Energetic Macroscopic Representation and Multi-level Energy Management for Heavy-duty Hybrid Vehicles Using Double Planetary Geartrain

Energetic Macroscopic Representation and Multi-level Energy Management for Heavy-duty Hybrid Vehicles Using Double Planetary Geartrain PDF Author: Sajjad Ali Syed
Publisher:
ISBN:
Category :
Languages : en
Pages : 181

Get Book Here

Book Description
Currently, Hybrid Electric Vehicles (HEVs) are considered to be a critical part of the future vehicle industry. This is because they allow for decreased fuel consumption and emissions without a decline in performance. HEVs are composed of two or more power sources and can be arranged in various topologies. In this thesis, a series-parallel architecture is chosen for military and garbage trucks. The studied HEVs contain a Double Planetary Geartrain as a Power Split Device (PSD), which makes the system very intricate and complex. Therefore, in this thesis, modeling of studied HEVs with a PSD is done. Later, through the assistance of Energetic Macroscopic Representation (EMR) it is graphically represented and local control structure for both vehicles are deduced.This dissertation also addresses the problem of managing energy of multiple energy sources for the studied HEVs. The Energy Management Strategy (EMS) in application to HEVs encompasses several different disciplines and challenges. Primarily, the challenges lies in managing the energy expenditure, determining the proportional power splits and establishing methods to interface between the systems so as to meet the demands of the vehicle propulsion and other load requirements. In this work, an attempt has been made to provide a new organization of EMS by decomposition in 3 explicit levels for studied vehicles i.e. military and garbage truck.

Energetic Macroscopic Representation and Multi-level Energy Management for Heavy-duty Hybrid Vehicles Using Double Planetary Geartrain

Energetic Macroscopic Representation and Multi-level Energy Management for Heavy-duty Hybrid Vehicles Using Double Planetary Geartrain PDF Author: Sajjad Ali Syed
Publisher:
ISBN:
Category :
Languages : en
Pages : 181

Get Book Here

Book Description
Currently, Hybrid Electric Vehicles (HEVs) are considered to be a critical part of the future vehicle industry. This is because they allow for decreased fuel consumption and emissions without a decline in performance. HEVs are composed of two or more power sources and can be arranged in various topologies. In this thesis, a series-parallel architecture is chosen for military and garbage trucks. The studied HEVs contain a Double Planetary Geartrain as a Power Split Device (PSD), which makes the system very intricate and complex. Therefore, in this thesis, modeling of studied HEVs with a PSD is done. Later, through the assistance of Energetic Macroscopic Representation (EMR) it is graphically represented and local control structure for both vehicles are deduced.This dissertation also addresses the problem of managing energy of multiple energy sources for the studied HEVs. The Energy Management Strategy (EMS) in application to HEVs encompasses several different disciplines and challenges. Primarily, the challenges lies in managing the energy expenditure, determining the proportional power splits and establishing methods to interface between the systems so as to meet the demands of the vehicle propulsion and other load requirements. In this work, an attempt has been made to provide a new organization of EMS by decomposition in 3 explicit levels for studied vehicles i.e. military and garbage truck.

Hybrid Electric Vehicles

Hybrid Electric Vehicles PDF Author: Chris Mi
Publisher: John Wiley & Sons
ISBN: 1119970113
Category : Technology & Engineering
Languages : en
Pages : 449

Get Book Here

Book Description
Modern Hybrid Electric Vehicles provides vital guidance to help a new generation of engineers master the principles of and further advance hybrid vehicle technology. The authors address purely electric, hybrid electric, plug-in hybrid electric, hybrid hydraulic, fuel cell, and off-road hybrid vehicle systems. They focus on the power and propulsion systems for these vehicles, including issues related to power and energy management. They concentrate on material that is not readily available in other hybrid electric vehicle (HEV) books such as design examples for hybrid vehicles, and cover new developments in the field including electronic CVT, plug-in hybrid, and new power converters and controls. Covers hybrid vs. pure electric, HEV system architecture (including plug-in and hydraulic), off-road and other industrial utility vehicles, non-ground-vehicle applications like ships, locomotives, aircrafts, system reliability, EMC, storage technologies, vehicular power and energy management, diagnostics and prognostics, and electromechanical vibration issues. Contains core fundamentals and principles of modern hybrid vehicles at component level and system level. Provides graduate students and field engineers with a text suitable for classroom teaching or self-study.

