Design And Optimization Of Hybrid Electric Vehicle Drivetrain And Control Strategy Parameters Using Evolutionary Algorithms
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Design And Optimization Of Hybrid Electric Vehicle Drivetrain And Control Strategy Parameters Using Evolutionary Algorithms
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Author : Chirag Desai
language : en
Publisher:
Release Date : 2010
Design And Optimization Of Hybrid Electric Vehicle Drivetrain And Control Strategy Parameters Using Evolutionary Algorithms written by Chirag Desai and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with categories.
Advanced propulsion technologies such as hybrid electric vehicles (HEVs) have demonstrated improved fuel economy with lower emissions compared to conventional vehicles. Superior HEV performance in terms of higher fuel economy and lower emissions, with satisfaction of driving performance, necessitates a careful balance of drivetrain component design as well as control strategy parameter monitoring and tuning. In this thesis, an evolutionary global optimization-based derivative-free, multi-objective genetic algorithm (MOGA) is proposed, to optimize the component sizing of a NOVA® parallel hybrid electric transit bus drivetrain. In addition, the proposed technique has been extended to the design of an optimal supervisory control strategy for effective on-board energy management. The proposed technique helps find practical trade off-solutions for the objectives. Simulation test results depict the tremendous potential of the proposed optimization technique in terms of improved fuel economy and lower emissions (nitrous-oxide, NOx, carbon monoxide, CO, and hydrocarbons, HC). The tests were conducted under varying drive cycles and control strategies.
Applications Of Evolutionary Computation
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Author : Giovanni Squillero
language : en
Publisher: Springer
Release Date : 2016-03-22
Applications Of Evolutionary Computation written by Giovanni Squillero and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-03-22 with Computers categories.
The two volumes LNCS 9597 and 9598 constitute the refereed conference proceedings of the 19th European Conference on the Applications of Evolutionary Computation, EvoApplications 2016, held in Porto, Portugal, in March/April 2016, co-located with the Evo* 2016 events EuroGP, EvoCOP, and EvoMUSART. The 57 revised full papers presented together with 17 poster papers were carefully reviewed and selected from 115 submissions. EvoApplications 2016 consisted of the following 13 tracks: EvoBAFIN (natural computing methods in business analytics and finance), EvoBIO (evolutionary computation, machine learning and data mining in computational biology), EvoCOMNET (nature-inspired techniques for telecommunication networks and other parallel and distributed systems), EvoCOMPLEX (evolutionary algorithms and complex systems), EvoENERGY (evolutionary computation in energy applications), EvoGAMES (bio-inspired algorithms in games), EvoIASP (evolutionary computation in image analysis, signal processing, and pattern recognition), EvoINDUSTRY (nature-inspired techniques in industrial settings), EvoNUM (bio-inspired algorithms for continuous parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoRISK (computational intelligence for risk management, security and defence applications), EvoROBOT (evolutionary robotics), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments).
Advances In Asian Mechanism And Machine Science
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Author : Nguyen Van Khang
language : en
Publisher: Springer Nature
Release Date : 2021-12-14
Advances In Asian Mechanism And Machine Science written by Nguyen Van Khang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-14 with Technology & Engineering categories.
This book presents the proceedings of the 6th IFToMM Asian Mechanisms and Machine Science Conference (Asian MMS), held in Hanoi, Vietnam on December 15-18, 2021. It includes peer-reviewed papers on the latest advances in mechanism and machine science, discussing topics such as biomechanical engineering, computational kinematics, the history of mechanism and machine science, gearing and transmissions, multi-body dynamics, robotics and mechatronics, the dynamics of machinery, tribology, vibrations, rotor dynamics and vehicle dynamics. A valuable, up-to-date resource, it offers an essential overview of the subject for scientists and practitioners alike, and will inspire further investigations and research.
