Search Results for author: Weiran Jiang

Found 2 papers, 0 papers with code

Bias-Compensated State of Charge and State of Health Joint Estimation for Lithium Iron Phosphate Batteries

no code implementations16 Jan 2024 Baozhao Yi, Xinhao Du, Jiawei Zhang, Xiaogang Wu, Qiuhao Hu, Weiran Jiang, Xiaosong Hu, Ziyou Song

Besides, the voltage measurement biases estimated in the low-slope SOC regions are compensated in the following joint estimation of SOC and SOH to enhance the state estimation accuracy further.

Driving behavior-guided battery health monitoring for electric vehicles using machine learning

no code implementations25 Sep 2023 Nanhua Jiang, Jiawei Zhang, Weiran Jiang, Yao Ren, Jing Lin, Edwin Khoo, Ziyou Song

To address these issues, we proposed a feature-based machine learning pipeline for reliable battery health monitoring, enabled by evaluating the acquisition probability of features under real-world driving conditions.

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