张淑梅｜东北林业大学｜学者主页

2026

Adaptive recursive Gaussian mixture regression model for dynamic evolution prediction of multimode gas-water two-phase flow process

Wentao Wu, Chao Tan, Shumei Zhang, Feng Dong

Expert Systems With Applications，Vol. 296

DOI

2026

Mfanet for liver and tumor segmentation from incomplete multiphase CT: a multi-dataset study

Yue Zhang, Junxuan Wu, DeJian Xing, Shumei Zhang

BMC Medical Imaging

DOI

2026

DMFF: a deep learning-based multi-omics fusion framework for survival prediction and subtype classification in breast cancer

Shumei Zhang, Yue Zhang, Dandan Zhang, Qiutong Wang, Wen Yang

Scientific Reports

DOI

2026

CA-CAE: A deep learning-based multi-omics model for pan-cancer subtype classification and prognosis prediction

Shumei Zhang, Yicheng Lu, Peixian Li, Junxuan Wu, Guohua Wang, Wen Yang

PLoS Computational Biology

DOI

2026

Deep Gated Network With Anchor-Guided Manifold Clustering: A Targeted Transfer Learning Framework for Fault Diagnosis

Shumei Zhang, Hongtu Li, Wanke Yu, Feng Dong

IEEE Transactions on Systems, Man & Cybernetics. Systems

DOI

2026

Distribution-aware interval principal component analysis: Embedding completely asymmetric generalized Gaussian characteristics for industrial process monitoring with uncertainties

Shumei Zhang, Wei-Feng Mao, Feng Dong, Si-Jia Wang

Advanced Engineering Informatics

DOI

2026

Multigrained Adversarial Network With Hierarchical Attribute Causality: Cross-Domain Open-Set State Monitoring for Three-Phase Flow

Ling-Han Li, Shumei Zhang, Feng Dong

IEEE Transactions on Industrial Informatics

DOI

2026

Uncertainty Explicit Learning: An Interval Generalized Neural Network with Adaptivity for Anomaly Identification Under Data Uncertainty

Si-Jia Wang, Kai Wang, Shumei Zhang, Chun-Pei Yang

IEEE/CAA Journal of Automatica Sinica

DOI

2025

Concurrent Analysis of Local Structure and Global Temporality: Observable and Controllable Dynamic Graph for RUL Prediction and Evolution Illustration

Shumei Zhang, Sirui Du, Shuai Tan, Feng Dong

IEEE Transactions on Automation Science and Engineering

DOI

2025

A Feature Separation Prototype Network for Open Set Cross-Domain Fault Diagnostics

Shuai Tan, Xingyu Lin, Qing-Chao Jiang, Xin Peng, Shumei Zhang

IEEE Transactions on Instrumentation and Measurement

DOI

2025

A robust fault diagnosis model with interval distribution analysis for industrial processes with data uncertainties

Shumei Zhang, Wei-Feng Mao, Feng Dong, Si-Jia Wang

Journal of Process Control

DOI

2025

Zero-shot Learning Model with Dynamic and Static Feature Fusion for Industrial Gas-liquid Two-phase Flow State Identification

Xinyi Han, Ling-Han Li, Shumei Zhang, Feng Dong, Feng Dong

International Instrumentation and Measurement Technology Conference

DOI

2025

Interpretable local-global monitoring network for three-phase flow processes with concurrent analysis of independence and high-order temporal correlation

Ling-Han Li, Shumei Zhang, Feng Dong

Neurocomputing

DOI

2025

Joint Learning of Commonality and Specificity Dictionaries for Identifying Flow Regime in Oil–Gas–Water Three-Phase Flow

Wentao Wu, Chao Tan, Shumei Zhang, Feng Dong

IEEE Sensors Journal

DOI

2024

Manifold regularized deep canonical variate analysis with interpretable attribute guidance for three-phase flow process monitoring

Linghan Li, Feng Dong, Shumei Zhang

Expert Systems With Applications，Vol. 251

DOI

2024

Zero-Shot State Identification of Industrial Gas–Liquid Two-Phase Flow via Supervised Deep Slow and Steady Feature Analysis

Ling-Han Li, Xinyi Han, Feng Dong, Shumei Zhang

IEEE Transactions on Industrial Informatics

DOI

2024

Global-local state analysis and monitoring-based velocity measurement of oil–gas–water three-phase flow