Deep Reinforcement Learning-based Energy Management for Hybrid Electric Vehicles

Deep Reinforcement Learning-based Energy Management for Hybrid Electric Vehicles PDF Author: Li Yeuching
Publisher: Springer Nature
ISBN: 3031792068
Category : Technology & Engineering
Languages : en
Pages : 123

Get Book Here

Book Description
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 Vehicle System Modeling and Control

Hybrid Electric Vehicle System Modeling and Control PDF Author: Wei Liu
Publisher: John Wiley & Sons
ISBN: 111927933X
Category : Technology & Engineering
Languages : en
Pages : 588

Get Book Here

Book Description
This new edition includes approximately 30% new materials covering the following information that has been added to this important work: extends the contents on Li-ion batteries detailing the positive and negative electrodes and characteristics and other components including binder, electrolyte, separator and foils, and the structure of Li-ion battery cell. Nickel-cadmium batteries are deleted. adds a new section presenting the modelling of multi-mode electrically variable transmission, which gradually became the main structure of the hybrid power-train during the last 5 years. newly added chapter on noise and vibration of hybrid vehicles introduces the basics of vibration and noise issues associated with power-train, driveline and vehicle vibrations, and addresses control solutions to reduce the noise and vibration levels. Chapter 10 (chapter 9 of the first edition) is extended by presenting EPA and UN newly required test drive schedules and test procedures for hybrid electric mileage calculation for window sticker considerations. In addition to the above major changes in this second edition, adaptive charging sustaining point determination method is presented to have a plug-in hybrid electric vehicle with optimum performance.

Reinforcement Learning-Enabled Intelligent Energy Management for Hybrid Electric Vehicles

Reinforcement Learning-Enabled Intelligent Energy Management for Hybrid Electric Vehicles PDF Author: Teng Liu
Publisher: Morgan & Claypool Publishers
ISBN: 1681736195
Category : Technology & Engineering
Languages : en
Pages : 99

Get Book Here

Book Description
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.

Hybrid Vehicles

Hybrid Vehicles PDF Author: BADIN François
Publisher: Editions TECHNIP
ISBN: 271080994X
Category : Reference
Languages : en
Pages : 526

Get Book Here

Book Description
The fast growth in world population and the associated energy requirements, the announced depletion of fossil fuel resources, the continuing rise in greenhouse gas (GHG) emissions with the induced climatic changes represent some of the major challenges to be taken up in the coming years and decades. Hybridization therefore typically represents a transition technology which can significantly improve the energy and environmental performance of current vehicles, without radically changing their use typologies, while opening the way to new propulsion modes for the longer term. It is nevertheless a complex subject requiring a multidisciplinary approach. This book, which is intended to be exhaustive, considers the vehicle, its components, their association and their control, as well as the global balances determined over the vehicle lifetime. It starts with a general presentation of the various conditions of use of vehicles, to give readers an understanding of the stakes related to the development of hybrid vehicles and the methods used to compare the performance of the various solutions. The principles and the various types of internal combustion engine and electrical drives, onboard energy storage systems, principles, architectures, specific components and operation of hybrid drivetrains, as well as the energy management in these vehicles, are developed. A global analysis of the various drivetrains life cycle assessment (LCA), total costs and availability of sensitive materials is also provided. This book is intended for everyone involved in the design, manufacture and implementation of hybrid drive vehicles and their components. It will also be of interest to students, teachers and researchers wishing to acquire or further their knowledge in all fields impacted by drivetrain electrification. More globally, after consulting this book, readers will be in a position to evaluate the technologies related to the concept of drivetrain hybridization, their implementation, balances and generalization conditions. This book is available in French Under the title "Véhicules hybrides". Contents : 1. Vehicle use. 2. Internal combustion engines. 3. Electric drivetrain. 4. On-board energy storage systems. 5. Hybridization. 6. Control of hybrid vehicles. 7. Comparative study of hybrid vehicles: greenhouse gas emissions, energy consumption, and cost. Appendixes.

