- 教育背景与工作经历
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2022年于吉林大学获得博士学位
2022年-至今 石家庄铁道大学 讲师 - 研究领域
- 新能源汽车动力电池;深度学习网络;健康管理及寿命预测;故障诊断
- 学术成果
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[1] Ma Y, Li X, Li G, Hu Y, Bai Q. SOC Oriented Electrochemical-thermal Coupled Modeling for Lithium-ion Battery. IEEE Access, 2019, 7: 156136-156149.
[2] Li X, Ma Y, Zhu J. An Online Dual Filters RUL Prediction Method of Lithium-ion Battery Based on Unscented Particle Filter and Least Squares Support Vector Machine. Measurement, 2021, 184: 109935.
[3] Li X, Ma Y. Remaining Useful Life Prediction for Lithium-ion Battery Using Dynamic Fractional Brownian Motion Degradation Model with Long-term Dependence. Journal of power electronics, 2022, 22: 2069-2080.
[4] Li X, Ma Y. A Method for Simplified Modeling and Capacity, State of Charge, Current Distribution Analysis Based on Arbitrary Topology Connection Battery Pack. Journal of energy storage, 2022, 57: 106206.
[5] Ma Y, Zhu J, Li X, Chen H. State of charge and state of health estimation based on dual nonlinear adaptive observer and hysteresis model of lithium-ion battery. Journal of Renewable and Sustainable Energy, 2021, 13(4): 044702. 。 - 科研项目
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[1] 2018.01-2019.12 吉林省省级产业创新专项资金项目：动力电池热管理系统的关键控制技术研究
[2] 2019.01-2020.12 国家自然科学基金：电动化汽车的电池能量控制方法和均衡技术研究