Zhao Li, Chao Tan, Shumei Zhang, Feng Dong

Chemical Engineering Journal

DOI

2024

Multi-type Fault Detection of Satellite Momentum Wheel Based on Slow Feature Analysis

Hongtu Li, Sirui Du, Shumei Zhang

International Conference on Reliability, Maintainability and Safety

DOI

2024

Deep Canonical Variate Analysis with Interpretable Attribute Guidance for Three-Phase Flow Process Monitoring

Ling-Han Li, Shumei Zhang, Feng Dong, Feng Dong

International Instrumentation and Measurement Technology Conference

DOI

2024

Spatial-Temporal Evolutionary Graph Attention Network for Bearing Remaining Useful Life Prediction

Sirui Du, Feng Dong, Shumei Zhang

Asian Control Conference

2024

Joint mining of fluid knowledge and multi-sensor data for gas-water two-phase flow status monitoring and evolution analysis

Wentao Wu, Chao Tan, Shumei Zhang, Feng Dong

Advanced Engineering Informatics

DOI

2024

Graph Embedding-Based Multilinear Subspace Analysis of State Ensembles in Gas–Liquid Flow

Zhao Li, Chao Tan, Shumei Zhang, Feng Dong

IEEE Transactions on Instrumentation and Measurement

DOI

2024

Transferable intervalization and midpoint de-mixing interval independent component analysis for industrial fault detection under data uncertainty

Shumei Zhang, Si-Jia Wang, Feng Dong, Chunhui Zhao

Measurement

DOI

2024

Generalized Gaussian Distribution-Based Interval Principal Component Analysis (GGD-IPCA) for Anomaly Detection of Processes With Uncertainty

Shumei Zhang, Si-Jia Wang, Feng Dong

IEEE Transactions on Instrumentation and Measurement

DOI

2024

Global–Local Structure Analysis-Based Status Monitoring for Oil–Gas–Water Flow

Zhao Li, Chao Tan, Shumei Zhang, Feng Dong

IEEE Sensors Journal

DOI

2024

Concurrent analysis of static deviation and dynamic oscillation for momentum wheel bearing health monitoring and prognostication

Shumei Zhang, Sirui Du, Feng Dong

Journal of Process Control

DOI

2023

Multilinear Subspace Analysis of State Ensembles in Gas-liquid Two Phase Flow via PWUD Signal

Zhao Li, Shumei Zhang, Feng Dong

International Instrumentation and Measurement Technology Conference

DOI

2023

Health Condition Monitoring of Satellite Momentum Wheel Bearing Based on Canonical Variable Analysis and Sliding Interval Variance

Sirui Du, Shumei Zhang, Yang Zhao

Industrial Cyber-Physical Systems

DOI

2023

Sparse Local Fisher Discriminant Analysis for Gas-Water Two-Phase Flow Status Monitoring With Multisensor Signals

Wentao Wu, Chao Tan, Shumei Zhang, Feng Dong

IEEE Transactions on Industrial Informatics

DOI

2022

Two-dimensional multiphase batch process monitoring based on sparse canonical variate analysis

Shumei Zhang, Xiaoli Bao

Journal of Process Control

DOI

2022

Dynamic Behavior Analysis Based Process State Monitoring for Gas-liquid Two Phase Flow in Horizontal Pipe

Zhao Li, Shumei Zhang, Feng Dong

International Instrumentation and Measurement Technology Conference

DOI

2022

Flow State Characterization of Horizontal Oil-gas-water Three-phase flow Using Independent Slow and Steady Feature Analysis

Ling-Han Li, Shumei Zhang, Feng Dong

International Instrumentation and Measurement Technology Conference

DOI

2022

Slow‐Varying Batch Process Monitoring Based on Canonical Variate Analysis

Shumei Zhang, Xiaoli Bao

Canadian Journal of Chemical Engineering

DOI

2022

Gas-water Two-phase Flow Status Monitoring based on Multi-sensor Signals and CA-PCA Strategy

Wentao Wu, Shumei Zhang, Feng Dong

International Instrumentation and Measurement Technology Conference

DOI

2022

Adaptive Spatio-temporal Feature Extraction and Analysis for Horizontal Gas-water Two-phase Flow State Prediction

