Smart Charging Solutions for Hybrid and Electric Vehicles

Smart Charging Solutions for Hybrid and Electric Vehicles
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SMART CHARGING SOLUTIONS The most comprehensive and up-to-date study of smart charging solutions for hybrid and electric vehicles for engineers, scientists, students, and other professionals. As our dependence on fossil fuels continues to wane all over the world, demand for dependable and economically feasible energy sources continues to grow. As environmental regulations become more stringent, energy production is relying more and more heavily on locally available renewable resources. Furthermore, fuel consumption and emissions are facilitating the transition to sustainable transportation. The market for electric vehicles (EVs) has been increasing steadily over the past few years throughout the world. With the increasing popularity of EVs, a competitive market between charging stations (CSS) to attract more EVs is expected. This outstanding new volume is a resource for engineers, researchers, and practitioners interested in getting acquainted with smart charging for electric vehicles technologies. It includes many chapters dealing with the state-of-the-art studies on EV smart charging along with charging infrastructure. Whether for the veteran engineer or student, this is a must-have volume for any library. Smart Charging Solutions for Hybrid and Electric Vehicles: Presents the state of the art of smart charging for hybrid and electric vehicles, from a technological point of view Focuses on optimization and prospective solutions for practical problems Covers the most important recent developmental technologies related to renewable energy, to keep the engineer up to date and well informed Includes economic considerations, such as business models and price structures Covers standards and regulatory frameworks for smart charging solutions

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Группа авторов. Smart Charging Solutions for Hybrid and Electric Vehicles

