk Söffker |
| Publisher | : MDPI |
| Total Pages | : 154 |
| Release | : 2020-11-09 |
| Genre | : Technology & Engineering |
| ISBN | : 3039433504 |
Download Battery Management System for Future Electric Vehicles Book in PDF, ePub and Kindle
The future of electric vehicles relies nearly entirely on the design, monitoring, and control of the vehicle battery and its associated systems. Along with an initial optimal design of the cell/pack-level structure, the runtime performance of the battery needs to be continuously monitored and optimized for a safe and reliable operation and prolonged life. Improved charging techniques need to be developed to protect and preserve the battery. The scope of this Special Issue is to address all the above issues by promoting innovative design concepts, modeling and state estimation techniques, charging/discharging management, and hybridization with other storage components.
| Author | : Tariq Muneer |
| Publisher | : MDPI |
| Total Pages | : 118 |
| Release | : 2020-05-28 |
| Genre | : Technology & Engineering |
| ISBN | : 3039285483 |
Download Practice and Innovations in Sustainable Transport Book in PDF, ePub and Kindle
The book continues with an experimental analysis conducted to obtain accurate and complete information about electric vehicles in different traffic situations and road conditions. For the experimental analysis in this study, three different electric vehicles from the Edinburgh College leasing program were equipped and tracked to obtain over 50 GPS and energy consumption data for short distance journeys in the Edinburgh area and long-range tests between Edinburgh and Bristol. In the following section, an adaptive and robust square root cubature Kalman filter based on variational Bayesian approximation and Huber’s M-estimation is proposed to accurately estimate state of charge (SOC), which is vital for safe operation and efficient management of lithium-ion batteries. A coupled-inductor DC-DC converter with a high voltage gain is proposed in the following section to match the voltage of a fuel cell stack to a DC link bus. Finally, the book presents a review of the different approaches that have been proposed by various authors to mitigate the impact of electric buses and electric taxis on the future smart grid.
| Author | : Shunli Wang |
| Publisher | : CRC Press |
| Total Pages | : 355 |
| Release | : 2022-12-28 |
| Genre | : Technology & Engineering |
| ISBN | : 1000799565 |
Download Multidimensional Lithium-Ion Battery Status Monitoring Book in PDF, ePub and Kindle
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.
| Author | : Wei Xiang |
| Publisher | : Springer Nature |
| Total Pages | : 348 |
| Release | : 2022-01-01 |
| Genre | : Computers |
| ISBN | : 3030934799 |
Download Broadband Communications, Networks, and Systems Book in PDF, ePub and Kindle
This book constitutes the refereed post-conference proceedings of the 12th International Conference on Broadband Communications, Networks, and Systems, Broadnets 2021, which took place in October 2021. Due to COVID-19 pandemic the conference was held virtually. The 24 full papers presented were carefully reviewed and selected from 49 submissions. The papers are thematically grouped as a session on broadband communications, networks, and systems; 5G-enabled smart building: technology and challenge; and 5G: The advances in industry.
| Author | : James Marco |
| Publisher | : MDPI |
| Total Pages | : 238 |
| Release | : 2020-01-15 |
| Genre | : Technology & Engineering |
| ISBN | : 303921862X |
Download Energy Storage and Management for Electric Vehicles Book in PDF, ePub and Kindle
This Special Edition of Energies on “Energy Storage and Management for Electric Vehicles” draws together a collection of research papers that critically evaluates key areas of innovation and novelty when designing and managing the high-voltage battery system within an electrified powertrain. The addressed topics include design optimisation, mathematical modelling, control engineering, thermal management, and component sizing.
| Author | : Shunli Wang |
| Publisher | : Elsevier |
| Total Pages | : 356 |
| Release | : 2021-06-23 |
| Genre | : Science |
| ISBN | : 0323904335 |
Download Battery System Modeling Book in PDF, ePub and Kindle
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
| Author | : Shunli Wang |
| Publisher | : Elsevier |
| Total Pages | : 377 |
| Release | : 2023-07-14 |
| Genre | : Business & Economics |
| ISBN | : 0443161615 |
Download State Estimation Strategies in Lithium-ion Battery Management Systems Book in PDF, ePub and Kindle
State Estimation Strategies in Lithium-ion Battery Management Systems presents key technologies and methodologies in modeling and monitoring charge, energy, power and health of lithium-ion batteries. Sections introduce core state parameters of the lithium-ion battery, reviewing existing research and the significance of the prediction of core state parameters of the lithium-ion battery and analyzing the advantages and disadvantages of prediction methods of core state parameters. Characteristic analysis and aging characteristics are then discussed. Subsequent chapters elaborate, in detail, on modeling and parameter identification methods and advanced estimation techniques in different application scenarios. Offering a systematic approach supported by examples, process diagrams, flowcharts, algorithms, and other visual elements, this book is of interest to researchers, advanced students and scientists in energy storage, control, automation, electrical engineering, power systems, materials science and chemical engineering, as well as to engineers, R&D professionals, and other industry personnel. Introduces lithium-ion batteries, characteristics and core state parameters Examines battery equivalent modeling and provides advanced methods for battery state estimation Analyzes current technology and future opportunities