The Application Of Ant Colony Optimization
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Author : Ali Soofastaei
language : en
Publisher: BoD – Books on Demand
Release Date : 2022-05-11
The Application Of Ant Colony Optimization written by Ali Soofastaei and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-11 with Computers categories.
The application of advanced analytics in science and technology is rapidly expanding, and developing optimization technics is critical to this expansion. Instead of relying on dated procedures, researchers can reap greater rewards by utilizing cutting-edge optimization techniques like population-based metaheuristic models, which can quickly generate a solution with acceptable quality. Ant Colony Optimization (ACO) is one the most critical and widely used models among heuristics and meta-heuristics. This book discusses ACO applications in Hybrid Electric Vehicles (HEVs), multi-robot systems, wireless multi-hop networks, and preventive, predictive maintenance.
Modern Electric Hybrid Electric And Fuel Cell Vehicles
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Author : Mehrdad Ehsani
language : en
Publisher: CRC Press
Release Date : 2018-02-02
Modern Electric Hybrid Electric And Fuel Cell Vehicles written by Mehrdad Ehsani and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-02 with Technology & Engineering categories.
"This book is an introduction to automotive technology, with specic reference to battery electric, hybrid electric, and fuel cell electric vehicles. It could serve electrical engineers who need to know more about automobiles or automotive engineers who need to know about electrical propulsion systems. For example, this reviewer, who is a specialist in electric machinery, could use this book to better understand the automobiles for which the reviewer is designing electric drive motors. An automotive engineer, on the other hand, might use it to better understand the nature of motors and electric storage systems for application in automobiles, trucks or motorcycles. The early chapters of the book are accessible to technically literate people who need to know something about cars. While the rst chapter is historical in nature, the second chapter is a good introduction to automobiles, including dynamics of propulsion and braking. The third chapter discusses, in some detail, spark ignition and compression ignition (Diesel) engines. The fourth chapter discusses the nature of transmission systems.” —James Kirtley, Massachusetts Institute of Technology, USA “The third edition covers extensive topics in modern electric, hybrid electric, and fuel cell vehicles, in which the profound knowledge, mathematical modeling, simulations, and control are clearly presented. Featured with design of various vehicle drivetrains, as well as a multi-objective optimization software, it is an estimable work to meet the needs of automotive industry.” —Haiyan Henry Zhang, Purdue University, USA “The extensive combined experience of the authors have produced an extensive volume covering a broad range but detailed topics on the principles, design and architectures of Modern Electric, Hybrid Electric, and Fuel Cell Vehicles in a well-structured, clear and concise manner. The volume offers a complete overview of technologies, their selection, integration & control, as well as an interesting Technical Overview of the Toyota Prius. The technical chapters are complemented with example problems and user guides to assist the reader in practical calculations through the use of common scientic computing packages. It will be of interest mainly to research postgraduates working in this eld as well as established academic researchers, industrial R&D engineers and allied professionals.” —Christopher Donaghy-Sparg, Durham University, United Kingdom The book deals with the fundamentals, theoretical bases, and design methodologies of conventional internal combustion engine (ICE) vehicles, electric vehicles (EVs), hybrid electric vehicles (HEVs), and fuel cell vehicles (FCVs). The design methodology is described in mathematical terms, step-by-step, and the topics are approached from the overall drive train system, not just individual components. Furthermore, in explaining the design methodology of each drive train, design examples are presented with simulation results. All the chapters have been updated, and two new chapters on Mild Hybrids and Optimal Sizing and Dimensioning and Control are also included • Chapters updated throughout the text. • New homework problems, solutions, and examples. • Includes two new chapters. • Features accompanying MATLABTM software.
Increasing Penetration Of Renewable Sources In Power Systems Opportunities And Challenges
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Author : Xue Lyu
language : en
Publisher: Frontiers Media SA
Release Date : 2023-04-27
Increasing Penetration Of Renewable Sources In Power Systems Opportunities And Challenges written by Xue Lyu and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-27 with Technology & Engineering categories.
