Jingli Yang - Publications, H-index & Citations

Jingli Yang

Harbin Institute of Technology

24H指数

122论文数

1.7K被引数

收录论文 44

发表时间

Condition-aware cross-device diagnosis for wind turbines under multi-modal heterogeneity 多模态异构性下的风电机组条件感知跨设备诊断

Mechanical Systems and Signal Processing

IF8.9

2026-08-27

PREAI

Siyuan Liu; Chao Sun; Changdong Wang; Shuangyan Yin; Jingli Yang

A prompt-guided domain generalization network with post-hoc interpretability for mechanical fault diagnosis under unknown operating conditions 面向未知工况下机械故障诊断的带有后置解释性的提示引导域泛化网络

Measurement Science and Technology

IF3.4

2026-04-30

PREAI

Zedong Ju; Yinsheng Chen; Guangshun Liu; Yang Liu; Jingli Yang; Tianyu Gao

Causal Meta-Learning Framework: A Co-Evolutionary Approach to Disentanglement and Generalization for Fault Diagnosis of Rotating Machinery 因果元学习框架：一种用于旋转机械故障诊断的解耦与泛化协同进化方法

IEEE Transactions on Instrumentation and Measurement

IF5.9

2026-02-09

PREAI

Jingli Yang; Shuangyan Yin; Yongqi Chang; Ye Li

Rolling bearing fault diagnosis under limited data using conditional mask-enhanced VQGAN and convolutional-embedded vision Mamba

Measurement Science and Technology

IF3.4

2026-01-29

PREAI

Xinyi Chen; Yinsheng Chen; Zedong Ju; Yukang Qiang; Jingli Yang

Corrosion Detection of Gearbox Based on Wavelet Time-Frequency Attention Fusion Network 基于小波时频注意力融合网络的齿轮箱腐蚀检测

IEEE Transactions on Instrumentation and Measurement

IF5.9

2026-01-01

PREAI

Gao, Tianyu; Li, Yongjiang; Yang, Jingli; Chang, Yongqi; Fan, Xiaopeng; Zhang, Meiyan

Analog circuit test point selection method for fault diagnosis based on deep reinforcement learning 基于深度强化学习的模拟电路故障诊断测试点选择方法

Engineering Applications of Artificial Intelligence

IF8

2025-11-30

PREAI

Haochi Yang; Xiaodong Liu; Tianyu Gao; Jingli Yang

An active signal-noise decoupling network with superior noise generalisation for fault diagnosis of rotating machinery 一种具有卓越噪声泛化能力的主动信号-噪声解耦网络，用于旋转机械故障诊断

NONDESTRUCTIVE TESTING AND EVALUATION

IF4.2

2025-11-01

PREAI

Ju, Zedong; Chen, Yinsheng; Yang, Jingli; Gao, Tianyu

A joint collaborative adaptation network for fault diagnosis of rolling bearing under class imbalance and variable operating conditions 一种用于在类别不平衡和变工况条件下滚动轴承故障诊断的联合协作自适应网络

Advanced Engineering Informatics

IF9.9

2025-10-07

PREAI

Ye Li; Jingli Yang; Wenmin Wang; Tianyu Gao

A shapelet-driven distillation generation method for generalized zero-shot learning in compound fault diagnosis 一种面向复合故障诊断的广义零样本学习的形状子驱动的蒸馏生成方法

Neurocomputing

IF6.5

2025-08-07

PREAI

Shuangyan Yin; Jingli Yang; Yongqi Chang; Ye Li; Changdong Wang

A Spike-Driven Transformer Network for Edge Computing-Based Partial Discharge Monitoring Using Ultrahigh Frequency Pulse Signals 一种基于边缘计算的脉冲驱动Transformer网络，用于利用超高频脉冲信号进行局部放电监测

IEEE Transactions on Microwave Theory and Techniques

IF4.5

2025-07-18

PREAI

Changdong Wang; Jingli Yang; Yu’ang Li; Zhou Wang; Huamin Jie; Zhi Zheng; Zhenyu Zhao; Zhou Shu; Yongxin Guo

