Tianci Zhang

central south university

H指数:22

被引数:2,654

个人简介

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Multimodal heterogeneous feature learning with modality-cross-attention for robust fault diagnosis of machines under complex conditions

基于模态交叉注意力机制的多模态异构特征学习，用于复杂工况下机器的鲁棒故障诊断

Advanced Engineering Informatics

IF9.9

2026-09-180

PRE

Data Symmetry Enhancement-Based Abnormal State Detection of High-End Hydrogen Compressors Under No-Fault Samples

基于数据对称性增强的高端氢压缩机无故障样本异常状态检测

Technologies

IF3.6

2026-08-300

CD3+T cell depletion paradoxically worsens intracerebral hemorrhage through blood-brain barrier disruption

CD3+T细胞耗竭通过破坏血脑屏障，反而加重颅内出血。

NEUROLOGICAL RESEARCH

IF1.5

2025-09-010

PRE

Prior knowledge-informed multi-task dynamic learning for few-shot machinery fault diagnosis

基于先验知识的多任务动态学习用于少样本机械故障诊断

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2025-05-011

PRE

A batch-adapted cost-sensitive contrastive feature learning network for industrial diagnosis with extremely imbalanced data

MEASUREMENT

IF5.6

2025-02-011

PRE

Treatment motivation, psychosocial impact, and perfectionism in children and adult orthodontic patients: A cross-sectional study

治疗动机、心理社会影响以及完美主义在儿童和成人正畸患者中的表现：一项横断面研究

AMERICAN JOURNAL OF ORTHODONTICS AND DENTOFACIAL ORTHOPEDICS

IF3

2025-02-011

PRE

A dielectric method for predicting pear firmness combining deep data augmentation and ensemble learning

FOOD CONTROL

IF6.3

2025-01-010

PRE

Adsorption of rare earth ions from highly saline media by a pyridine-modified activated carbon sorbent

JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING

IF7.2

2024-12-010

PRE

Data-driven excavation trajectory planning for unmanned mining excavator

数据驱动的无人挖掘机挖掘轨迹规划

AUTOMATION IN CONSTRUCTION

IF11.5

2024-06-013

PRE

Research on Energy Hierarchical Management and Optimal Control of Compound Power Electric Vehicle

ENERGIES

IF3.2

2024-03-120

Feature-level consistency regularized Semi-supervised scheme with data augmentation for intelligent fault diagnosis under small samples

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2023-11-0115

PRE

Domain Discrepancy-Guided Contrastive Feature Learning for Few-Shot Industrial Fault Diagnosis Under Variable Working Conditions

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2023-10-0120

PRE

One-stage self-supervised momentum contrastive learning network for open-set cross-domain fault diagnosis

KNOWLEDGE-BASED SYSTEMS

IF7.6

2023-09-0124

PRE

Numerical Study on the Evaporation of a Non-Spherical Sessile Droplet

非球形无柄液滴蒸发的数值研究

MICROMACHINES

IF3

2022-12-284

OAAI

High-temperature augmented neighborhood metric learning for cross-domain fault diagnosis with imbalanced data

基于高温增强邻域度量学习的不平衡数据跨域故障诊断

KNOWLEDGE-BASED SYSTEMS

IF7.6

2022-12-0111

PRE

Imbalance fault diagnosis under long-tailed distribution: Challenges, solutions and prospects

KNOWLEDGE-BASED SYSTEMS

IF7.6

2022-12-0132

PRE

Prior Knowledge-Augmented Self-Supervised Feature Learning for Few-Shot Intelligent Fault Diagnosis of Machines

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2022-10-0173

PRE

Generative adversarial network in mechanical fault diagnosis under small sample: A systematic review on applications and future perspectives

生成对抗网络在小样本机械故障诊断中的应用及未来展望

ISA TRANSACTIONS

IF6.5

2022-09-01135

PRE

Attention mechanism in intelligent fault diagnosis of machinery: A review of technique and application

机械智能故障诊断中的注意机制: 技术与应用综述

MEASUREMENT

IF5.6

2022-08-01126

PRE

Multi-Frequency Augmentation framework via information active capture for machinery intelligent fault diagnosis

ISA TRANSACTIONS

IF6.5

2022-07-014

PRE

Tianci Zhang

个人简介

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工作经历

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