Concepedia

An improved convolutional neural network-bidirectional gated recurrent unit algorithm for robust state of charge and state of energy estimation of new energy vehicles of lithium-ion batteries

Fan Wu, Shunli Wang, Donglei Liu, Wen Cao, Carlos Fernández, Qi Huang

Journal of Energy Storage · 2024 · 52 citations · 39 references

DOIFull text

Open access

Concepts

References

39

Generative adversarial networks

Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza et al. · Communications of the ACM · 2020 · 13.6K citations · Full text

, , +10

State of Charge and State of Energy Estimation for Lithium-Ion Batteries Based on a Long Short-Term Memory Neural Network

Liang Ma, Chao Hu, Fangjuan Cheng · Journal of Energy Storage · 2021 · 291 citations

, , +16

Stacked bidirectional long short-term memory networks for state-of-charge estimation of lithium-ion batteries

Chong Bian, Huoliang He, Shunkun Yang · Energy · 2019 · 273 citations

, , +14

Combined State of Charge and State of Energy Estimation of Lithium-Ion Battery Using Dual Forgetting Factor-Based Adaptive Extended Kalman Filter for Electric Vehicle Applications

Prashant Shrivastava, Mohd Yamani Idna Idris, Saad Mekhilef et al. · IEEE Transactions on Vehicular Technology · 2021 · 269 citations

, , +17

Improved singular filtering-Gaussian process regression-long short-term memory model for whole-life-cycle remaining capacity estimation of lithium-ion batteries adaptive to fast aging and multi-current variations

Shunli Wang, Fan Wu, Paul Takyi‐Aninakwa et al. · Energy · 2023 · 265 citations · Full text

, , +15