Yuan Yao - Publications, H-index & Citations

Yuan Yao

Hunan University

37H指数

326论文数

5.2K被引数

收录论文 141

发表时间

Defect-aware channel selection in convolutional autoencoder thermography for enhanced infrared inspection of composite materials 卷积自编码器热成像中对缺陷感知的通道选择以增强复合材料红外检测

INFRARED PHYSICS & TECHNOLOGY

IF3.4

2026-08-31

PREAI

Fumin Wang; Stefano Sfarra; Yangyu Wang; Zhen-Feng Jiang; Yi Liu; Yuan Yao

Investigation on the electro-hydro-mechanical coupling characteristics of the HMCVT transmission system 对HMCVT传动系统电-液-机械耦合特性的研究

Results in Engineering

IF7.9

2026-08-01

PREAI

Yao, Yuan; Dai, Hong-Liang

Convolutional Embedding for Small-Data Process Modeling and Extrapolation with Application to Twin-Screw Extrusion 卷积嵌入在小型数据工艺建模和外推中的应用，以双螺杆挤出为例

Results in Engineering

IF7.9

2026-06-04

OAAI

Zhengbing Yan; Weitong Zhang; Tzu-Tang Liu; Zhengjiang Zhang; Yuan Yao

Root cause diagnosis in industrial processes via multi-time scale Granger causality analysis 工业过程中基于多时间尺度格兰杰因果分析的根因诊断

Journal of the Taiwan Institute of Chemical Engineers

IF6.3

2026-04-24

PREAI

Rui Chen; Yuan-Qiang Zhou; Jian-Guo Wang; Yuan Yao; Xiang-Yun Ye; Jia-Lin Kang

Transfer Learning for Soft Sensors in Process Industries: A Review and Future Perspectives 过程工业中软传感器的迁移学习：综述与未来展望

Industrial & Engineering Chemistry Research

IF0

2026-04-18

OAAI

Yi Liu; Jialiang Zhu; Chao Yang; Tao Chen; David Shan Hill Wong; Yuan Yao

A Hybrid DiGLPP–Kolmogorov–Arnold Network Framework for Robust Fault Detection in Industrial Chemical Processes 混合DiGLPP–Kolmogorov–Arnold网络框架在工业化工过程中的鲁棒故障检测

Process Safety and Environmental Protection

IF7.8

2026-04-14

PREAI

Husnain Ali; Debrina Puspita Andriani; Rizwan Safdar; Teh Sabariah Binti Abd Manan; Guangze Hu; Yuanqiang Zhou; Xiangrui Zhang; Yuan Yao; Zhixing Cao; Jinfeng Liu; Furong Gao

Efficient background removal and defect identification in infrared thermography of CFRP composites using adaptive fixed-rank kriging 使用自适应固定秩克里金法实现CFRP复合材料的红外热成像背景去除与缺陷识别

Measurement Science and Technology

IF3.4

2026-03-16

PREAI

Chun-Han Chang; Fumin Wang; Stefano Sfarra; Nan-Jung Hsu; Yuan Yao; Yi Liu

A physics-informed hybrid-fidelity surrogate model for chemical process modeling and optimization 一种用于化工过程建模与优化的物理信息混合保真度代理模型

Journal of the Taiwan Institute of Chemical Engineers

IF6.3

2026-02-13

PREAI

Zhengbing Yan; Weitong Zhang; Yu-Ting Liu; Chuan-Yu Wu; Tao Chen; Yuan Yao

Mixed-interval steam consumption modeling for industrial energy optimization via meta-learning through shared attention

Energy

IF9.4

2026-02-02

PREAI

Santi Bardeeniz; Chayanit Chuay-ock; David Shan-Hill Wong; Yuan Yao; Jia-Lin Kang; Chanin Panjapornpon

Explainable Neural Network Meets Graph Neural Network: Recent Advances in Process Fault Detection and Diagnosis 可解释神经网络与图神经网络：流程故障检测与诊断的最新进展