Ling-Han Li, Feng Dong, Shumei Zhang

Chemical Engineering and Science

DOI

2021

iEnhancer-EBLSTM: Identifying Enhancers and Strengths by Ensembles of Bidirectional Long Short-Term Memory

Kun Niu, Ximei Luo, Shumei Zhang, Zhixia Teng, Tianjiao Zhang, Yuming Zhao

Frontiers in Genetics

DOI

2021

Flow status identification based on multiple slow feature analysis of gas–liquid two-phase flow in horizontal pipes

Feng Dong, Ling-Han Li, Shumei Zhang

Measurement science and technology

DOI

2021

Flow state monitoring of gas-water two-phase flow using multi-Gaussian mixture model based on canonical variate analysis

F. Dong, Wentao Wu, Shumei Zhang

DOI

2021

Slow and Steady Feature Analysis Based Status Monitoring for Gas-liquid Two-phase Flow in Horizontal Pipe

Ling-Han Li, Shumei Zhang, Feng Dong

International Instrumentation and Measurement Technology Conference

DOI

2021

Multi-sensor Signal Statistical Feature Processing Method for Status Monitoring of Gas-Water Two-Phase Flow in Horizontal Pipe

Wentao Wu, Shumei Zhang, S. Ren, Feng Dong

International Instrumentation and Measurement Technology Conference

DOI

2021

Spacecraft Equipment Health Condition Monitoring Based on Augmented Dickey-Fuller Test and Gaussian Mixture Model

Fu-Sheng Zhang, Yang Zhao, Shumei Zhang, Wentao Wu, Chao Tan

2021 IEEE International Conference on Mechatronics and Automation (ICMA)

DOI

2019

Soft sensor modelling of propylene conversion based on a Takagi-Sugeno fuzzy neural network optimized with independent component analysis and mutual information

Shuting Liu, Xianwen Gao, Wenhai Qi, Shumei Zhang

Transactions of the Institute of Measurement and Control

DOI

2014

基于切换型场致发光芯片的压电泵驱动电路设计

张淑梅

《仪器仪表学报》

2013

高职计算机网络技术专业物联网方向课程体系研究

张淑梅

《中国电力教育》

2010

城市综合交通态势评估方法研究

张鸰，张淑梅

《软件工程》

2010

一种基于分簇的传感器网络数据收集协议

张淑梅

《制造业自动化》

精选作品

期刊论文

Adaptive recursive Gaussian mixture regression model for dynamic evolution prediction of multimode gas-water two-phase flow process

Mfanet for liver and tumor segmentation from incomplete multiphase CT: a multi-dataset study

DMFF: a deep learning-based multi-omics fusion framework for survival prediction and subtype classification in breast cancer

CA-CAE: A deep learning-based multi-omics model for pan-cancer subtype classification and prognosis prediction

Deep Gated Network With Anchor-Guided Manifold Clustering: A Targeted Transfer Learning Framework for Fault Diagnosis

Distribution-aware interval principal component analysis: Embedding completely asymmetric generalized Gaussian characteristics for industrial process monitoring with uncertainties

Multigrained Adversarial Network With Hierarchical Attribute Causality: Cross-Domain Open-Set State Monitoring for Three-Phase Flow

Uncertainty Explicit Learning: An Interval Generalized Neural Network with Adaptivity for Anomaly Identification Under Data Uncertainty

Concurrent Analysis of Local Structure and Global Temporality: Observable and Controllable Dynamic Graph for RUL Prediction and Evolution Illustration

A Feature Separation Prototype Network for Open Set Cross-Domain Fault Diagnostics

A robust fault diagnosis model with interval distribution analysis for industrial processes with data uncertainties

Zero-shot Learning Model with Dynamic and Static Feature Fusion for Industrial Gas-liquid Two-phase Flow State Identification

Interpretable local-global monitoring network for three-phase flow processes with concurrent analysis of independence and high-order temporal correlation

Joint Learning of Commonality and Specificity Dictionaries for Identifying Flow Regime in Oil–Gas–Water Three-Phase Flow

Manifold regularized deep canonical variate analysis with interpretable attribute guidance for three-phase flow process monitoring

