Energy Management In Hybrid Electric Vehicles
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Hybrid Electric Vehicles
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Author : Simona Onori
language : en
Publisher: Springer
Release Date : 2015-12-16
Hybrid Electric Vehicles written by Simona Onori and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-12-16 with Technology & Engineering categories.
This SpringerBrief deals with the control and optimization problem in hybrid electric vehicles. Given that there are two (or more) energy sources (i.e., battery and fuel) in hybrid vehicles, it shows the reader how to implement an energy-management strategy that decides how much of the vehicle’s power is provided by each source instant by instant. Hybrid Electric Vehicles: •introduces methods for modeling energy flow in hybrid electric vehicles; •presents a standard mathematical formulation of the optimal control problem; •discusses different optimization and control strategies for energy management, integrating the most recent research results; and •carries out an overall comparison of the different control strategies presented. Chapter by chapter, a case study is thoroughly developed, providing illustrative numerical examples that show the basic principles applied to real-world situations. The brief is intended as a straightforward tool for learning quickly about state-of-the-art energy-management strategies. It is particularly well-suited to the needs of graduate students and engineers already familiar with the basics of hybrid vehicles but who wish to learn more about their control strategies.
Reinforcement Learning Enabled Intelligent Energy Management For Hybrid Electric Vehicles
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Author : Teng Liu
language : en
Publisher: Morgan & Claypool Publishers
Release Date : 2019-09-03
Reinforcement Learning Enabled Intelligent Energy Management For Hybrid Electric Vehicles written by Teng Liu and has been published by Morgan & Claypool Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-03 with Technology & Engineering categories.
Powertrain electrification, fuel decarburization, and energy diversification are techniques that are spreading all over the world, leading to cleaner and more efficient vehicles. Hybrid electric vehicles (HEVs) are considered a promising technology today to address growing air pollution and energy deprivation. To realize these gains and still maintain good performance, it is critical for HEVs to have sophisticated energy management systems. Supervised by such a system, HEVs could operate in different modes, such as full electric mode and power split mode. Hence, researching and constructing advanced energy management strategies (EMSs) is important for HEVs performance. There are a few books about rule- and optimization-based approaches for formulating energy management systems. Most of them concern traditional techniques and their efforts focus on searching for optimal control policies offline. There is still much room to introduce learning-enabled energy management systems founded in artificial intelligence and their real-time evaluation and application. In this book, a series hybrid electric vehicle was considered as the powertrain model, to describe and analyze a reinforcement learning (RL)-enabled intelligent energy management system. The proposed system can not only integrate predictive road information but also achieve online learning and updating. Detailed powertrain modeling, predictive algorithms, and online updating technology are involved, and evaluation and verification of the presented energy management system is conducted and executed.
Energy Management In Hybrid Electric Vehicles
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Author : Siba Prasada Panigrahi
language : en
Publisher: Butterworth-Heinemann
Release Date : 2016-09-01
Energy Management In Hybrid Electric Vehicles written by Siba Prasada Panigrahi and has been published by Butterworth-Heinemann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-01 with Technology & Engineering categories.
Energy Management in Hybrid Electric Vehicles provides the basics of energy management, powertrain configuration, and optimization in hybrid electric vehicles (HEVs), beginning with an introduction to industry challenges and the state-of-the-art in electric, hybrid, and fuel cell vehicles. It then considers, in detail, critical topics such as HEV architecture, battery technology, and regenerative braking, also providing guidance on different control and simulation models alongside the latest advances in rule-based and optimization-based approaches to energy management. Users will find a rare, practical overview of the knowledge needed to work in this fast-moving area. Provides an overview of the theory and practical examples needed for engineers to confidently analyze hybrid configurations and control strategies Ideal reference for those interested in energy management, hybrid electric vehicles, powertrain configuration, fuel cell vehicles, HEV architecture, battery technology, and regenerative braking Brings together, in a single resource, cutting-edge knowledge from the different fields involved in the development of hybrid electric vehicle technology Offers guidance on different control, simulation, and optimization approaches, enabling the selection of appropriate energy management solutions for particular applications
Deep Reinforcement Learning Based Energy Management For Hybrid Electric Vehicles
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Author : Li Yeuching
language : en
Publisher: Springer Nature
Release Date : 2022-06-01
Deep Reinforcement Learning Based Energy Management For Hybrid Electric Vehicles written by Li Yeuching and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-01 with Technology & Engineering categories.
