岳美玲
博士 、讲师 、讲师
基本信息
| 办公电话：15214377896 | 电子邮件： yueml@bjtu.edu.cn |
| 通讯地址：北京市海淀区西直门外上园村3号 | 邮编：100044 |
教育背景
2014.9 - 2016.7 法国 南特大学（UN） 工学硕士
2016.10 - 2019.10 法国 勃艮第弗朗什孔泰大学（UBFC） 工学博士
工作经历
2019.12 - 2020.10 法国 勃艮第弗朗什孔泰大学（UBFC）、法国科研中心燃料电池实验室（FCLAB）、FEMTO-ST实验室 博士后研究员
2020.10 - 2020.12 法国 弗朗什孔泰大学（UFC）UFR STGI学院 讲师
2020.12 - 2021.8 法国 勃艮第弗朗什孔泰大学（UBFC）、法国科研中心燃料电池实验室（FCLAB）、FEMTO-ST实验室 博士后研究员
研究方向
- 先进动力与新能源汽车
- 清洁能源与储能工程
招生专业
- 动力工程及工程热物理硕士
- 能源动力硕士
科研项目
- 其它（科技处）: 青年人才托举工程项目, 2024-2026
- 红果园省部级"企事业"（新）: HAN催化分解及与煤油点火机理研究, 2025-2026
- 红果园省部级"企事业"（新）: 氧化剂理论计算, 2025-2026
- 国家自然科学基金"青年基金": 复杂车载工况下基于多尺度参数关联性建模的车用燃料电池寿命预测研究, 2025-2027
- 基础研究项目: 基于多源退化信息的车用燃料电池健康状态估计与寿命预测方法研究, 2024-2026
- 国家重点研发计划-任务: 燃料电池热电联供系统高效余热回收系统架构设计优化及仿真平台开发, 2023-2026
- 自然科学横向项目: 车用燃料电池多物理域建模与优化控制方法研究, 2023-2026
- 教育部“其他”: 车载燃料电池混合动力系统智能诊断与健康管理方法研究, 2023-2025
- 国家重点研发计划-任务: 燃料电池电堆多场耦合模型建立与优化控制策略研究, 2022-2025
- 其他部市(2020.10起仅限省部级科技计划\基金\专项): 覆盖复杂工况的燃料电池电堆寿命预测方法研究, 2022-2024
- 国家重点研发计划-任务: 车载氢系统安全风险评估技术研究, 2021-2024
- 自然科学类人才基金项目: 车载燃料电池老化建模与寿命预测方法研究, 2022-2024
教学工作
本科生课程：
数字硬件
汽车及发动机专业方向生产实习
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招收学术型及专业型硕士研究生，欢迎对新能源动力、氢能及燃料电池系统方向感兴趣的同学报考！
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指导研究生及本科生情况如下：
研究生：
2025年招收硕士研究生3名。
2024 王XX 质子交换膜燃料电池余热回收系统控制策略研究
2024 商XX 锂电池电性能及安全性能联合评价方法研究
2024 司XX 复杂工况下车用质子交换膜燃料电池寿命预测研究
2023 李XX 燃料电池空气供给系统协同控制策略研究
本科生：
2025 燃料电池空气供应系统优化控制算法研究
2025 动态工况燃料电池寿命预测方法研究
2025 基于运算放大器的磁传感器设计及其在循迹小车中的应用研究
2025 基于三极管的磁传感器设计及其在循迹小车中的应用研究
2025 基于声学信号的空压机智能故障诊断算法设计
2024 面向控制的质子交换膜燃料电池建模分析
2024 基于机器学习的燃料电池寿命预测方法研究
2024 锂电池荷电状态与健康状态联合估计方法研究
2023 锂离子电池内短路微小故障诊断方法研究
2023 基于观测器的锂离子动力电池状态参数估计方法研究
2023 增程式燃料电池混合电动汽车建模仿真与能量管理
论文/期刊
- 曾升,岳美玲,李昕彤.基于扩展状态观测的燃料电池空气供应系统容错控制研究.汽车工程,2025,11(47)
- 岳美玲,司潇涵,Meng,Wang.Predicting fuel cell aging behavior under dynamic load through physics-informed machine learning for powertrain system health monitoring.Control Engineering Practice,2026,无(166)
- 龙天凤,张鹏程,刘晓祺,商华清,岳美玲,沈雪松,Meng.Improved SOH Prediction of Lithium-Ion Batteries Based on Multi-Dimensional Feature Analysis and Transformer Framework.IEEE Open Journal of Vehicular Technology,2025,无(6)
- Meng,Guo,Zhang,Lin,岳美玲.A robust adaptive control strategy for oxygen excess ratio regulation in fuel cell systems with reduced control effort.ISA Transactions,2025,无(167)
- 孙楠楠,李昕彤,郗富强,沈雪松,成效先,柳海涛,张静,孟建文,岳美玲.Strategic Energy Management in Fuel Cell Electric Vehicles: A Prognostic Perspective on Dual Energy Source Degradation.Fuel cells,2024,2024(e202300182)
- 李从心,岳美玲,李昕彤,熊庆辉,刘孝艳.基于条件神经网络的质子交换膜燃料电池的老化性能预测.储能科学与技术,2024,9(13)
- Meng,Guo,岳美玲,Diallo.A Lyapunov-based adaptive control strategy with fault-tolerant objectives for proton exchange membrane fuel cell air supply systems.Applied Energy,2024,2024(376)
- Meng,Guo,岳美玲,Diallo.Comparative study of maximum power point tracking control for PV arrays system integration process.Control Engineering Practice,2024,2024(147)
- 岳美玲,张欣,滕腾,Meng,Pahon.Recursive performance prediction of automotive fuel cell based on conditional time series forecasting with convolutional neural network.International Journal of Hydrogen Energy,2024,2024(56)
- 岳美玲,张欣,滕腾,Meng.Trend‐focused dynamic degradation prediction based on echo state networks in automotive fuel cells.Energy Science & Engineering,2024,无(2024)
