Coverage optimization in wireless sensor network based on multi-strategy dung beetle optimization algorithm DOI

Zhilan Chen,

Jiatang Cheng,

Ming He

et al.

Evolutionary Intelligence, Journal Year: 2025, Volume and Issue: 18(3)

Published: May 14, 2025

Language: Английский

State of Health Estimation of Lithium-Ion Batteries Based on Feature Optimization and Data-Driven Models DOI

G. G. Mu,

Qingguo Wei,

Yonghong Xu

et al.

Energy, Journal Year: 2025, Volume and Issue: unknown, P. 134578 - 134578

Published: Jan. 1, 2025

Language: Английский

Citations

3
Lithium-Ion Battery State of Health Estimation Based on Feature Reconstruction and Transformer-GRU Parallel Architecture DOI Creative Commons
Bing Chen, Yongjun Zhang, Jinsong Wu

et al.

Energies, Journal Year: 2025, Volume and Issue: 18(5), P. 1236 - 1236

Published: March 3, 2025

Estimating the state of health lithium-ion batteries in energy storage systems is a key step their subsequent safety monitoring and optimization management. This study proposes method for estimating based on feature reconstruction Transformer-GRU parallel architecture to solve problems noisy data poor applicability single model different types operating conditions batteries. First, incremental capacity curve was constructed charging data, smoothed using Gaussian filtering, diverse features were extracted combination with voltage curve. Then, this used CEEMDAN algorithm reconstruct IC features, which reduces due process collection processing. Lastly, cross-attention mechanism fuse Transformer GRU neural networks, improve its ability mine time-dependent global estimation. conducted experiments three datasets from Oxford, CALCE, NASA. The results show that RMSE estimation by proposed 0.0071, an improvement 61.41% accuracy baseline model.

Language: Английский

Citations

1
Capacity Estimation for Lithium-ion Batteries Based on Heterogeneous Stacking Model with Feature Fusion. DOI

G. G. Mu,

Qingguo Wei,

Yonghong Xu

et al.

Energy, Journal Year: 2024, Volume and Issue: unknown, P. 133881 - 133881

Published: Nov. 1, 2024

Language: Английский

Citations

4
Curve Fitting DOI
Erik Cuevas, Julio C. Rosas‐Caro, Avelina Alejo Reyes

et al.

Synthesis lectures on engineering, science, and technology, Journal Year: 2025, Volume and Issue: unknown, P. 67 - 86

Published: Jan. 1, 2025

Citations

0
Improved particle swarm optimization-adaptive dual extended Kalman filtering for accurate battery state of charge and state of energy joint estimation with efficient core factor feedback correction DOI
Shunli Wang, Yue Wu,

Heng Zhou

et al.

Energy, Journal Year: 2025, Volume and Issue: unknown, P. 135686 - 135686

Published: March 1, 2025

Language: Английский

Citations

0
A novel modelling method for rolling force prediction based on deep stochastic configuration networks fused with physical knowledge DOI

LingMing Meng,

Jingguo Ding,

Zishuo Dong

et al.

Information Sciences, Journal Year: 2025, Volume and Issue: unknown, P. 122097 - 122097

Published: March 1, 2025

Language: Английский

Citations

0
State of health estimation of lithium-ion batteries based on the Kepler optimization algorithm-multilayer-convolutional neural network DOI
Muyao Wu,

Xi Zhang,

Zhongchun Wang

et al.

Journal of Energy Storage, Journal Year: 2025, Volume and Issue: 122, P. 116644 - 116644

Published: April 15, 2025

Language: Английский

Citations

0
Deep learning framework incorporating simultaneous optimization and training for concurrent estimation and prediction of battery state of health DOI
Xin Sun, Yanan Wang,

Zhijie Cheng

et al.

Journal of Power Sources, Journal Year: 2025, Volume and Issue: 644, P. 237027 - 237027

Published: April 27, 2025

Language: Английский

Citations

0
Coverage optimization in wireless sensor network based on multi-strategy dung beetle optimization algorithm DOI

Zhilan Chen,

Jiatang Cheng,

Ming He

et al.

Evolutionary Intelligence, Journal Year: 2025, Volume and Issue: 18(3)

Published: May 14, 2025

Language: Английский

Citations

0