Lv21
110 积分 2026-05-13 加入
Multi-feature fusion and timesnet-transformer-LSTM for multi-step lithium-ion battery state-of-health prediction
6小时前
待确认
State of health estimation based on the TimesNet model for real-world electric vehicle batteries
6小时前
待确认
Data-augmented SOH estimation for lithium-ion batteries under small-sample conditions: A hybrid STL-transformer-TimesNet approach
10小时前
已完结
A lithium-ion battery state-of-health prediction model based on physical information constraints and multimodal feature fusion
1个月前
已完结
A method for estimating the state of health of lithium-ion batteries based on physics-informed neural network
1个月前
已完结
A data-driven framework for lithium-ion battery RUL using LSTM and XGBoost with feature selection via Binary Firefly Algorithm
2个月前
已完结
Transformer-based framework for configuration-agnostic Li-ion battery SoH estimation by exploring novel health indicators
2个月前
已完结
Physics-informed machine learning for accurate SOH estimation of lithium-ion batteries considering various temperatures and operating conditions
2个月前
已完结
Gradient-enhanced physics-informed long short-term memory networks for stable and accurate prediction of the RUL of electronic components
2个月前
已完结
A physics-informed deep learning framework for remaining useful life prediction of lithium-ion batteries with feature subset construction
2个月前
已完结
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