Artificial intelligence-empowered modern electric vehicles in smart grid systems : fundamentals, technologies, and solution /
This book, edited by Aparna Kumari and Sudeep Tanwar, provides an in-depth exploration of artificial intelligence (AI)-empowered modern electric vehicles within smart grid systems. It covers fundamental technologies and solutions, focusing on the integration of AI techniques such as supervised and u...
Saved in:
| Other Authors: | , |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
[S.l.] :
Elsevier,
2024.
|
| Subjects: | |
| Online Access: | ScienceDirect |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
MARC
| LEADER | 00000cam a22000007a 4500 | ||
|---|---|---|---|
| 001 | on1435802963 | ||
| 003 | OCoLC | ||
| 005 | 20260915095224.0 | ||
| 006 | m o d | ||
| 007 | cr |n||||||||| | ||
| 008 | 240604s2024 xx o 000 0 eng d | ||
| 040 | |a YDX |b eng |c YDX |d OPELS |d OCLCO |d EBLCP |d UKAHL |d TEU |d SFB |d OCLCQ |d OCLCL | ||
| 019 | |a 1436831387 | ||
| 020 | |a 9780443238154 |q (electronic bk.) | ||
| 020 | |a 0443238154 |q (electronic bk.) | ||
| 020 | |z 9780443238147 | ||
| 020 | |z 0443238146 | ||
| 035 | |a (OCoLC)1435802963 |z (OCoLC)1436831387 | ||
| 050 | 4 | |a TL220 | |
| 082 | 0 | 4 | |a 629.22/93 |2 23/eng/20240611 |1 https://id.oclc.org/worldcat/ddc/E3XxywhjfkGBf9GjBgJkDGd3vb |
| 245 | 0 | 0 | |a Artificial intelligence-empowered modern electric vehicles in smart grid systems : |b fundamentals, technologies, and solution / |c edited by Aparna Kumari, Sudeep Tanwar. |
| 260 | |a [S.l.] : |b Elsevier, |c 2024. | ||
| 300 | |a 1 online resource | ||
| 505 | 0 | |a Front Cover -- Artificial Intelligence-Empowered Modern Electric Vehicles in Smart Grid Systems -- Copyright Page -- Dedication -- Contents -- List of contributors -- Preface -- Acknowledgments -- I. Introduction to artificial intelligence and electric vehicles in smart grid systems -- 1 Introduction to artificial intelligence-empowered electric vehicles in smart grids -- 1.1 Introduction -- 1.1.1 Motivation -- 1.1.2 Research contribution -- 1.1.3 Organization of the chapter -- 1.2 Background -- 1.2.1 Overview of artificial intelligence -- 1.2.2 Artificial intelligence with electric vehicles | |
| 505 | 8 | |a 1.2.3 Related work -- 1.3 Artificial intelligence techniques -- 1.3.1 Expert system -- 1.3.2 Supervised learning -- 1.3.3 Unsupervised learning -- 1.3.3.1 Unsupervised neural networks -- 1.3.4 Reinforcement learning -- 1.3.5 Ensemble methods -- 1.4 Applications -- 1.4.1 Applications of artificial intelligence in smart grid -- 1.4.1.1 Analyzing the applications of artificial intelligence in the smart grid -- 1.4.2 The autonomous electric vehicle and its utilization -- 1.4.2.1 Specialized applications of autonomous vehicles/autonomous electric vehicles -- 1.5 Challenges | |
| 505 | 8 | |a 1.5.1 Obstacles in artificial intelligence-powered autonomous vehicles -- 1.5.1.1 Challenges with sensors -- 1.5.1.2 Complexity and ambiguity -- 1.5.1.3 Challenges in fine-tuning complex models -- 1.5.1.4 Dealing with the hardware problem -- 1.5.2 The difficulties in implementing artificial intelligence in smart grids -- 1.6 Case study -- 1.6.1 Predicting and improving driving range -- 1.6.2 Enhancing energy consumption and efficiency -- 1.6.3 Predicting maintenance requirements -- 1.6.4 Real-life illustration: Tesla's autopilot and artificial intelligence-enhanced battery management | |
| 505 | 8 | |a 1.7 Case study: Analysis of artificial intelligence-driven optimization in managing electric vehicle charging within a smar... -- 1.7.1 Objective -- 1.7.2 Scenario description -- 1.7.3 Methodology -- 1.8 Results -- 1.9 Conclusion -- References -- 2 Communication technologies for electric vehicles -- 2.1 Introduction -- 2.1.1 Communication technologies for electric vehicle: issues of existing system -- 2.1.2 Need for electric vehicles -- 2.1.3 Contribution -- 2.1.4 Organization -- 2.2 Literature review -- 2.3 Artificial intelligence in electric vehicles | |
| 505 | 8 | |a 2.3.1 Artificial intelligence in the integration of electric vehicle with the smart grid -- 2.4 Communication needs at customer premises -- 2.4.1 Electric vehicle supply equipment -- 2.4.2 Communication standards for internet of electric vehicles -- 2.4.3 Communication in electric vehicle charging coordination -- 2.5 Smart grid communication technologies -- 2.5.1 Wired communication -- 2.5.2 Wireless communication -- 2.5.3 Vehicle to grid -- 2.5.4 Vehicle to vehicle -- 2.5.5 Vehicle to infrastructure -- 2.5.6 Challenges of smart grid communication | |
| 520 | |a This book, edited by Aparna Kumari and Sudeep Tanwar, provides an in-depth exploration of artificial intelligence (AI)-empowered modern electric vehicles within smart grid systems. It covers fundamental technologies and solutions, focusing on the integration of AI techniques such as supervised and unsupervised learning, reinforcement learning, and expert systems with electric vehicles. The text addresses applications in smart grids, challenges in AI implementation, and the safety and security of autonomous vehicles. It also highlights communication technologies, demand response management, and energy prediction for electric vehicles. The book is aimed at researchers, practitioners, and professionals in the fields of computer science, engineering, and smart grid systems, seeking to understand the role of AI in enhancing the efficiency, safety, and integration of electric vehicles. |7 Generated by AI | ||
| 650 | 0 | |a Electric vehicles. | |
| 650 | 0 | |a Smart power grids. | |
| 650 | 6 | |a Véhicules électriques. |0 (CaQQLa)201-0003086 | |
| 650 | 6 | |a Réseaux électriques intelligents. |0 (CaQQLa)000277171 | |
| 650 | 7 | |a electric vehicles. |2 aat |0 (CStmoGRI)aat300227911 | |
| 650 | 7 | |a Electric vehicles. |2 fast |0 https://id.worldcat.org/fast/906127 | |
| 650 | 7 | |a Smart power grids. |2 fast |0 https://id.worldcat.org/fast/1792824 | |
| 655 | 0 | |a Electronic books. | |
| 700 | 1 | |a Kumari, Aparna. | |
| 700 | 1 | |a Tanwar, Sudeep. | |
| 776 | 0 | 8 | |c Original |z 0443238146 |z 9780443238147 |w (OCoLC)1409029569 |
| 856 | 4 | 0 | |3 ScienceDirect |u https://www.sciencedirect.com/science/book/9780443238147 |