殷宪辉｜青岛大学｜学者主页

2026

因果知识与数据驱动的工业过程故障诊断方法

曲春宇，高英男，沈照功，殷宪辉

《工业工程与管理》

DOI

2026

Hierarchical Causality Graph Informed Quality Soft Sensing for Multirate Multistage Manufacturing Processes

Qingan Cui, Jiao Lu, Liang Nie, Ruolin Zhang, Xianhui Yin

Quality and Reliability Engineering International

DOI

2025

机理增强的盾构掘进过程横纵双向地表沉降联合智能预测

殷宪辉，牟朝群，陈艺震，何桢，宋明顺

《工业工程与管理》

DOI

2025

A quality propagation path and implementation resolution-aware bidirectional operational parameter optimization framework for multistage manufacturing processes

Xianhui Yin, Y. H. Chen, Zhaoqun Mu, Qingan Cui

Computers & Industrial Engineering

DOI

2025

Interpretable and spatio-distributed settlement related multimode process monitoring for Metro tunnels excavated by TBM

Xianhui Yin, Zhaoqun Mu, Qingan Cui, Ting Sun

Advanced Engineering Informatics

DOI

2025

Causality enhanced deep learning framework for quality characteristic prediction via long sequence multivariate time-series data

Cui Qing-an, Lu Jiao, Xianhui Yin

Measurement Science and Technology

DOI

2022

A deep learning process anomaly detection approach with representative latent features for low discriminative and insufficient abnormal data

Yuan Gao, Xianhui Yin, Zhen He, Xueqing Wang

Computers & Industrial Engineering

DOI

2022

An intelligent and multi-channel deep feature enhanced framework for predicting difficult-to-measure CTQ

Xueqing Wang, Xianhui Yin, Zhen He, Zixian Liu, Yuan Gao

Computers & Industrial Engineering

DOI

2020

基于计算智能的复杂工业过程质量预测与参数设计

殷宪辉

《天津大学》

2018

A hybrid intelligent optimization approach to improving quality for serial multistage and multi-response coal preparation production systems

Xianhui Yin, Zhen He, Zhanwen Niu, Zhaojun (Steven) Li

Journal Of Manufacturing Systems，Vol. 470

DOI

2016

基于多目标混料设计的重介质旋流器混料成分配比

袁清和，殷宪辉，贾顺，许雪洁

《工业工程》

2016

基于新质量观的选煤煤质管控体系的研究与实践

殷宪辉

《山东科技大学》

2016

基于因果矩阵的选煤厂关键工序识别方法的研究与应用

殷宪辉，袁清和，谭妍妍

《选煤技术》

殷宪辉

精选作品

期刊论文

因果知识与数据驱动的工业过程故障诊断方法

Hierarchical Causality Graph Informed Quality Soft Sensing for Multirate Multistage Manufacturing Processes

机理增强的盾构掘进过程横纵双向地表沉降联合智能预测

A quality propagation path and implementation resolution-aware bidirectional operational parameter optimization framework for multistage manufacturing processes

Interpretable and spatio-distributed settlement related multimode process monitoring for Metro tunnels excavated by TBM

Causality enhanced deep learning framework for quality characteristic prediction via long sequence multivariate time-series data

A deep learning process anomaly detection approach with representative latent features for low discriminative and insufficient abnormal data

An intelligent and multi-channel deep feature enhanced framework for predicting difficult-to-measure CTQ

基于计算智能的复杂工业过程质量预测与参数设计

A hybrid intelligent optimization approach to improving quality for serial multistage and multi-response coal preparation production systems

基于多目标混料设计的重介质旋流器混料成分配比

基于新质量观的选煤煤质管控体系的研究与实践

基于因果矩阵的选煤厂关键工序识别方法的研究与应用

研究方向