Mingliang Suo

Intelligent fault diagnosis for rotating machinery using deep Q-network based health state classification: A deep reinforcement learning approach

Yu Ding, Liang Ma, Jian Ma et al. · Advanced Engineering Informatics · 2019 · 163 citations

Computing, Computer Science, Artificial Intelligence +15

An end-to-end framework for remaining useful life prediction of rolling bearing based on feature pre-extraction mechanism and deep adaptive transformer model

Xuanyuan Su, Hongmei Liu, Laifa Tao et al. · Computers & Industrial Engineering · 2021 · 108 citations

Computing, Computer Science, Feature Engineering +16

Data-driven fault diagnosis of satellite power system using fuzzy Bayes risk and SVM

Mingliang Suo, Baolong Zhu, Ruoming An et al. · Aerospace Science and Technology · 2018 · 70 citations

Computing, Computer Science, Systems Engineering +16

Single-parameter decision-theoretic rough set

Mingliang Suo, Laifa Tao, Baolong Zhu et al. · Information Sciences · 2020 · 34 citations

Business, Decision Sciences, Mathematics +6

Soft decision-making based on decision-theoretic rough set and Takagi-Sugeno fuzzy model with application to the autonomous fault diagnosis of satellite power system

Mingliang Suo, Laifa Tao, Baolong Zhu et al. · Aerospace Science and Technology · 2020 · 32 citations

Business, Electrical Engineering, Systems Engineering +13