Integrating Electric Vehicles Into Smart Grids Through Data Analytics: Challenges and Opportunities

V Kulkarni, SK Sahoo, K Shah… - Electric Vehicle Design …, 2024 - Wiley Online Library
The emergence of electric vehicles (EVs) is transforming the traditional concept of the power
grid. As more and more EVs are added to the grid, they provide valuable data that can be …

[PDF][PDF] The Role Of Data Science In Advancing Electric Vehicles: A Comprehensive Analysis

S Revathi - academia.edu
The Electric Vehicle (EV) industry is at the forefront of a transformative shift in transportation,
and data science is the driving force behind this evolution. This research article provides a …

Quantifying the impact of electricity pricing on electric vehicle user behavior: a V2G perspective for smart grid development

MH Bahmani, M Esmaeili Shayan… - Energy Sources, Part …, 2024 - Taylor & Francis
This research introduces an innovative analytical framework for studying the behavior of
electric vehicles (EVs) in power grids. The approach primarily examines the dynamic State …

Electric Vehicles as Grid Resources

M Sarker - 2016 - digital.lib.washington.edu
Electric vehicles (EV) are poised as environmentally-friendly alternatives to conventional
combustion vehicles because of the internal battery which uses electricity for transportation …

Integrating electric vehicles with energy storage and grids: New technology and specific capabilities spur numerous applications

S Chandler, J Gartner, D Jones - IEEE Electrification Magazine, 2018 - ieeexplore.ieee.org
The effective integration of electric vehicles (EVs) with grid and energy-storage systems
(ESSs) is an important undertaking that speaks to new technology and specific capabilities …

Data Analytics in Electric Vehicles

S Sihare - … Applications in Battery Management Systems and …, 2023 - igi-global.com
Data analytics techniques are used to process the massive amounts of data produced by
smart grid and electric vehicle technologies. Electric vehicles collect data from various …

Electric Vehicles and Smart Grid: Mini Review

RA Thiyagarajan, AA Maharaajan, AB Shiggavi… - IoT and Analytics in … - taylorfrancis.com
This research paper is a literature review of the integration of electric vehicles (EVs) with
smart grids. An increase in the production of EVs results in power fluctuations in grid …

Advanced Analytics is Reshaping the Decision‐Making Landscape of Electric Utilities

A Pulidindi, D Jonnagadla, M Witt - Climate and Energy, 2023 - Wiley Online Library
Over the last decade, the use of advanced data analytics has evolved from an idea to a
reality and has become pivotal in supporting the proliferation of electric utilities. Utilities are …

Integrating Vehicle-to-Grid Technologies in Autonomous Electric Vehicle Systems

P Seo-yeon, C Sung-hoon - Applied Research in Artificial …, 2022 - researchberg.com
Abstract Electrochemical Vehicle-to-Grid (V2G) technologies in autonomous electric
vehicles (EVs) offer immense potential to revolutionize energy management and optimize …

Machine Learning-Driven Energy Management for Electric Vehicles in Renewable Microgrids

DDW Praveenraj, K Al-Attabi, S Bijlwan… - E3S Web of …, 2024 - e3s-conferences.org
The surge in demand for sustainable transportation has accelerated the adoption of electric
vehicles (EVs). Despite their benefits, EVs face challenges such as limited driving range and …