Liang Ma

A novel data-based quality-related fault diagnosis scheme for fault detection and root cause diagnosis with application to hot strip mill process

Liang Ma, Jie Dong, Kaixiang Peng et al. · Control Engineering Practice · 2017 · 72 citations

Engineering, Computer Engineering, Manufacturing Engineering +16

Root cause diagnosis of quality-related faults in industrial multimode processes using robust Gaussian mixture model and transfer entropy

Liang Ma, Jie Dong, Kaixiang Peng · Neurocomputing · 2018 · 55 citations

Engineering, Industrial Engineering, Systems Engineering +15

A Practical Root Cause Diagnosis Framework for Quality-Related Faults in Manufacturing Processes With Irregular Sampling Measurements

Liang Ma, Jie Dong, Kaixiang Peng · IEEE Transactions on Instrumentation and Measurement · 2022 · 41 citations

Engineering, Industrial Engineering, Manufacturing Engineering +16

A missing manufacturing process data imputation framework for nonlinear dynamic soft sensor modeling and its application

Liang Ma, Mengwei Wang, Kaixiang Peng · Expert Systems with Applications · 2023 · 40 citations

Engineering, Industrial Engineering, Manufacturing Engineering +14

Nonlinear Dynamic Granger Causality Analysis Framework for Root-Cause Diagnosis of Quality-Related Faults in Manufacturing Processes

Liang Ma, Mengwei Wang, Kaixiang Peng · IEEE Transactions on Automation Science and Engineering · 2023 · 38 citations

Engineering, Industrial Engineering, Manufacturing Engineering +15