Yunhong Che - Publications, H-index & Citations

Yunhong Che

massachusetts institute of technology

26H指数

82论文数

3.5K被引数

收录论文 51

发表时间

2D thermal imaging of large-format batteries using distributed optical fiber sensing and physics-informed neural networks 利用分布式光纤传感和物理信息神经网络对大尺寸电池进行二维热成像

Nano Energy

IF17.1

2026-08-01

PREAI

Zhang, Xiaoqiang; Shang, Yunlong; Zhu, Yuhao; Li, Xiangjun; Che, Yunhong

Condition-Aware Progressive Knowledge Distillation: Lightweight and Accurate Prediction of Lithium-Ion Battery Remaining Useful Life 条件感知渐进式知识蒸馏：轻量化且准确的锂离子电池剩余使用寿命预测

IEEE Transactions on Transportation Electrification

IF8.3

2026-06-04

PREAI

Penghua Li; Ao Chen; Yunhong Che; Yangming Zhang; Jingjing Zhou; Xinmin Zhang; Guodong Wang; Xiaosong Hu; Schahram Dustdar

Conditional variational learning for collaborative wind turbine diagnostics and out-of-distribution detection 条件变分学习用于协同风力涡轮机诊断和分布外检测

Advanced Engineering Informatics

IF9.9

2026-06-01

PREAI

Wang, Zhe; Che, Yunhong; Li, Tianfu; Yan, Hong; Xie, Min

Mechanistically guided residual learning for battery state monitoring throughout life 基于机理的电池全生命周期状态监测残差学习

Nature Communications

IF15.7

2026-01-15

OAAI

Yunhong Che; Yusheng Zheng; Jinwook Rhyu; Jia Guo; Shimin Wang; Remus Teodorescu; Richard D. Braatz

Unlocking rapid and scalable battery diagnostics through active perturbations 通过主动扰动解锁快速且可扩展的电池诊断

Nature Reviews Electrical Engineering

IF0

2026-01-01

PREAI

Zheng, Yusheng; Che, Yunhong; Tao, Shengyu; Hu, Xiaosong; Teodorescu, Remus

IC2ML: Unified battery state-of-health, degradation trajectory and remaining useful life prediction via intra-cycle and inter-cycle enhanced machine learning IC2ML：通过周期内和周期间增强机器学习统一预测电池健康状态、退化轨迹和剩余使用寿命

Journal of Power Sources

IF7.9

2025-12-30

OAAI

Xinghao Huang; Chen Liang; Shengyu Tao; Yunhong Che; Ningyu Bian; Jiale Zhang; Runhua Wang; Yuqi Zhang; Bizhong Xia; Xuan Zhang

A survey of transformer networks for time series forecasting 时间序列预测的Transformer网络综述

Computer Science Review

IF12.7

2025-12-19

OAAI

Jingyuan Zhao; Fulin Chu; Lili Xie; Yunhong Che; Yuyan Wu; Andrew F. Burke

Health evaluation for in-service electric vehicle battery pack with recursive Gaussian process 在役电动汽车电池组的递归高斯过程健康评估

Energy

IF9.4

2025-11-19

OAAI

Hongao Liu; Yusheng Zheng; Yunhong Che; Jinwen Li; Yongjun Pan; Xiaosong Hu

Towards artificial intelligence-enabled autonomous battery prognostics and management 面向人工智能赋能的自主电池预测与健康管理系统

Journal of Energy Chemistry

IF14.9

2025-10-15

PREAI

Dapai Shi; Misheng Cai; Yunhong Che; Lili Xie; Jingyuan Zhao

Data-Secure and Privacy-Protected Electric Vehicle Battery Fault Detection Using Decentralized Federated Learning with Differential Privacy 数据安全与隐私保护型电动汽车电池故障检测：基于差分隐私的去中心化联邦学习

Energy Storage Materials

IF20.2

2025-10-13

PREAI

Jinwen Li; Arash Khalatbarisoltani; Yunhong Che; Yalian Yang; Xiaosong Hu

Battery Fault Detection and Early Warning for Electric Vehicles: A Deep Learning-Powered End-to-End Solution 电动汽车电池故障检测与早期预警：一种基于深度学习的端到端解决方案

