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马

马亮 (Liang Ma)

University of Science and Technology Beijing

16H-index
62Paper Count
647Citation Count
Published Papers 28
Publication Date
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Dual-space metric fusion network for interpretable few-shot fault diagnosis of industrial processes
errMeasurement
IF5.6
err2026-09-01
err0
PREAI
errZhang, Guangtao; Qiao, Liang; Peng, Kaixiang; Ma, Liang
errShare
errSave
Dynamic Dependencies of Fault-Related Variables-Based Interpretable Fault Diagnosis Framework for Industrial Processes
errIEEE Transactions on Automation Science and Engineering
IF6.4
err2026-06-15
err0
PREAI
errLiang Ma; Qikai Yang; Kaixiang Peng
errShare
errSave
A novel multi-source heterogeneous data common-individual feature extraction and fusion framework for fault diagnosis in industrial processes
errJournal of Process Control
IF3.9
err2026-04-11
err0
PREAI
errLiang Ma; Qikai Yang; Kaixiang Peng
errShare
errSave
Graph convolutional gated recurrent unit based instability prediction for continuous casting
errIRONMAKING & STEELMAKING
IF2.2
err2026-01-01
err0
PREAI
errPeng, Yifei; Ma, Shuo; Liu, Yuhong; Wang, Chao; Liu, Qing; Ma, Liang
errShare
errSave
Fusion of feature extraction network and multi-head attention based instability state classification in continuous casting
errIRONMAKING & STEELMAKING
IF2.2
err2026-01-01
err0
PREAI
errShi, Yuhang; Zhang, Congcong; Wang, Guolian; Liu, Yuhong; Liu, Qing; Ma, Liang
errShare
errSave
A spatial-temporal fusion based nonlinear causality analysis framework for root cause diagnosis of faults in nonstationary industrial processes with asymmetric distribution
errISA Transactions
IF6.5
err2025-11-19
err0
PREAI
errLiang Ma; Yifei Peng; Kaixiang Peng
errShare
errSave
A novel multi-source heterogeneous data fusion based fault diagnosis framework for manufacturing processes
errEngineering Applications of Artificial Intelligence
IF8
err2025-10-03
err0
PREAI
errLiang Ma; Qikai Yang; Orestes Llanes-Santiago; Kaixiang Peng
errShare
errSave
A multi-source heterogeneous data fusion framework for fault diagnosis in industrial processes with missing image data
errMeasurement
IF5.6
err2025-07-09
err0
PREAI
errLiang Ma; Qikai Yang; Orestes Llanes-Santiago; Kaixiang Peng
errShare
errSave
An Attention Minimal Gated Unit-Based Causality Analysis Framework for Root Cause Diagnosis of Faults in Nonstationary Industrial Processes
errIEEE SENSORS JOURNAL
IF4.5
err2025-02-15
err0
PREAI
errMa, Liang; Peng, Yifei; Peng, Kaixiang
errShare
errSave
A cloud-edge collaboration based quality-related hierarchical fault detection framework for large-scale manufacturing processes
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-12-01
err0
PREAI
errZhang, Xueyi; Ma, Liang; Peng, Kaixiang; Zhang, Chuanfang; Shahid, Muhammad Asfandyar
errShare
errSave
Multitask Learning Based Collaborative Modeling of Heterogeneous Data for Compound Fault Diagnosis in Manufacturing Processes
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-12-01
err0
PREAI
errMa, Liang; Yang, Pingping; Peng, Kaixiang
errShare
errSave
Nonlinear Dynamic Granger Causality Analysis Framework for Root-Cause Diagnosis of Quality-Related Faults in Manufacturing Processes
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2024-07-01
err6
PREAI
errMa, Liang; Wang, Mengwei; Peng, Kaixiang
errShare
errSave
A Novel Quality-Related Distributed Fault Diagnosis Framework for Large-Scale Sequential Manufacturing Processes
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-03-01
err7
PREAI
errZhang, Xueyi; Ma, Liang; Peng, Kaixiang; Zhang, Chuanfang
errShare
errSave
A missing manufacturing process data imputation framework for nonlinear dynamic soft sensor modeling and its application
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-03-01
err6
PREAI
errMa, Liang; Wang, Mengwei; Peng, Kaixiang
errShare
errSave
A Spatiotemporal Industrial Soft Sensor Modeling Scheme for Quality Prediction With Missing Data
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2024-01-01
err3
PREAI
errMa, Liang; Wang, Mengwei; Peng, Kaixiang
errShare
errSave
A two-phase soft sensor modeling framework for quality prediction in industrial processes with missing data
errJOURNAL OF PROCESS CONTROL
IF3.9
err2023-09-01
err7
PREAI
errMa, Liang; Wang, Mengwei; Peng, Kaixiang
errShare
errSave
A systematic nonstationary causality analysis framework for root cause diagnosis of faults in manufacturing processes
errCONTROL ENGINEERING PRACTICE
IF4.6
err2023-02-01
err18
PREAI
errZhang, Hongjun; Peng, Kaixiang; Ma, Liang
errShare
errSave
Bidirectional Minimal Gated Unit-Based Nonlinear Dynamic Soft Sensor Modeling Framework for Quality Prediction in Process Industries
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2023-01-01
err11
PREAI
errMa, Liang; Wang, Mengwei; Peng, Kaixiang
errShare
errSave
A Novel Bidirectional Gated Recurrent Unit-Based Soft Sensor Modeling Framework for Quality Prediction in Manufacturing Processes
errIEEE SENSORS JOURNAL
IF4.5
err2022-10-01
err19
PREAI
errMa, Liang; Wang, Mengwei; Peng, Kaixiang
errShare
errSave
A quality-related distributed fault detection method for large-scale sequential processes
errCONTROL ENGINEERING PRACTICE
IF4.6
err2022-10-01
err15
PREAI
errZhang, Xueyi; Ma, Liang; Peng, Kaixiang; Zhang, Chuanfang
errShare
errSave

Research Directions

工业过程质量监测与追溯工业过程分布式监测与智能诊断
Co-authors
Cooperation Journals
C
Chuanfang Zhang
H-index: 55 · Papers: 167
彭开香 cover
彭开香 (Kaixiang Peng)
H-index: 40 · Papers: 366
C
Congcong Zhang
H-index: 36 · Papers: 127
董
董杰 (Jie Dong)
H-index: 34 · Papers: 427
M
Mengwei Wang
H-index: 26 · Papers: 86
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