Table of Contents

List of Illustrations

List of Tables

Guide

Pages

Smart Charging Solutions for Hybrid and Electric Vehicles

Preface

Acknowledgments

1. Smart Charging: An Outlook Towards its Role and Impacts, Enablers, Markets, and the Global Energy System

1.1 Introduction to Smart Charging

1.1.1 Context of SMART

1.1.2 Approaches

1.1.3 Contributions

1.2 Types of Charging

1.2.1 Uncoordinated Charging

1.2.2 Coordinated Charging

1.2.3 Smart Charging

1.3 Impact of Smart Charging on Global Energy Systems

1.3.1 On the Grid Side

1.3.2 On the Demand Side

1.3.3 Overall Infrastructure

1.4 Types of Smart Charging

1.5 Entities of a Smart-Charging System

1.5.1 Operators: Generation, Transmission, and Distribution

1.5.2 Controllers

1.5.3 Aggregators

1.5.4 Communication System

1.5.5 Stakeholders

1.5.5.1 Policymakers

1.5.5.2 Manufacturers

1.5.5.3 Service and Support Providers

1.5.5.4 Consumers

1.5.6 Market

1.6 Enablers of Smart Charging

1.7 Control Architectures

1.7.1 Centralized

1.7.2 Decentralized

1.7.3 Comments on Suitability

1.8 Outlook towards Smart Charging

1.9 Conclusion

References

2. Influence of Electric Vehicles on Improvements in the Electric Distribution Grid

2.1 Introduction

2.2 Evolution of the Distribution System

2.2.1 Present and Next Challenges of the Distribution System

2.2.2 Energy Planning

2.2.3 Impacts on the Consumption of Energy Sources

2.2.4 Impacts of the Consumption on Distribution Networks

2.2.5 Evolution towards Smart Grids

2.3 Electric Mobility

2.3.1 Electric Vehicle Classification

2.3.2 Electric Mobility Maturity in Italy

2.3.2.1 Technological Maturity

2.3.2.2 Regulatory Maturity

2.3.2.3 Market Maturity

2.3.3 Electric Vehicle Market

2.3.4 Italian EV Market

2.3.5 The Influence of Batteries

2.3.6 Future Scenarios

2.3.7 Plans for the Diffusion of Charging Systems in Italy – PNIRE

2.3.8 Models and Diffusion Plans

2.3.8.1 The ANCI Guidelines

2.3.9 Charging Infrastructure

2.4 Charging Infrastructure for Electric Vehicles

2.4.1 State-of-the-Art Charging Infrastructure

2.4.2 Charging Modes

2.4.2.1 Mode 1: Charging in Domestic Environment, Slow (6-8 h) up to 16 A

2.4.2.2 Mode 2: Charging in Domestic Environment, Slow (3-4 h) up to 32 A

2.4.2.3 Mode 3: Recharge in Domestic and Public Environment, Slow (6-8 h) or Fast (30 min – 1 h)

2.4.2.4 Mode 4: Charging in Public Environment, Fast (10-30 min) (Charging in Direct Current)

2.4.3 Charging Poles

2.4.4 Charging Connectors

2.4.5 Pilot Circuit

2.4.6 Complete Pilot Circuit

2.4.7 Simplified Pilot Circuit

2.5 Conclusion

References

3. Smart Charging Strategies for the Changing Grid

3.1 Introduction

3.2 Charging Strategy based on Vehicle Type

3.3 Mapping of Charging Strategies

3.4 Evaluation of Charging Strategies

References

4. Pricing Schemes for Smart Charging

Abbreviations

Nomenclature

4.1 Introduction

4.2 Concepts and Issues in Charging Pricing

4.3 Different Models of Charging Stations’ Dynamic Pricing

4.4 Classification of Charging Pricing Models

4.4.1 Stochastic Dynamic Pricing

4.4.1.1 Profit of Charging Stations

4.4.1.2 Customer Satisfaction

4.4.1.3 Effect on the Power Grid

4.4.1.4 Multi-Objective Optimization Framework

4.4.2 Distributed Dynamic Pricing Policy Method

4.4.2.1 Distributed Dynamic Pricing Strategy

4.4.2.2 Usage-Based Dynamic Pricing (UDP)

4.4.2.3 Distributed Demand Response Pricing (D2R)

4.4.2.4 Quadratic Cost Function Pricing (QCF)

4.4.3 Integrated Dynamic Pricing and Scheduling of EV Charging Stations

4.4.4 Competitive Charging Station Pricing

4.4.4.1 Charger Station Pricing Game (CSPG)

4.4.5 Negotiation Pricing in Charging Stations

4.4.5.1 Initial Price of EV User

4.4.5.2 Charging Station Operator Initial Price

4.4.5.3 Strategy of Price Adjustment for Charging Station Operator

4.4.5.4 Price Adjustment Strategy of EV User

4.4.6 Charging Pricing of Fast Charging Stations for the Voltage Control of Distribution Network

4.4.6.1 The Lower-Layer Optimization Model

4.4.6.2 The Upper-Layer Optimization Model

4.4.7 Online Reinforcement Learning Approach for Dynamic Pricing

4.5 Electricity Pricing of Vehicle Discharging to Grid

4.5.1 Scheme of Discharge Pricing

4.5.2 Some Common Schemes of Discharge Pricing

4.6 Electricity Pricing Currently Used at Charging Stations

4.7 Effect of Charging Pricing on Economic Competitiveness of Electric Vehicles

4.8 Conclusion

References

5. Management of Electric Vehicles Using Automatic Learning Algorithms: Application in Office Buildings

5.1 Introduction

5.2 Proposed Charging Strategy

5.3 Test Bed and Implementation Results

5.4 Conclusion

References

6. High-Power Charging Strategies of EV Batteries and Energy Storage

Abbreviations

6.1 Introduction

6.2 EV Battery Set Model

6.3 Case Study of Charging High Power Li-Ion Battery for Energy Storage and Electric Work Machines

6.4 Proposed Constant Current and Constant Voltage Method for EV Battery Charging

6.5 Simulation Tests of EV Battery Charging

6.6 Conclusions

References

7. Integration of Fast Charging Stations for Electric Vehicles with the Industrial Power System

Abbreviations

7.1 Introduction

7.2 Structure of Hybrid EV Fast Charging Station

7.3 Use of Drive Voltage Frequency Converter for Charging EV Batteries

7.4 Fast Charging Converter Integrated with 600V DC Microgrid

7.5 Simulation and Experimental Study of Drive Voltage Frequency Converter Used to Charge EV Batteries

7.6 Conclusions

References

8. Regulatory Framework for Smart Charging in Hybrid and Electric Vehicles: Challenges, Driving Forces, and Lessons for Future Roadmap