IEEE Transactions on Transportation Electrification

IF8.3

2025-09-04

PREAI

Jinwen Li; Yunhong Che; Yusheng Zheng; Kai Zhang; Xiaosong Hu

Rapid battery pack state of health estimation for electric vehicles considering polarization features in multi-stage charging 考虑多阶段充电中极化特征的高速电动汽车电池组健康状态估计

Energy

IF9.4

2025-08-19

OAAI

Jia Liu; Chang Li; Hongao Liu; Yunhong Che; Jinwen Li; Yang Xie; Ranglei Wu; Yalian Yang; Xiaosong Hu

Degradation mechanisms of LiNi0.5Mn0.3Co0.2O2/graphite battery in real-life driving scenarios LiNi0.5Mn0.3Co0.2O2/石墨电池在实际驾驶场景中的降解机理

Energy Storage Materials

IF20.2

2025-07-01

OAAI

Jia Guo; Yaolin Xu; Yanchen Liu; Pengwei Li; Yunhong Che; Yaqi Li; Kjeld Pedersen; Götz Schuck; Peter Kjær Kristensen; Volodymyr Baran; Yanan Sun; Philipp Adelhelm; Daniel-Ioan Stroe

Diagnostic-free onboard battery health assessment 无需诊断的板载电池健康评估

Joule

IF35.4

2025-06-30

PREAI

Yunhong Che; Vivek N. Lam; Jinwook Rhyu; Joachim Schaeffer; Minsu Kim; Martin Z. Bazant; William C. Chueh; Richard D. Braatz

Optimal battery charging of electric flying cars considering quantified safety and economic costs 考虑量化安全和经济成本的电动飞行汽车最佳电池充电

ENERGY CONVERSION AND MANAGEMENT

IF10.9

2025-03-01

OAAI

Liu, Wenxue; Che, Yunhong; Zheng, Yusheng; Khalatbarisoltani, Arash; Zhang, Kai; Li, Jiacheng; Hu, Xiaosong

Enhanced SOC Estimation for LFP Batteries: A Synergistic Approach Using Coulomb Counting Reset, Machine Learning, and Relaxation 磷酸铁锂电池SOC估计增强：一种协同方法，结合库仑计数重置、机器学习和弛豫技术

ACS ENERGY LETTERS

IF0

2025-01-13

PREAI

Che, YH; Xu, L; Teodorescu, R; Hu, XS; Onori, S

Online Sensorless Temperature Estimation of Lithium-Ion Batteries Through Electro-Thermal Coupling 基于电热耦合的锂离子电池无传感器温度在线估计

IEEE-ASME TRANSACTIONS ON MECHATRONICS

IF7.3

2024-12-01

PREAI

Zheng, Yusheng; Che, Yunhong; Hu, Xiaosong; Sui, Xin; Teodorescu, Remus

Efficient battery fault monitoring in electric vehicles: Advancing from detection to quantification 电动汽车高效电池故障监测: 从检测到量化

ENERGY

IF9.4

2024-12-01

PREAI

Li, Jinwen; Che, Yunhong; Zhang, Kai; Liu, Hongao; Zhuang, Yi; Liu, Congzhi; Hu, Xiaosong

Health Prediction for Lithium-Ion Batteries Under Unseen Working Conditions 不可见工况下锂离子电池的健康预测

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2024-11-01

PREAI

Che, Yunhong; Forest, Florent; Zheng, Yusheng; Xu, Le; Teodorescu, Remus

A comprehensive review of hybrid battery state of charge estimation: Exploring physics-aware AI-based approaches 混合电池荷电状态估计的全面回顾: 探索基于物理感知的AI方法

JOURNAL OF ENERGY STORAGE

IF9.8

2024-10-01

PREAI

Sorouri, Hoda; Oshnoei, Arman; Che, Yunhong; Teodorescu, Remus

研究方向