A hybrid battery degradation model combining arrhenius equation and neural network for capacity prediction under time-varying operating conditions

Z Chen, Z Wang, W Wu, T Xia, E Pan - Reliability Engineering & System …, 2024 - Elsevier
Capacity degradation modeling and remaining useful life (RUL) prediction play a pivotal role
in enhancing the safety of battery energy storage systems. Lithium-ion batteries utilized in …

Profit maximization of a wind-integrated deregulated system using V2G techniques and TCSC placement

S Dawn, A Ramakrishna, M Ramesh… - Frontiers in Energy …, 2024 - frontiersin.org
Profit maximization is crucial for both producers and customers in power grids, particularly in
deregulated energy markets. By focusing on profit maximization measures, power grids can …

A Hyperparameter-tuned LSTM Technique-based Battery Remaining Useful Life Estimation Considering Incremental Capacity Curves

KD Rao, A Ramakrishna, M Ramesh, P Koushik… - IEEE …, 2024 - ieeexplore.ieee.org
In recent years, battery degradation has become a critical concern in various industries,
including electric vehicles, renewable energy systems, and portable electronics. To address …