The urgent need for vehicle electrification and improvement in fuel efficiency has gained increasing attention worldwide. Regarding this concern, the solution of hybrid vehicle systems has proven its value from academic research and industry applications, where energy management plays a key role in taking full advantage of hybrid electric vehicles (HEVs). There are many well-established energy management approaches, ranging from rules-based strategies to optimization-based methods, that can provide diverse options to achieve higher fuel economy performance. However, the research scope for energy management is still expanding with the development of intelligent transportation systems and the improvement in onboard sensing and computing resources. Owing to the boom in machine learning, especially deep learning and deep reinforcement learning (DRL), research on learning-based energy management strategies (EMSs) is gradually gaining more momentum. They have shown great promise in not only being capable of dealing with big data, but also in generalizing previously learned rules to new scenarios without complex manually tunning. Focusing on learning-based energy management with DRL as the core, this book begins with an introduction to the background of DRL in HEV energy management. The strengths and limitations of typical DRL-based EMSs are identified according to the types of state space and action space in energy management. Accordingly, value-based, policy gradient-based, and hybrid action space-oriented energy management methods via DRL are discussed, respectively. Finally, a general online integration scheme for DRL-based EMS is described to bridge the gap between strategy learning in the simulator and strategy deployment on the vehicle controller.
Hybrid Electric Vehicles
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Author : Chris Mi
language : en
Publisher: John Wiley & Sons
Release Date : 2017-09-11
Hybrid Electric Vehicles written by Chris Mi and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-11 with Technology & Engineering categories.
The latest developments in the field of hybrid electric vehicles Hybrid Electric Vehicles provides an introduction to hybrid vehicles, which include purely electric, hybrid electric, hybrid hydraulic, fuel cell vehicles, plug-in hybrid electric, and off-road hybrid vehicular systems. It focuses on the power and propulsion systems for these vehicles, including issues related to power and energy management. Other topics covered include hybrid vs. pure electric, HEV system architecture (including plug-in & charging control and hydraulic), off-road and other industrial utility vehicles, safety and EMC, storage technologies, vehicular power and energy management, diagnostics and prognostics, and electromechanical vibration issues. Hybrid Electric Vehicles, Second Edition is a comprehensively updated new edition with four new chapters covering recent advances in hybrid vehicle technology. New areas covered include battery modelling, charger design, and wireless charging. Substantial details have also been included on the architecture of hybrid excavators in the chapter related to special hybrid vehicles. Also included is a chapter providing an overview of hybrid vehicle technology, which offers a perspective on the current debate on sustainability and the environmental impact of hybrid and electric vehicle technology. Completely updated with new chapters Covers recent developments, breakthroughs, and technologies, including new drive topologies Explains HEV fundamentals and applications Offers a holistic perspective on vehicle electrification Hybrid Electric Vehicles: Principles and Applications with Practical Perspectives, Second Edition is a great resource for researchers and practitioners in the automotive industry, as well as for graduate students in automotive engineering.
Energy Management In Hybrid Electric Vehicles
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Author : Siba Panigrahi
language : en
Publisher: Butterworth-Heinemann
Release Date : 2016-09
Energy Management In Hybrid Electric Vehicles written by Siba Panigrahi and has been published by Butterworth-Heinemann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09 with categories.
Energy Management Of Hybrid Electric Vehicles
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Author : Maria Wei
language : en
Publisher:
Release Date : 2006
Energy Management Of Hybrid Electric Vehicles written by Maria Wei and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with categories.
Energy Management Of Hybrid Electric Vehicles
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Author : Tobias Nüesch
language : en
Publisher:
Release Date : 2014
Energy Management Of Hybrid Electric Vehicles written by Tobias Nüesch and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with categories.
Energy Management Strategies For Electric And Plug In Hybrid Electric Vehicles
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Author : Sheldon S. Williamson
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-10-24
Energy Management Strategies For Electric And Plug In Hybrid Electric Vehicles written by Sheldon S. Williamson 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 2013-10-24 with Technology & Engineering categories.
This book addresses the practical issues for commercialization of current and future electric and plug-in hybrid electric vehicles (EVs/PHEVs). The volume focuses on power electronics and motor drives based solutions for both current as well as future EV/PHEV technologies. Propulsion system requirements and motor sizing for EVs is also discussed, along with practical system sizing examples. PHEV power system architectures are discussed in detail. Key EV battery technologies are explained as well as corresponding battery management issues are summarized. Advanced power electronic converter topologies for current and future charging infrastructures will also be discussed in detail. EV/PHEV interface with renewable energy is discussed in detail, with practical examples.
Energy Management Strategies For Electric And Plug In Hybrid Electric Vehicles
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Author : Sheldon S. Williamson
language : en
Publisher:
Release Date : 2013-11-30
Energy Management Strategies For Electric And Plug In Hybrid Electric Vehicles written by Sheldon S. Williamson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-30 with categories.
