Applications of artificial neural network based battery management systems: A literature review
Lithium-ion batteries have gained significant prominence in various industries due to their
high energy density compared to other battery technologies. This has led to their …
high energy density compared to other battery technologies. This has led to their …
State-of-the-art technologies in fault diagnosis of electric vehicles: A component-based review
A Choudhary, S Fatima… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Electric vehicle (EV) is crucial for future transportation which will improve fuel economy and
contributes toward the reduction of emissions. EVs are becoming an increasingly integrated …
contributes toward the reduction of emissions. EVs are becoming an increasingly integrated …
Particle swarm optimization of Elman neural network applied to battery state of charge and state of health estimation
Lithium-ion batteries have emerged as an energy storage solution for electrified vehicles. A
Battery Management System (BMS) is critical for efficient and reliable system operation, in …
Battery Management System (BMS) is critical for efficient and reliable system operation, in …
Joint State of Charge (SOC) and State of Health (SOH) estimation for lithium-ion batteries packs of electric vehicles based on NSSR-LSTM neural network
Lithium-ion batteries (LIBs) are widely used in electrical vehicles (EVs), but safety issues
with LIBs still occur frequently. State of charge (SOC) and state of health (SOH) are two …
with LIBs still occur frequently. State of charge (SOC) and state of health (SOH) are two …
SOC Estimation of Lithium‐Ion Battery for Electric Vehicle Based on Deep Multilayer Perceptron
X Li, H Jiang, S Guo, J Xu, M Li, X Liu… - Computational …, 2022 - Wiley Online Library
The state of charge (SOC) is one of the main indexes of the lithium‐ion battery, which affects
the practice range of new energy vehicles and the safety of the battery. Nevertheless, the …
the practice range of new energy vehicles and the safety of the battery. Nevertheless, the …
[HTML][HTML] Remaining Life Prediction of Automatic Fare Collection Systems from the Perspective of Sustainable Development: A Sparse and Weak Feature Fault Data …
J Xiong, Y Sun, Z Xu, Y Wan, G Yu - Sustainability, 2024 - mdpi.com
The most effective way to solve urban traffic congestion in mega cities is to develop rail
transit, which is also an important strategy for sustainable urban development. Improving the …
transit, which is also an important strategy for sustainable urban development. Improving the …
Direct Comparison Using Coulomb Counting and Open Circuit Voltage Method for the State of Health Li-Po Battery
LK Amifia - Journal of Robotics and Control (JRC), 2022 - journal.umy.ac.id
Electric cars have undergone many developments in the current digital era. This is to avoid
the use of increasingly scarce fuel. Recent studies on electric cars show that battery …
the use of increasingly scarce fuel. Recent studies on electric cars show that battery …
State-of-Charge, State-of-Health and State-of-Power Estimation for Traction Batteries
S Sabatino, V Calderaro, V Galdi… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Nowadays, Lithium-ion batteries (Li-Ion) are employed in many high-power applications
such as energy storage systems and electric vehicles. Therefore, to ensure they safe …
such as energy storage systems and electric vehicles. Therefore, to ensure they safe …
Lithium battery SOH estimation method based on combination of transfer learning and GRU neural network
M Yimin, Y Zihao, Y Peng, F Wenjian… - Acta Energiae Solaris …, 2024 - tynxb.org.cn
In order to solve the problems of difficulty in estimating the remaining service life of cells,
complex testing process and high energy consumption in the cascade utilization of retired …
complex testing process and high energy consumption in the cascade utilization of retired …
Long-Short-term Memory Neural Network to Predict State of Charge (SOC)
RC Mala, S Suvarna - … Asia Pacific Conference on Innovation in …, 2024 - ieeexplore.ieee.org
The energy market trend is shifting from petroleum and coal-based fuels to cleaner fuels
such as Hydrogen and renewable energy sources. The rise of electric vehicle technology …
such as Hydrogen and renewable energy sources. The rise of electric vehicle technology …