Optimizing Battery RUL Prediction of Lithium-Ion Batteries Based on Harris Hawk Optimization Approach Using Random Forest and LightGBM
Predictive Maintenance (PdM) of lithium-ion batteries has garnered significant attention in recent years due to their widespread application as energy supplies in various industrial equipment, including automated guided vehicles and battery Electric Vehicles (EVs). Accurately estimating these batter...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2023-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10216301/ |