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Artificial Intelligence Applications in Battery Management Systems and Routing Problems in Electric Vehicles

2023-02-10 Technology & Engineering
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Release : 2023-02-10
Genre : Technology & Engineering
Kind : eBook
Book Rating : 333/5 ( reviews)

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Book Synopsis Artificial Intelligence Applications in Battery Management Systems and Routing Problems in Electric Vehicles by : Angalaeswari, S.

Download or read book Artificial Intelligence Applications in Battery Management Systems and Routing Problems in Electric Vehicles written by Angalaeswari, S.. This book was released on 2023-02-10. Available in PDF, EPUB and Kindle. Book excerpt: In today’s modern society, to reduce the carbon dioxide gas emission from motor vehicles and to save mother nature, electric vehicles are becoming more practical. As more people begin to see the benefits of this technology, further study on the challenges and best practices is required. Artificial Intelligence Applications in Battery Management Systems and Routing Problems in Electric Vehicles focuses on the integration of renewable energy sources with the existing grid, introduces a power exchange scenario in the prevailing power market, considers the use of the electric vehicle market for creating cleaner and transformative energy, and optimizes the control variables with artificial intelligence techniques. Covering key topics such as artificial intelligence, smart grids, and sustainable development, this premier reference source is ideal for government officials, industry professionals, policymakers, researchers, scholars, practitioners, academicians, instructors, and students.

Advanced Battery Management Technologies for Electric Vehicles

2019-02-26 Technology & Engineering
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Release : 2019-02-26
Genre : Technology & Engineering
Kind : eBook
Book Rating : 643/5 ( reviews)

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Book Synopsis Advanced Battery Management Technologies for Electric Vehicles by : Rui Xiong

Download or read book Advanced Battery Management Technologies for Electric Vehicles written by Rui Xiong. This book was released on 2019-02-26. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive examination of advanced battery management technologies and practices in modern electric vehicles Policies surrounding energy sustainability and environmental impact have become of increasing interest to governments, industries, and the general public worldwide. Policies embracing strategies that reduce fossil fuel dependency and greenhouse gas emissions have driven the widespread adoption of electric vehicles (EVs), including hybrid electric vehicles (HEVs), pure electric vehicles (PEVs) and plug-in electric vehicles (PHEVs). Battery management systems (BMSs) are crucial components of such vehicles, protecting a battery system from operating outside its Safe Operating Area (SOA), monitoring its working conditions, calculating and reporting its states, and charging and balancing the battery system. Advanced Battery Management Technologies for Electric Vehicles is a compilation of contemporary model-based state estimation methods and battery charging and balancing techniques, providing readers with practical knowledge of both fundamental concepts and practical applications. This timely and highly-relevant text covers essential areas such as battery modeling and battery state of charge, energy, health and power estimation methods. Clear and accurate background information, relevant case studies, chapter summaries, and reference citations help readers to fully comprehend each topic in a practical context. Offers up-to-date coverage of modern battery management technology and practice Provides case studies of real-world engineering applications Guides readers from electric vehicle fundamentals to advanced battery management topics Includes chapter introductions and summaries, case studies, and color charts, graphs, and illustrations Suitable for advanced undergraduate and graduate coursework, Advanced Battery Management Technologies for Electric Vehicles is equally valuable as a reference for professional researchers and engineers.

Battery Management Algorithm for Electric Vehicles

2019-09-23 Technology & Engineering
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Release : 2019-09-23
Genre : Technology & Engineering
Kind : eBook
Book Rating : 48X/5 ( reviews)

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Book Synopsis Battery Management Algorithm for Electric Vehicles by : Rui Xiong

Download or read book Battery Management Algorithm for Electric Vehicles written by Rui Xiong. This book was released on 2019-09-23. Available in PDF, EPUB and Kindle. Book excerpt: 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.

AI Techniques for Renewable Source Integration and Battery Charging Methods in Electric Vehicle Applications

2023-02-03 Technology & Engineering
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Release : 2023-02-03
Genre : Technology & Engineering
Kind : eBook
Book Rating : 183/5 ( reviews)

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Book Synopsis AI Techniques for Renewable Source Integration and Battery Charging Methods in Electric Vehicle Applications by : Angalaeswari, S.

Download or read book AI Techniques for Renewable Source Integration and Battery Charging Methods in Electric Vehicle Applications written by Angalaeswari, S.. This book was released on 2023-02-03. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence techniques applied in the power system sector make the prediction of renewable power source generation and demand more efficient and effective. Additionally, since renewable sources are intermittent in nature, it is necessary to predict and analyze the data of input sources. Hence, further study on the prediction and data analysis of renewable energy sources for sustainable development is required. AI Techniques for Renewable Source Integration and Battery Charging Methods in Electric Vehicle Applications focuses on artificial intelligence techniques for the evolving power system field, electric vehicle market, energy storage elements, and renewable energy source integration as distributed generators. Covering key topics such as deep learning, artificial intelligence, and smart solar energy, this premier reference source is ideal for environmentalists, computer scientists, industry professionals, researchers, academicians, scholars, practitioners, instructors, and students.

Smart Electric and Hybrid Vehicles

2024-08-14 Technology & Engineering
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Release : 2024-08-14
Genre : Technology & Engineering
Kind : eBook
Book Rating : 658/5 ( reviews)

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Book Synopsis Smart Electric and Hybrid Vehicles by : Ajay Kumar

Download or read book Smart Electric and Hybrid Vehicles written by Ajay Kumar. This book was released on 2024-08-14. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an analysis of the existing surveys in the literature of batteries, chargers, control systems, battery management systems, plugs, sockets, drives, and fuel-cell-based and plug-in smart electric and hybrid vehicles. It provides detailed comparative analysis of parameters of intelligent electric and hybrid vehicles with conventional vehicles and in-depth knowledge of power electronics tools in smart electric and hybrid vehicles. This book compiles the research work and findings in advancements of smart electric and hybrid vehicles from automobile, mechanical, electronic, electrical, computer science, and allied engineering domains and explains how smart electric and hybrid vehicles can be utilized without harmful emissions over the entire lifecycle of a vehicle and how reliance on fossil fuels can be reduced. Features: Discusses different types of lightweight and robust materials for the fabrication of smart electric and hybrid vehicles Presents computational models, emerging technologies, numerical techniques, and environmental and economic benefits applicable to electric vehicles Highlights the applications of smart and hybrid vehicles in diverse sectors including aerospace, agriculture, defense, and medical Covers electromechanical drives, storage systems, wireless charging, and component design for smart electric and hybrid vehicles Showcases a detailed comparative analysis of parameters of intelligent electric and hybrid vehicles with conventional vehicles It is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electrical and electronics engineering, computer engineering, and automotive engineering.

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