Computers & Chemical Engineering

IF3.9

2025-12-13

PREAI

Yi Liu; Bingbing Shen; David Shan-Hill Wong; Mingwei Jia; Yuan Yao

Hybrid Fusion Paradigm in Advanced Process Monitoring: A Panoramic Review and Future Perspectives 先进过程监控中的混合融合范式：全景式综述与未来展望

Industrial & Engineering Chemistry Research

IF3.9

2025-11-04

PREAI

Husnain Ali; Rizwan Safdar; Jinfeng Liu; Teh Sabariah Binti Abd Manan; Guangze Hu; Muhammad Hammad Rasool; Yuan Yao; Furong Gao

Spatio-temporal feature extraction for infrared thermal imaging by three-dimensional convolutional autoencoder 基于三维卷积自编码器的红外热成像时空特征提取

QUANTITATIVE INFRARED THERMOGRAPHY JOURNAL

IF4.9

2025-11-01

PREAI

Wang, Fumin; Jiang, Zhili; Jiang, Jiahao; Yao, Yuan; Liu, Yi

Integrating Process Data and Topology Information through Edge-Group Sparse Principal Component Analysis for Process Analytics 通过边缘组稀疏主成分分析整合过程数据与拓扑信息，用于过程分析

Computers & Chemical Engineering

IF3.9

2025-09-26

PREAI

Yi Liu; Po-Wei Yeh; Mingwei Jia; Po-Chun Mao; Yuan Yao

Process Monitoring and Dynamic Fusion of Complex Industrial Systems: A Reconstruction-based Bayesian Framework 复杂工业系统的过程监控与动态融合：一种基于重构的贝叶斯框架

Computers & Chemical Engineering

IF3.9

2025-08-14

PREAI

Husnain Ali; Rizwan Safdar; Jinfeng Liu; Muhammad Bilal Asif; Xiangrui Zhang; Muhammad Hammad Rasool; Yuan Yao; Le Yao; Jian Ding; Furong Gao

Quality-aware industrial data imputation with self-supervised recovery for process soft sensor development 面向过程软传感器开发的、具备质量感知和自监督恢复功能的工业数据插补方法

Computers & Chemical Engineering

IF3.9

2025-08-06

PREAI

Yun Dai; Chao Yang; Kaixin Liu; Yi Liu; Yuan Yao

Review of unsupervised machine learning methods in active infrared thermography for defect detection and analysis 主动红外热成像中用于缺陷检测与分析的无监督机器学习方法综述

Quantitative InfraRed Thermography Journal

IF4.9

2025-08-01

PREAI

Yi Liu; Yuan Yao; Fumin Wang; Stefano Sfarra; Kaixin Liu

Granger causality analysis using error correction model for root cause diagnosis in non-stationary industrial processes 基于误差修正模型的格兰杰因果分析在非平稳工业过程中的根本原因诊断

Journal of the Taiwan Institute of Chemical Engineers

IF6.3

2025-07-15

PREAI

Rui Chen; Jia-Lin Kang; Jian-Guo Wang; Yuan Yao; Li-Lan Liu; Zhong-Tao Xie

Self-guided filtering slow feature thermography for subsurface defect detection in composite materials 基于自引导滤波慢特征热成像的复合材料内部缺陷检测

International Journal of Thermal Sciences

IF5

2025-06-24

PREAI

Kaixin Liu; Yuan Yao; Yi Liu; Ping Chen

Prioritized fault detection and diagnosis in chemical industry using production loss-guided cost matrix with self-attention mechanism 基于生产损失引导成本矩阵和自注意力机制的化工行业优先级故障检测与诊断

Reliability Engineering & System Safety

IF11

2025-06-24

PREAI

Santi Bardeeniz; Chanin Panjapornpon; Tawesin Jitchaiyapoom; David Shan-Hill Wong; Yuan Yao

Intelligent machine learning-based multi-model fusion monitoring: application to industrial physio-chemical systems 基于智能机器学习的多模型融合监测：在工业物理化学系统中的应用

CONTROL ENGINEERING PRACTICE

IF4.6

2025-06-17

PREAI

Ali, Husnain; Safdar, Rizwan; Ding, Weilong; Zhou, Yuanqiang; Yao, Yuan; Yao, Le; Gao, Furong

研究方向