- 薛奇成,张欣,滕腾,岳美玲.Dynamic coordinated control strategy of power on gear shifting for novel dual motor electric vehicle.Sustainable Energy Technologies and Assessments,2023,None(55)
- 岳美玲,Jemei,Zerhouni,Gouriveau.Proton exchange membrane fuel cell system prognostics and decision-making: Current status and perspectives.Renewable Energy,2021,无(179)
- 岳美玲,Lambert,Pahon,Roche,Jemei,Hissel.Hydrogen energy systems: A critical review of technologies, applications, trends and challenges.Renewable and Sustainable Energy Reviews,2021,无(146)
- 岳美玲,Zhongliang,Roche,Jemei,Zerhouni.Degradation identification and prognostics of proton exchange membrane fuel cell under dynamic load.Control Engineering Practice,2022,无(118)
- 岳美玲,Masry,Jemei,Zerhouni.An online prognostics-based health management strategy for fuel cell hybrid electric vehicles.International Journal of Hydrogen Energy,2021,24(46)
- 岳美玲,Benaggoune,Meng,Diallo.Implementation of an early-stage fuel cell degradation prediction digital twin based on transfer learning.IEEE Transactions on Transportation Electrification,2023,2(9)
- Meng,岳美玲,Diallo.A Degradation Empirical-Model-Free Battery End-Of-Life Prediction Framework Based on Gaussian Process Regression and Kalman Filter.IEEE Transactions on Transportation Electrification,2023,0(0)
- Meng,Azib,岳美玲.Early-Stage end-of-Life prediction of lithium-Ion battery using empirical mode decomposition and particle filter.Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy,2023,0(0)
- Meng,岳美玲,Diallo.Nonlinear Extension of Battery Constrained Predictive Charging Control with Transmission of Jacobian Matrix.International Journal of Electrical Power and Energy Systems,2022,2023(146)
- 岳美玲,Benaggoune,Meng,Azib,Zhu.Data-driven fuel cell performance prediction by transfer learning and dynamic time warping.Energy Reports,2022,2022(8)
- Benaggoune,岳美玲,Jemei,Zerhouni.A data-driven method for multi-step-ahead prediction and long-term prognostics of proton exchange membrane fuel cell.Applied Energy,2022,2022(313)
- Meng,Guo,Zhang,Lin,岳美玲.Oxygen Excess Ratio Regulation in PEMFC Air Supply Systems with Reduced Control Effort.2025 European Control Conference (ECC),2025
- 刘晓辉,李昕彤,王晓菲,台述鹏,侯伟,张亚冉,岳美玲.A Multi-Physics Control Model for Automotive Proton Exchange Membrane Fuel Cells.2024 International Conference on Control, Automation and Diagnosis (ICCAD),2024
- Meng,岳美玲,Diallo.Oxygen Excess Ratio Regulation for PEMFC Air Supply Systems Using Unscented Kalman Filter and Full-State Feedback Control.2024 Prognostics and System Health Management Conference (PHM),2024
- Zhu,Ma,Zhao,岳美玲.Optimal Sizing for MH Tank and PEM Fuel Cell Coupled Hydrogen System Affected by An Active Thermal Management system.2022 IEEE Vehicle Power and Propulsion Conference (VPPC),2023
- Meng,岳美玲,Diallo.Battery Early End-Of-Life Prediction and Its Uncertainty Assessment with Empirical Mode Decomposition and Particle Filter.2022 Prognostics and Health Management Conference (PHM-2022 London),2022
- Benaggoune,岳美玲,Jemei,Zerhouni.A Knowledge Transfer Approach for Online PEMFC Degradation prediction with Uncertainty Quantification.2022 12th International Conference on Power, Energy and Electrical Engineering (CPEEE),2022