3 papers
eess.SY2025
Equivalent-Circuit Thermal Model for Batteries with One-Shot Parameter Identification
Myisha A. Chowdhury, Qiugang Lu
Accurate state of temperature (SOT) estimation for batteries is crucial for regulating their temperature within a desired range to ensure safe operation and optimal performance. Th…
eess.SY2025
Lithium-ion Battery Capacity Prediction via Conditional Recurrent Generative Adversarial Network-based Time-Series Regeneration
Myisha A. Chowdhury, Gift Modekwe, Qiugang Lu
Accurate capacity prediction is essential for the safe and reliable operation of batteries by anticipating potential failures beforehand. The performance of state-of-the-art capaci…
eess.SY2022
A Novel Entropy-Maximizing TD3-based Reinforcement Learning for Automatic PID Tuning
Myisha A. Chowdhury, Qiugang Lu
Proportional-integral-derivative (PID) controllers have been widely used in the process industry. However, the satisfactory control performance of a PID controller depends strongly…