Zero-Shot State Identification of Industrial Gas–Liquid Two-Phase Flow via Supervised Deep Slow and Steady Feature Analysis

Global-local state analysis and monitoring-based velocity measurement of oil–gas–water three-phase flow

Multi-type Fault Detection of Satellite Momentum Wheel Based on Slow Feature Analysis

Deep Canonical Variate Analysis with Interpretable Attribute Guidance for Three-Phase Flow Process Monitoring

Spatial-Temporal Evolutionary Graph Attention Network for Bearing Remaining Useful Life Prediction

Joint mining of fluid knowledge and multi-sensor data for gas-water two-phase flow status monitoring and evolution analysis

Graph Embedding-Based Multilinear Subspace Analysis of State Ensembles in Gas–Liquid Flow

Transferable intervalization and midpoint de-mixing interval independent component analysis for industrial fault detection under data uncertainty

Generalized Gaussian Distribution-Based Interval Principal Component Analysis (GGD-IPCA) for Anomaly Detection of Processes With Uncertainty

Global–Local Structure Analysis-Based Status Monitoring for Oil–Gas–Water Flow

Concurrent analysis of static deviation and dynamic oscillation for momentum wheel bearing health monitoring and prognostication

Multilinear Subspace Analysis of State Ensembles in Gas-liquid Two Phase Flow via PWUD Signal

Health Condition Monitoring of Satellite Momentum Wheel Bearing Based on Canonical Variable Analysis and Sliding Interval Variance

Sparse Local Fisher Discriminant Analysis for Gas-Water Two-Phase Flow Status Monitoring With Multisensor Signals

Two-dimensional multiphase batch process monitoring based on sparse canonical variate analysis

Dynamic Behavior Analysis Based Process State Monitoring for Gas-liquid Two Phase Flow in Horizontal Pipe

Flow State Characterization of Horizontal Oil-gas-water Three-phase flow Using Independent Slow and Steady Feature Analysis

Slow‐Varying Batch Process Monitoring Based on Canonical Variate Analysis

Gas-water Two-phase Flow Status Monitoring based on Multi-sensor Signals and CA-PCA Strategy

Adaptive Spatio-temporal Feature Extraction and Analysis for Horizontal Gas-water Two-phase Flow State Prediction

iEnhancer-EBLSTM: Identifying Enhancers and Strengths by Ensembles of Bidirectional Long Short-Term Memory

Flow status identification based on multiple slow feature analysis of gas–liquid two-phase flow in horizontal pipes

Flow state monitoring of gas-water two-phase flow using multi-Gaussian mixture model based on canonical variate analysis

Slow and Steady Feature Analysis Based Status Monitoring for Gas-liquid Two-phase Flow in Horizontal Pipe

Multi-sensor Signal Statistical Feature Processing Method for Status Monitoring of Gas-Water Two-Phase Flow in Horizontal Pipe

Spacecraft Equipment Health Condition Monitoring Based on Augmented Dickey-Fuller Test and Gaussian Mixture Model

Soft sensor modelling of propylene conversion based on a Takagi-Sugeno fuzzy neural network optimized with independent component analysis and mutual information

基于切换型场致发光芯片的压电泵驱动电路设计

高职计算机网络技术专业物联网方向课程体系研究

城市综合交通态势评估方法研究

一种基于分簇的传感器网络数据收集协议

会议论文

Stage Division and CNN-BiLSTM-Attention for Remaining Useful Life Prediction of Rolling Bearings

Gas-water Two-phase Flow Status Identification Based on Jointly Specific and Shared Dictionary Learning

Multi-block Integrated Monitoring of Gas-liquid Two-Phase Flow Based on Conductance Signal Analysis

Local Characteristics Preservation Based State Identification in Oil-gas-water Three-phase Flow Process

Process Monitoring for New Mode with Limited Data in Multimode Processes Based on Transfer Component Analysis

Gas-water Two-phase Flow Status Monitoring based on CA-KCVA Method

Flow Status Monitoring for Oil-Gas-Water Three-Phase Flow via Slow and Steady Feature Analysis and Empirical Mode Decomposition

Oil-gas-water Three-phase Flow Status Identification and Monitoring based on Multi-Sensor Signal

工业监控集中管控系统的开发