Overview on Digital Twin for Autonomous Electrical Vehicles Propulsion Drive System

Ibrahim, Mahmoud; Rassõlkin, Anton; Vaimann, Toomas; Kallaste, Ants

doi:10.3390/su14020601

Cited by 50 publications

(29 citation statements)

References 67 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…In such a scenario, a digital twin can help cover all phases of development from design, production to maintenance [47]. However, implementing DT for IoV also has its challenges.…”

Section: Digital Twins Of Internet Of Vehiclesmentioning

confidence: 99%

Smart Electric Vehicle Charging in the Era of Internet of Vehicles, Emerging Trends, and Open Issues

et al. 2022

View full text Add to dashboard Cite

The Internet of Vehicles (IoV), where people, fleets of electric vehicles (EVs), utility, power grids, distributed renewable energy, and communications and computing infrastructures are connected, has emerged as the next big leap in smart grids and city sectors for a sustainable society. Meanwhile, decentralized and complex grid edge faces many challenges for planning, operation, and management of power systems. Therefore, providing a reliable communications infrastructure is vital. The fourth industrial revolution, that is, a cyber-physical system in conjunction with the Internet of Things (IoT) and coexistence of edge (fog) and cloud computing brings new ways of dealing with such challenges and helps maximize the benefits of power grids. From this perspective, as a use case of IoV, we present a cloud-based EV charging framework to tackle issues of high demand in charging stations during peak hours. A price incentive scheme and another scheme, electricity supply expansion, are presented and compared with the baseline. The results demonstrate that the proposed hierarchical models improve the system performance and the quality of service (QoS) for EV customers. The proposed methods can efficiently assist system operators in managing the system design and grid stability. Further, to shed light on emerging technologies for smart and connected EVs, we elaborate on seven major trends: decentralized energy trading based on blockchain and distributed ledger technology, behavioral science and behavioral economics, artificial and computational intelligence and its applications, digital twins of IoV, software-defined IoVs, and intelligent EV charging with information-centric networking, and parking lot microgrids and EV-based virtual storage. We have also discussed some of the potential research issues in IoV to further study IoV. The integration of communications, modern power system management, EV control management, and computing technologies for IoV are crucial for grid stability and large-scale EV charging networks.

show abstract

“…In such a scenario, a digital twin can help cover all phases of development from design, production to maintenance [47]. However, implementing DT for IoV also has its challenges.…”

Section: Digital Twins Of Internet Of Vehiclesmentioning

confidence: 99%

Smart Electric Vehicle Charging in the Era of Internet of Vehicles, Emerging Trends, and Open Issues

et al. 2022

View full text Add to dashboard Cite

show abstract

“…Used in the design of new products as well in the production lines. At the same time and after the completion of the product manufacturing, it can measure specific patterns and functional information of the vehicle with the purpose of aiding in its performance increase [28][29][30][31].…”

Section: Automotivementioning

confidence: 99%

“…The uninterrupted continuous transmission of the relevant data between the vehicles and the manufacturer aids toward improving the quality of its products. The use of Digital Twins along with pioneering technologies such as the Internet of Things (IoT) and artificial intelligence (AI) has made feasible such processes that were thought to be unachievable [30,[62][63][64][65][66][67][68].…”

Section: Digital Twins In Automotive Industrymentioning

confidence: 99%

Digital Twins in the Automotive Industry: The Road toward Physical-Digital Convergence

Piromalis

Kantaros

2022

ASI

View full text Add to dashboard Cite

A newly introduced term in the field of simulating an artificial or physical system is that of the “Digital Twin” concept method. It employs a digital representation and modeling method, capable of expanding and improving the life cycle of complex items, systems, and processes. Nowadays, digital twin technology has become a key research field worldwide. In this context, it is applied and utilized in various fields. One such field is the automotive industry, a technological field that has great implications in users’ everyday life. Digital twin technology not only has great contributions from the initial stages of design until the final construction stages of vehicles, but also during its use, drawing useful information from its daily functions and making the driving experience more enjoyable, comfortable, and safe. It is worth noting that the vehicles that can greatly benefit from the use of digital twins are electric vehicles, which has tended to acquire greater shares in the last decade.

show abstract

“…However, these issues may be resolved in the future. According to Rajashekara, FCVs have a different future than what is projected in [44]. He demonstrated a batterydominant plug-in fuel cell vehicle (PFCV) with a larger battery and a smaller fuel cell.…”

Section: Fuel Cell Electric Vehicle (Fcev)mentioning

confidence: 99%

An Extensive Critique on Electric Vehicle Components and Charging Systems

Iqubal

Sathiyan

Stonier³

et al. 2022

International Transactions on Electrical Energy Systems

View full text Add to dashboard Cite

Nowadays the demand for electric vehicles has been increasing due to their dropping price range and zero emission of carbon. This article initially discusses the development of various electric vehicles from the past to the present. Since the electric motor plays a significant role in EVs, various motors suitable for EVs have been identified and surveyed in this work. The battery storage system is a critical component of EVs; hence, the article goes over all the different types of batteries, from lead acid to lithium ion. Additionally, the other vehicle components such as converters required for charging the batteries, intelligent controllers, electric vehicle charging process, power management, and battery energy management concepts that are available are discussed in detail. Moreover, we bring our work to a conclusion by outlining the research opportunities that remain for the academic and industrial groups. Therefore, the proposed work intends to assist as a state-of-the-art reference for researchers in the field of various electric vehicle configurations, storage systems, converter configurations, charging techniques, control methods, and modulation methods.

show abstract

Overview on Digital Twin for Autonomous Electrical Vehicles Propulsion Drive System

Cited by 50 publications

References 67 publications

Smart Electric Vehicle Charging in the Era of Internet of Vehicles, Emerging Trends, and Open Issues

Smart Electric Vehicle Charging in the Era of Internet of Vehicles, Emerging Trends, and Open Issues

Digital Twins in the Automotive Industry: The Road toward Physical-Digital Convergence

An Extensive Critique on Electric Vehicle Components and Charging Systems

Contact Info

Product

Resources

About