A smart battery management system for electric vehicles using deep learning-based sensor fault detection

VSR Kosuru, A Kavasseri Venkitaraman - World Electric Vehicle Journal, 2023 - mdpi.com
Battery sensor data collection and transmission are essential for battery management
systems (BMS). Since inaccurate battery data brought on by sensor faults, communication …

Machine learning for enhancing transportation security: A comprehensive analysis of electric and flying vehicle systems

H Alqahtani, G Kumar - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
This paper delves into the transformative role of machine learning (ML) techniques in
revolutionizing the security of electric and flying vehicles (EnFVs). By exploring key domains …

A Review on Standardizing Electric Vehicles Community Charging Service Operator Infrastructure

R Kakkar, R Gupta, S Agrawal, S Tanwar, R Sharma… - Applied Sciences, 2022 - mdpi.com
The deployment of charging infrastructure is one of the main challenges that need to be
tackled due to the increasing demand for electric vehicles (EVs). Moreover, EVs associated …

Blockchain assisted data edge verification with consensus algorithm for machine learning assisted IoT

T Vaiyapuri, K Shankar, S Rajendran, S Kumar… - IEEE …, 2023 - ieeexplore.ieee.org
Internet of Things (IoT) devices are becoming increasingly ubiquitous in daily life. They are
utilized in various sectors like healthcare, manufacturing, and transportation. The main …

Online Prediction of Electric Vehicle Battery Failure Using LSTM Network

X Li, H Chang, R Wei, S Huang, S Chen, Z He… - Energies, 2023 - mdpi.com
The electric vehicle industry is developing rapidly as part of the global energy structure
transformation, which has increased the importance of overcoming power battery safety …

Pearson-ShuffleDarkNet37-SE-Fully Connected-Net for Fault Classification of the Electric System of Electric Vehicles

Q Lu, S Chen, L Yin, L Ding - Applied Sciences, 2023 - mdpi.com
As the core components of electric vehicles, the safety of the electric system, including
motors, batteries, and electronic control systems, has always been of great concern. To …

Blockchain and AI-based Engine Fault Detection Scheme for Autonomous Vehicles

Y Patel, S Patel, R Gupta, MS Obaidat… - 2023 International …, 2023 - ieeexplore.ieee.org
The modernization of transportation has drastically adopted automated vehicles on the
roads due to their prevailing benefits of eradicating human error and preventing road …

Predictive Maintenance System for Rotating Machinery Onboard Ships for Detecting Performance Degradation

B Jayaswal, SS Agrawal, S Jain, R Singh… - … Computing: Practice and …, 2023 - scpe.org
Maintenance of rotating machinery is crucial for extending the lifespan and increasing the
reliability of equipment onboard ships. Presently, breakdown and preventive methodologies …

Haina Storage: A Decentralized Secure Storage Framework Based on Improved Blockchain Structure

Z Zhou, C Wang, X Deng, J Lu, Q Wen… - arXiv preprint arXiv …, 2024 - arxiv.org
Although the decentralized storage technology based on the blockchain can effectively
realize secure data storage on cloud services. However, there are still some problems in the …

Fault detection method of new energy vehicle engine based on wavelet transform and support vector machine

G Yuan, Y Yang - International Journal of Knowledge-based and … - content.iospress.com
In order to solve the problem that existing methods are affected by fundamental frequency
and harmonic frequency oscillation of new energy vehicle engine, a new energy vehicle …