杨彦利
性别：男
职称：教授
导师类型：硕导、硕导
Email：yyl070805@163.com
专业：信息与通信工程
研究方向一：智能计算
研究方向二：智能信号处理
研究方向三：机器学习
学习经历:
2007/09－2010/07，北京理工大学，机电学院，获博士学位
工作经历:
2012/06－至今，天津工业大学，电子与信息工程学院通信工程系
讲授主要课程：
信息论基础，控制理论
代表性论文著作:
第一作者发表论文43篇，其中SCI、EI收录35篇。
[1] Calculation of battery pack capacity for on-road electric vehicles under abnormal charging interference. Nondestructive Testing and Evaluation, 2026.
[2] Multivariate charging curve prediction of electric vehicle battery pack via multi-scale features promoted Mamba-Transformer expert. Signal Image and Video Processing, 2025.
[3] A brain-inspired projection contrastive learning network for instantaneous learning. Engineering Applications of Artificial Intelligence, 2025.
[4] End-to-End State-of-Health Prediction of Lithium-Ion Battery via Vision Transformer Enhanced by a Hybrid Scale Information Fusion Network. Journal of The Electrochemical Society, 2025.
[5] Capacity degradation prediction of on-road vehicle battery packs by combining Kolmogorov-Arnold with squeeze-and-excitation. Measurement Science andTechnology, 2025.
[6] Transformer assisted by DSC and BiLSTM for bearing faultpattern recognition under strong noise interference. Nondestructive Testing and Evaluation, 2025.
[7] Rapid learning of bearing signal pattern using CfCs promoted by a self-attention mechanism. Measurement Science andTechnology, 2024.
[8] Recognition of bird nests on transmission lines based on YOLOv5 and DETR using small samples. Energy Reports, 2023.
[9] Quantitative analysis on generalization ability of deep feedforward neural network. Journal of Intelligent and Fuzzy System, 2021.
[10] Modulated signal detection method for fault diagnosis. IET Science Measurement and Technology, 2020.
主持科研项目:
主持完成国家自然科学基金项目1项、天津市项目3项；
获奖情况:
2021获天津市工程专业学位优秀指导教师。
2019年入选天津市高校“中青年骨干创新人才”。
