Recent Progress of Deep Learning Methods for Health Monitoring of Lithium-Ion Batteries

SS Madani, C Ziebert, P Vahdatkhah, SK Sadrnezhaad - Batteries, 2024 - mdpi.com
In recent years, the rapid evolution of transportation electrification has been propelled by the
widespread adoption of lithium-ion batteries (LIBs) as the primary energy storage solution …

Remaining useful life prediction of lithium battery based on ACNN-Mogrifier LSTM-MMD

Z Li, A Li, F Bai, H Zuo, Y Zhang - Measurement Science and …, 2023 - iopscience.iop.org
Predicting the remaining useful life (RUL) of lithium batteries is crucial for predicting battery
failure and health management. Accurately estimating the RUL allows for timely …

A State-of-Health Estimation Method for Lithium Batteries Based on Fennec Fox Optimization Algorithm–Mixed Extreme Learning Machine

C Sun, W Qin, Z Yun - Batteries, 2024 - mdpi.com
A reliable and accurate estimation of the state-of-health (SOH) of lithium batteries is critical
to safely operating electric vehicles and other equipment. This paper proposes a state-of …

Photovoltaic MPPT control and improvement strategies considering environmental factors: based on PID-type sliding mode control and improved grey wolf …

L Liu - Measurement and Control, 2024 - journals.sagepub.com
Given the importance of promoting a greener and more sustainable future, it is crucial to
promptly tackle and improve the issues surrounding carbon emissions and inefficiency …

Design of Hybrid Energy Aware Cluster Based Multipath Routing Protocol in IoT Assisted Wireless Sensor Networks

PN Khairnar, SN Sangeethaa, AS Rao… - 2023 7th …, 2023 - ieeexplore.ieee.org
In the past decade, the Internet of Things (IoT) has gained a significant research attention
due to its ability to revolutionize the cyber and physical world. IoT makes physical items as …

Prediction of Remaining Useful Life of Mechanical Equipment: A Review

G Bao, R Zhau, R Xu, Y Liu - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Remaining Useful Life (RUL) prediction of mechanical equipment is an application of
Prognostics and Health Management (PHM) technology in mechanical equipment, and is …

Vehicle-to-Vehicle Communication Channel Estimator Based on Gate Recurrent Unit

JH Wang, H He, K Tamura, S Kojima… - 2024 International …, 2024 - ieeexplore.ieee.org
With the development of autonomous vehicle operation, vehicle-to-vehicle (V2V)
communication plays an increasingly important role. However, in high-speed mobile …