Optimale Konzeptauslegung Elektrifizierter Fahrzeugantriebsstr Nge
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Author : Frederik Weiß
language : de
Publisher: Springer-Verlag
Release Date : 2018-05-08
Optimale Konzeptauslegung Elektrifizierter Fahrzeugantriebsstr Nge written by Frederik Weiß and has been published by Springer-Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-08 with Technology & Engineering categories.
Frederik Weiß entwickelt eine simulationsgestützte Methodik zur Identifikation optimaler BEV-, PHEV- und FCEV-Antriebsstrangkonfigurationen. Durch seine umfangreiche Analyse aller wesentlichen Einflüsse auf das Gesamtsystem Antriebsstrang kann der Autor die frühe Konzeptphase des Fahrzeugentwicklungsprozesses beschleunigen und zeitgleich dessen Ergebnisqualität verbessern. Die Simulation erfolgt mit eigens für diesen Anwendungsfall erstellten rechenzeiteffizienten Modellen und Berechnungsmethoden sowie einem multikriteriellen Optimierungsalgorithmus. Die Stärken der Methodik liegen in der hohen Variabilität, der Modularisierbarkeit sowie in der Berücksichtigung spezieller Eigenschaften elektrifizierter Antriebe, wie des Einflusses von Spannungslagen und des Deratingverhaltens einzelner Komponenten. Der Autor Frederik Weiß arbeitet in der Hauptabteilung Antriebs- und Energiesysteme der Konzernforschung eines großen Fahrzeugherstellers. Er beschäftigt sich dort mit der Simulation und Entwicklung von elektrifizierten Fahrzeugantriebssträngen und Hybridgetrieben.
Application Of Artificial Intelligence In Hybrid Electric Vehicle Energy Management
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Author : Jili Tao
language : en
Publisher: Elsevier
Release Date : 2024-05-23
Application Of Artificial Intelligence In Hybrid Electric Vehicle Energy Management written by Jili Tao and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-23 with Science categories.
Application of Artificial Intelligence in Hybrid Electric Vehicle Energy Management presents the state-of-the-art in hybrid electric vehicle system modelling and management. With a focus on learning-based energy management strategies, the book provides detailed methods, mathematical models, and strategies designed to optimize the energy management of the energy supply module of a hybrid vehicle.The book first addresses the underlying problems in Hybrid Electric Vehicle (HEV) modeling, and then introduces several artificial intelligence-based energy management strategies of HEV systems, including those based on fuzzy control with driving pattern recognition, multi objective optimization, fuzzy Q-learning and Deep Deterministic Policy Gradient (DDPG) algorithms. To help readers apply these management strategies, the book also introduces State of Charge and State of Health prediction methods and real time driving pattern recognition. For each application, the detailed experimental process, program code, experimental results, and algorithm performance evaluation are provided.Application of Artificial Intelligence in Hybrid Electric Vehicle Energy Management is a valuable reference for anyone involved in the modelling and management of hybrid electric vehicles, and will be of interest to graduate students, researchers, and professionals working on HEVs in the fields of energy, electrical, and automotive engineering. - Provides a guide to the modeling and simulation methods of hybrid electric vehicle energy systems, including fuel cell systems - Describes the fundamental concepts and theory behind CNN, MPC, fuzzy control, multi objective optimization, fuzzy Q-learning and DDPG - Explains how to use energy management methods such as parameter estimation, Q-learning, and pattern recognition, including battery State of Health and State of Charge prediction, and vehicle operating conditions
Annual Index Abstracts Of Sae Technical Papers 2000
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Author : Society Of Automotive Engineers
language : en
Publisher:
Release Date : 2001
Annual Index Abstracts Of Sae Technical Papers 2000 written by Society Of Automotive Engineers and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with categories.
Applied Mechanics Reviews
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Author :
language : en
Publisher:
Release Date : 2000
Applied Mechanics Reviews written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Mechanics, Applied categories.