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What are the current challenges in implementing genAI in electric vehicles (EVs) to reduce communication overhead? 

Medicine
Transmission delay
Electronics
Power electronics
Distributed generation
Best insight from top research papers

Current challenges in implementing genAI in electric vehicles (EVs) to reduce communication overhead include the need for appropriate protocols for predictive communication among battery-powered devices . Additionally, the integration of distributed generation and renewable energies in the smart grid requires smart monitoring and control systems . Power electronics in EVs can benefit from the use of artificial intelligence to improve compactness and reliability . Implementing integrated and intelligent transport systems for EVs faces barriers such as driving range anxiety, communication problems, and charging and discharging time issues . In the context of the Cognitive Internet of Vehicles (CIoV), designing a smart agent for intelligent transmission scheduling under random and noisy network conditions is a key challenge .

Answers from top 5 papers

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Papers (5)Insight
Open access•Journal Article•DOI
Smart Grid Communication Networks for Electric Vehicles Empowering Distributed Energy Generation: Constraints, Challenges, and Recommendations
Mohammad Kamrul Hasan, A K M Ahasan Habib, Shayla Islam, Mohammed Balfaqih, Khaled Alfawaz, Dalbir Singh 
20 Jan 2023-Energies
6 Citations
The provided paper does not mention genAI or any challenges related to reducing communication overhead in electric vehicles (EVs).
Journal Article•DOI
A Generative Adversarial Network Enabled Deep Distributional Reinforcement Learning for Transmission Scheduling in Internet of Vehicles
Faisal Naeem, Sattar Seifollahi, Zhenyu Zhou, Muhammad Tariq 
01 Jul 2021-IEEE Transactions on Intelligent Transportation Systems
20 Citations
The provided paper does not discuss the implementation of genAI in electric vehicles (EVs) or reducing communication overhead. The paper focuses on transmission scheduling in the Internet of Vehicles (IoV) using a generative adversarial network (GAN) enabled deep distributional reinforcement learning algorithm.
Open access•Journal Article•DOI
Multi-Objective Message Routing in Electric and Flying Vehicles Using a Genetics Algorithm
Muhammad Alolaiwy, Mohamed Zohdy 
18 Jan 2023-Sensors
The paper does not mention any challenges in implementing genAI in electric vehicles (EVs) to reduce communication overhead.
Open access•Journal Article•DOI
Conceptual Implementation of Artificial Intelligent based E-Mobility Controller in smart city Environment
J. Jayakumar, B. Nagaraj, Shanty Chacko, P. Ajay 
07 Oct 2021-Wireless Communications and Mobile Computing
173 Citations
The paper does not mention the specific challenges in implementing genAI in electric vehicles to reduce communication overhead.
Journal Article•DOI
Artificial Intelligence for Power Electronics in Electric Vehicles: Challenges and Opportunities
Paul Paret, Donal P. Finegan, Sreekant Narumanchi 
24 Nov 2022-Journal of Electronic Packaging
1 Citations
The provided paper does not discuss the challenges in implementing genAI in electric vehicles to reduce communication overhead.

Related Questions

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