Zhiwu Shang

Tiangong University

14H指数

53论文数

611被引数

收录论文 21

发表时间

Bi-Level degradation consistency meta transfer network for few-shot cross-condition aircraft engine remaining useful life prediction 双层级退化一致性元迁移网络用于少样本跨条件航空发动机剩余使用寿命预测

Aerospace Science and Technology

IF5.8

2026-10-07

PREAI

Zifei Wang; Zhiwu Shang; Daohan Wang; Ziyu Wang; Hongchuan Cheng

A hybrid model-driven approach for remaining useful life prediction of rolling bearings 滚动轴承剩余使用寿命预测的混合模型驱动方法

Journal of the Brazilian Society of Mechanical Sciences and Engineering

IF2.1

2026-05-01

PREAI

Cheng, Hongchuan; Zhang, He; Fu, Guilong; Xu, Yirui; Shi, Zhaoyang; Gong, Weicai; Shang, Zhiwu; Shi, Xiafei

A novel adaptive fault diagnosis based on two-stage parameter optimization feature mode decomposition 一种基于两阶段参数优化特征模态分解的自适应故障诊断方法

Structural Health Monitoring

IF0

2026-01-05

PREAI

Hongchuan Cheng; Guilong Fu; Zhaoyang Shi; Yu Cui; Zhiwu Shang; Xiafei Shi

Physics-informed auto-encoder based on digital twin for rolling bearing fault diagnosis under imbalanced sample conditions 基于数字孪生的物理信息自编码器在样本不平衡条件下的滚动轴承故障诊断

Engineering Applications of Artificial Intelligence

IF8

2025-11-03

PREAI

Zhiwu Shang; Ziyu Wang; Cailu Pan; Wanxiang Li; Maosheng Gao

Human-Robot Collaboration: Robotic Arm Trajectory Planning with Deep Learning and DMP-based Intention Prediction 人机协作：基于深度学习和DMP的意图预测的机器人手臂轨迹规划

INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

IF1.1

2025-11-01

PREAI

Zhu, Yaqiao; Shang, Zhiwu

Stochastic dynamic responses and reliability analysis of nonlinear system based on K-L decomposition and TVD finite difference method 基于K-L分解和TVD有限差分法的非线性系统随机动态响应与可靠性分析

PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART O-JOURNAL OF RISK AND RELIABILITY

IF1.8

2025-11-01

PREAI

Cheng, Hongchuan; Shi, Zhaoyang; Jia, Junying; Fu, Guilong; Cui, Yu; Shang, Zhiwu; Shi, Xiafei

Semi-supervised prototype optimization network for rolling bearing fault diagnosis with limited labeled samples 基于有限标签样本的半监督原型优化网络用于滚动轴承故障诊断

Measurement Science and Technology

IF3.4

2025-09-25

PREAI

Zhiwu Shang; Xiaolong Du; Cailu Pan; Fei Liu; Ziyu Wang; Xinmao Zhang

Open-set domain generalization method combining data augmentation and adaptive decision boundaries for fault diagnosis under unseen working conditions 开放集领域泛化方法，结合数据增强和自适应决策边界，用于在未见工作条件下的故障诊断

Structural Health Monitoring

IF0

2025-09-07

PREAI

Cailu Pan; Zhiwu Shang; Fei Liu; Hongchuan Cheng; Leyi Yao

Meta-adversarial transfer learning based on a dual-channel transformer network for aircraft engine remaining useful life prediction 基于双通道Transformer网络用于航空发动机剩余有用寿命预测的元对抗迁移学习

Engineering Applications of Artificial Intelligence

IF8

2025-07-29

PREAI

Zhiwu Shang; Tianchu Pang; Cailu Pan; Leyi Yao; Zifei Wang

Joint domain transfer elasticity metric network for cross-domain small sample fault diagnosis 联合域间迁移弹性度量网络用于跨域小样本故障诊断

Neurocomputing

IF6.5

2025-07-05

PREAI

Zhiwu Shang; Xiaolong Du; Cailu Pan; Fei Liu; Ziyu Wang

Nonlinear dynamic response and load distribution of coupled fault complex dual-disk rotor-bearing system 非线性动态响应和载荷分布的耦合故障复杂双盘转子-轴承系统

Nonlinear Dynamics

IF6

2025-07-04

PREAI

Hongchuan Cheng; Guohui Ma; Xinhai Li; Yu Cui; Zhiwu Shang

An incremental intelligent fault diagnosis method based on dual-teacher knowledge distillation and dynamic residual fusion 基于双师知识提炼和动态残差融合的增量式智能故障诊断方法

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2025-01-01

PREAI

Shang, Zhiwu; Wang, Xunbo; Pan, Cailu; Liu, Fei; Cheng, Hongchuan

Open-set domain adaptive fault diagnosis based on supervised contrastive learning and a complementary weighted dual adversarial network 基于监督对比学习和互补加权对偶网络的开集域自适应故障诊断

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2025-01-01

PREAI

Pan, Cailu; Shang, Zhiwu; Tang, Lutai; Cheng, Hongchuan; Li, Wanxiang

Hard task-based dual-aligned meta-transfer learning for cross-domain few-shot fault diagnosis

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2024-09-25

PREAI

Shang, Zhiwu; Liu, Hu; Li, Wanxiang; Wu, Zhihua; Cheng, Hongchuan

Optimization of rolling bearing dynamic model based on improved golden jackal optimization algorithm and sensitive feature fusion

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2023-12-01

PREAI

Pan, Cailu; Shang, Zhiwu; Liu, Fei; Li, Wanxiang; Gao, Maosheng

Intelligent fault diagnosis of partial deep transfer based on multi-representation structural intraclass compact and double-aligned domain adaptation

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2023-08-01

PREAI

Li, Wanxiang; Shang, Zhiwu; Gao, Maosheng; Liu, Fei; Liu, Hu

A novel method for early fault diagnosis of planetary gearbox with distributed tooth surface wear

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2023-04-13

PREAI

Gao, Maosheng; Shang, Zhiwu; Li, Wanxiang; Liu, Fei; Liu, Jingyu

A novel intelligent fault diagnosis method of rotating machinery based on signal-to-image mapping and deep Gabor convolutional adaptive pooling network 基于信号-图像映射和深度Gabor卷积自适应池化网络的旋转机械智能故障诊断方法

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-11-01

PREAI

Li, Wanxiang; Shang, Zhiwu; Qian, Shiqi; Zhang, Baoren; Zhang, Jie; Gao, Maosheng

Remaining useful life prediction based on transfer multi-stage shrinkage attention temporal convolutional network under variable working conditions 变工况下基于转移多级收缩注意时间卷积网络的剩余寿命预测

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2022-10-01

PREAI

Li, Wanxiang; Shang, Zhiwu; Gao, Maosheng; Qian, Shiqi; Feng, Zehua

Machine remaining life prediction based on multi-layer self-attention and temporal convolution network 基于多层自注意力和时态卷积网络的机器剩余寿命预测

COMPLEX & INTELLIGENT SYSTEMS

IF4.6

2021-12-20

OAAI

Shang, Zhiwu; Zhang, Baoren; Li, Wanxiang; Qian, Shiqi; Zhang, Jie

研究方向