更新（News）

2026 March. 黄清月同学（研二）在模式识别顶级期刊Pattern Recognition发表论文“Source-free Foundation Model-enabled Transferable State of Health Estimation for Lithium-ion Batteries with Intelligent Adapter Mapping ”

2026 March. 尹杉同学（研三）在过程控制著名期刊Journal of Process Control发表论文“False Data Injection Attacks Against UAV Battery State of Health Estimation with A Capacity-informed Latent Diffusion Model ”

2026 Feb. 罗志庆同学（研二）在Green Energy and Intelligent Transportation（IF=16.4）发表论文“Slow–fast dynamics-assisted Koopman network for anomaly detection in non-stationary industrial processes with time-lagged variables ”

2026 Feb. 刘江同学（博二）在IEEE Internet of Things Journal发表论文Ensemble Domain Adaptation with Constructive Incremental Learning for Fault Diagnosis of UAV Actuators

2026 Jan. 刘江同学（博二）在IEEE Transactions on Industrial Informatics发表论文A Lightweight Transfer Learning-Based State-of-Health Monitoring With Application to Lithium-Ion Batteries in Autonomous Air Vehicles

2025 Nov. Our paper "Learning More With Less: A Generalizable, Self-Supervised Framework for Privacy-Preserving Capacity Estimation With EV Charging Data" has been accepted by IEEE Transactions on Industrial Informatics

2024 Aug. Our paper "BEM-ANN Receiver with Linear Complexity for Severe Doubly-Selective Fading Channels" has been accepted by IEEE Transactions on Vehicular Technology.

2024 Aug. Our paper "Graph Neural Network-based Lithium-ion Battery State of Health Estimation using Partial Discharging Curve" has been accepted by Journal of Energy Storage.

2023 Dec. Our paper "A Change Point Detection Integrated Remaining Useful Life Estimation Model under Variable Operating Conditions" has been accepted by Control Engineering Practice

2023 Dec. Our paper "Data‐driven parallel Koopman subsystem modeling and distributed moving horizon state estimation for large‐scale nonlinear processes" has been accepted by AIChE Journal

2023 Dec. Our paper "Limitation of Reactance Perturbation Strategy Against False Data Injection Attacks on IoT-based Smart Grid" has been accepted by IEEE Internet of Things Journal

2023. April 我们的论文A Federated Learning-based Industrial Health Prognostics for Heterogeneous Edge Devices using Matched Feature Extraction被IEEE TASE 接收, DOI:10.1109/TASE.2023.3274648