Addressing unknown faults diagnosis of transport ship propellers system based on adaptive evolutionary reconstruction metric network 基于自适应进化重构度量网络解决运输船舶螺旋桨系统未知故障诊断问题

ADVANCED ENGINEERING INFORMATICS

IF9.9

2025-05-01

PREAI

Wang, CD; Liu, XF; Yang, JL; Jie, HM; Gao, TY; Zhao, ZY

A multi-source domain feature-decision dual fusion adversarial transfer network for cross-domain anti-noise mechanical fault diagnosis in sustainable city 面向可持续城市跨域抗噪机械故障诊断的多源域特征决策双融合对抗转移网络

INFORMATION FUSION

IF15.5

2025-03-01

PREAI

Wang, Changdong; Jie, Huamin; Yang, Jingli; Gao, Tianyu; Zhao, Zhenyu; Chang, Yongqi; See, Kye Yak

A lightweight progressive joint transfer ensemble network inspired by the Markov process for imbalanced mechanical fault diagnosis

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2025-02-01

PREAI

Wang, Changdong; Yang, Jingli; Jie, Huamin; Tao, Zhen; Zhao, Zhenyu

A Hybrid Fault Diagnosis Framework Based on Test Stimulus Optimization and MPCNN for Analog Circuits 基于测试激励优化和MPCNN的混合故障诊断框架用于模拟电路

IEEE Transactions on Instrumentation and Measurement

IF5.9

2025-01-01

PREAI

Xiaodong Liu; Haochi Yang; Tianyu Gao; Jingli Yang

A Progressive Network With Multiple Classifiers for Fault Diagnosis of Rotating Machinery Under Limited Sample Conditions 一种用于旋转机械在有限样本条件下故障诊断的多分类器渐进网络

IEEE Transactions on Instrumentation and Measurement

IF5.9

2025-01-01

PREAI

Zedong Ju; Yinsheng Chen; Jingli Yang; Tianyu Gao

A Zero-Shot Framework for Compound Fault Diagnosis in Rotating Machinery Using Orthogonal High-Order Semantics and Cross-Hierarchical Discriminative Learning 基于正交高阶语义和跨层次判别学习的旋转机械复合故障诊断零样本框架

IEEE Transactions on Instrumentation and Measurement

IF5.9

2025-01-01

PREAI

Shuangyan Yin; Jingli Yang; Yongqi Chang; Changdong Wang; Tianyu Gao; Kaijie Wang

A domain feature decoupling network for rotating machinery fault diagnosis under unseen operating conditions

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2024-12-01

PREAI

Gao, Tianyu; Yang, Jingli; Wang, Wenmin; Fan, Xiaopeng

Neural-transformer: A brain-inspired lightweight mechanical fault diagnosis method under noise

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2024-11-01

PREAI

Wang, Changdong; Tian, Bowen; Yang, Jingli; Jie, Huamin; Chang, Yongqi; Zhao, Zhenyu

An uncertainty perception metric network for machinery fault diagnosis under limited noisy source domain and scarce noisy unknown domain 有限噪声源和稀缺噪声未知域下的机械故障诊断不确定性感知度量网络

ADVANCED ENGINEERING INFORMATICS

IF9.9

2024-10-01

PREAI

Wang, Changdong; Yang, Jingli; Jie, Huamin; Tian, Bowen; Zhao, Zhenyu; Chang, Yongqi

FMRGAN: Feature Mapping Reconstruction GAN for Rolling Bearings Fault Diagnosis Under Limited Data Condition FMRGAN: 有限数据条件下滚动轴承故障诊断的特征映射重构GAN

IEEE SENSORS JOURNAL

IF4.5

2024-08-01

PREAI

Chen, Yinsheng; Qiang, Yukang; Chen, Jiahui; Yang, Jingli

研究方向