Model-based and data-driven state of charge estimation of Li-ion battery
Accurate state of charge (SOC) estimation is essential for optimizing the performance and improving the reliability of battery energy storage systems (BESS). This dissertation focuses on comparing three distinct algorithms: Extended Kalman Filter (EKF), Particle Filter (PF), and Long Short-Term Memo...
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| Format: | Thesis-Master by Coursework |
| Language: | English |
| Published: |
Nanyang Technological University
2024
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| Online Access: | https://hdl.handle.net/10356/181141 |
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| Institution: | Nanyang Technological University |
| Language: | English |