Propulsion Systems for Hybrid Vehicles

Propulsion Systems for Hybrid Vehicles PDF Author: John M. Miller
Publisher: IET
ISBN: 0863419151
Category : Technology & Engineering
Languages : en
Pages : 473

Get Book Here

Book Description
Offering in-depth coverage of hybrid propulsion topics, energy storage systems and modelling, and supporting electrical systems, this book will be an invaluable resource for practising engineers and managers involved in all aspects of hybrid vehicle development, modelling, simulation and testing.

Noise and Torsional Vibration Analysis of Hybrid Vehicles

Noise and Torsional Vibration Analysis of Hybrid Vehicles PDF Author: Xiaolin Tang
Publisher: Morgan & Claypool Publishers
ISBN: 1681734761
Category : Technology & Engineering
Languages : en
Pages : 142

Get Book Here

Book Description
Thanks to the potential of reducing fuel consumption and emissions, hybrid electric vehicles (HEVs) have been attracting more and more attention from car manufacturers and researchers. Due to involving two energy sources, i.e., engine and battery, the powertrain in HEVs is a complicated electromechanical coupling system that generates noise and vibration different from that of a traditional vehicle. Accordingly, it is very important to explore the noise and vibration characteristics of HEVs. In this book, a hybrid vehicle with two motors is taken as an example, consisting of a compound planetary gear set (CPGS) as the power-split device, to analyze the noise and vibration characteristics. It is specifically intended for graduates and anyone with an interest in the electrification of full hybrid vehicles. The book begins with the research background and significance of the HEV. The second chapter presents the structural description and working principal of the target hybrid vehicle. Chapter 3 highlights the noise, vibration, and harshness (NVH) tests and corresponding analysis of the hybrid powertrain. Chapter 4 provides transmission system parameters and meshing stiffness calculation. Chapter 5 discusses the mathematical modeling and analyzes torsional vibration (TV) of HEVs. Finally, modeling of the hybrid powertrain with ADAMS is given in Chapter 6.

Comprehensive Energy Management – Eco Routing & Velocity Profiles

Comprehensive Energy Management – Eco Routing & Velocity Profiles PDF Author: Daniel Watzenig
Publisher: Springer
ISBN: 3319531654
Category : Technology & Engineering
Languages : en
Pages : 107

Get Book Here

Book Description
The book discusses the emerging topic of comprehensive energy management in electric vehicles from the viewpoint of academia and from the industrial perspective. It provides a seamless coverage of all relevant systems and control algorithms for comprehensive energy management, their integration on a multi-core system and their reliability assurance (validation and test). Relevant European projects contributing to the evolvement of comprehensive energy management in fully electric vehicles are also included.

Electric and Plug-In Hybrid Vehicles

Electric and Plug-In Hybrid Vehicles PDF Author: Bogdan Ovidiu Varga
Publisher: Springer
ISBN: 3319186396
Category : Technology & Engineering
Languages : en
Pages : 536

Get Book Here

Book Description
This book is designed as an interdisciplinary platform for specialists working in electric and plug-in hybrid electric vehicles powertrain design and development, and for scientists who want to get access to information related to electric and hybrid vehicle energy management, efficiency and control. The book presents the methodology of simulation that allows the specialist to evaluate electric and hybrid vehicle powertrain energy flow, efficiency, range and consumption. The mathematics behind each electric and hybrid vehicle component is explained and for each specific vehicle the powertrain is analyzed and output results presented through the use of specific automotive industrial software (AVL Cruise , IPG CarMaker, AVL Concerto). This methodology of electric and hybrid powertrain design serves to broaden understanding of how the energy flow, efficiency, range and consumption of these vehicles can be adjusted, updated and predicted via development processes.