List of Abbreviations

8.1 Introduction

8.1.1 Status of Adopted EV Technology

8.1.2 Prospects and Current Market for Smart Charging

8.1.3 Status of International Intervened Framework

8.2 EV Charging Technology and Smart Charging. 8.2.1 EV Charging Technology

8.2.1.1 Existent Charging Technologies for EVs

8.2.1.2 Emergent Charging Technologies for EVs

8.2.2 Smart Charging

8.2.3 Smart Charging: Current Status and Technological Advancement

8.2.3.1 Smart Charging Powered by Service Provider or Grid Operator Needs

8.2.3.2 Smart Charging Powered by EV Owners or Building Needs

8.2.4 Affordability and Current Infrastructure. 8.2.4.1 Charging Stations

8.2.4.2 The Charger

8.2.4.2.1 Charger Types Under Level 1 and Level 2

8.2.4.2.2 Charger Configuration of Level 3

8.2.4.2.3 CHAdeMO

8.2.5 Major Threats in Smart Charging

8.3 Smart Charging Standards

8.3.1 Standards Developed by IEC

8.3.1.1 IEC61851 Standard

8.3.1.2 IEC 61980 Standard

8.3.1.3 IEC62196 Standard

8.3.2 SAE Standards

8.3.2.1 SAEJ2293 Standard

8.3.2.2 SAEJ1772 Standard

8.3.2.3 SAEJ1773 Standard

8.3.2.4 SAEJ2847 and SAEJ2836 Standard

8.3.2.5 SAEJ2931 Standard

8.3.2.6 SAEJ2954 and SAEJ2954 Standard

8.3.3 Safety Standards for EV

8.3.3.1 NFPA Standards

8.3.3.2 NEC 625

8.3.3.3 NEC 626

8.4 Regulatory Framework. 8.4.1 International Smart Charging Framework

8.4.2 Role of Agents in Smart Charging

8.4.3 Regulatory Challenges of Smart Charging and Impact on Global Energy Market

8.5 Conclusions and Discussion

References

9. EV Fast Charging Station Planning with Renewable Energy Sources: A Case Study of Durgapur System

9.1 Introduction

9.2 Modeling of System

9.2.1 Solar PV

9.2.2 Battery Storage System (BSS)

9.2.3 System Converter

9.2.4 Diesel Generator

9.2.5 Load Profile

9.2.6 Electric Vehicle Fast Charging Station (EV-FCS) Characteristics and Performance

9.3 Case Study on Solar and Wind Data

9.4 Problem Description and Methodology

9.4.1 Cost of Energy (COE)

9.4.2 Annual Savings

9.4.3 Internal Rate of Return

9.4.4 Simple Payback

9.4.5 Pollutant Emissions

9.5 Results and Discussion

9.5.1 System Analysis without EV Fast Charging Stations (EV-FCS)

9.5.2 System Analysis with EV Fast Charging Stations (EV-FCS)

9.6 Conclusions

9.7 Acknowledgment

References

10. Game Theory Approach for Electric Vehicle Charge Management Considering User Behavior

Nomenclature

10.1 Introduction

10.2 Problem Formulation

10.3 Profit Maximization Game

10.4 Existence and Uniqueness of Nash Equilibrium of Profit Maximization Game

10.5 Results and Discussion

10.6 Conclusion

Appendix A

References

11. A Novel SMES Based Charging System for Electric Vehicles in Smart Grids

Nomenclature. List of Abbreviations

List of Variables

11.1 Introduction

11.2 System Modeling

11.3 Impact Analysis of SME’S on SG Performance while Accommodating EVs

11.4 Conclusion

References

12. A Novel Intelligent Route Planning Framework for Electric Vehicles with Consideration of Waiting Time in Delhi

12.1 Introduction

12.2 Problem Description

12.2.1 Travelling Cost between Two Edges

12.2.2 Charging Cost at CS

12.2.3 Travelling Time Between Two Edges

12.2.4 Waiting Time at CS

12.3 Reinforcement Learning (RL) Based EV Navigation System

12.3.1 Objective Functions

12.3.2 Online Learning and Estimation Waiting Time

12.3.3 RL Based Navigation Method

Algorithm 1: Charging Demand Estimation

12.4 Results and Discussion

12.4.1 Simulation Environment

12.4.2 Benchmark Cases

12.4.3 Distributed Learning Simulation

12.5 Conclusion

References

13. Smart Charging Management for Autonomous Vehicles: A Smart Solution for Smart Cities & Societies: COVID 19

13.1 Introduction

13.2 Autonomous Vehicles: A Promise for Next-Generation Transportation Systems

13.3 How Autonomous Vehicle Standards Ensure Safety

13.4 Autonomous Cars and Smart Cities

13.5 Benefits of Autonomous Vehicles

13.6 Adoption Perspectives for Autonomous Vehicles: COVID 19 Situation

13.7 During the Fight of Pandemic Situation: How Autonomous Vehicles are Used

13.8 Smart Charging Management for Autonomous Vehicles

13.9 Challenges Involved in Self Driving Vehicles (V2X) Driving the Development of Autonomous Vehicles

13.10 Discussion

13.11 Conclusion

13.12 Acknowledgment

References

14. Electric Vehicle Integrated Virtual Power Plants: A Systematic Review

Abbreviations

14.1 Introduction

14.2 Overview of VPP. 14.2.1 Definitions of VPP

14.2.2 Components of VPP

14.2.3 Classification of VPP

14.2.4 Benefits of VPP

14.3 Global Scenario

14.4 Framework for VPP

14.5 Research Initiatives

14.6 EV Integrated VPP

14.7 Conclusions

References

15. Optimal Location of EV Charging Stations by Modified Direct Search Algorithm

Abbreviations

15.1 Introduction. 15.1.1 Background

15.1.2 Existing Works

15.1.3 Contribution

15.2 Problem Formulation

15.3 Methodology

15.3.1 Division of Search Space

15.3.2 Arrangement of Elements of Search Space

15.3.3 Size Reduction of Search Space

15.3.4 Evaluation of Objective Function

15.4 Numerical Analysis

15.5 Conclusion

References

16. Recent Trends and Technologies of Electric Vehicles and Their Wireless Charging Methods: A Review

16.1 Introduction

16.2 FAME Status

16.3 Basic Operation of WPT of EVs

16.4 Components of WPT System

16.5 Advancements in WPT and Electric Vehicle Technology

16.6 Electric Vehicle Status in India

16.7 Standards of Electrical Vehicles, Infrastructure, and WPT

16.8 Conclusion

References

17. Techno-Economic Issues of Grid Connected Large Photovoltaic Plants of Smart City Prayagraj to the EV Charging Station: A Case Study (A Case Study of 5 MW Photovoltaic Power Plant at Prayagraj)

17.1 Introduction

17.2 PV Generation Feasibility Study for Prayagraj for EV Charging Stations

17.3 Modeling and Challenges of Grid Integrated Photovoltaic System

17.4 Real-Time Challenges of 5MW Solar Plant at Naini, Prayagraj, India

17.5 Whole System Layout and Description

17.6 Cost Analysis of Complete PV System

17.7 Conclusion

References

Index

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The drawbacks and benefits of centralized and decentralized control architecture infer a requirement for maturity in the smart charging system.

Table 1.3 List of Differences between control architectures in a smart charging system.

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