Yu Ding

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

A Generative Adversarial Network-Based Intelligent Fault Diagnosis Method for Rotating Machinery Under Small Sample Size Conditions

Yu Ding, Liang Ma, Jian Ma et al. · IEEE Access · 2019 · 107 citations · Full text

Computing, Computer Science, Industrial Engineering +17

A hybrid transfer learning scheme for remaining useful life prediction and cycle life test optimization of different formulation Li-ion power batteries

Jian Ma, Pengchao Shang, Xinyu Zou et al. · Applied Energy · 2020 · 91 citations

Engineering, Chemical Engineering, Electrochemical Engineering +16

An interpretable data augmentation scheme for machine fault diagnosis based on a sparsity-constrained generative adversarial network

Liang Ma, Yu Ding, Zili Wang et al. · Expert Systems with Applications · 2021 · 80 citations

Computing, Computer Engineering, Computer Science +16

Cycle life test optimization for different Li-ion power battery formulations using a hybrid remaining-useful-life prediction method

Jian Ma, Shu Xu, Pengchao Shang et al. · Applied Energy · 2020 · 66 citations

Engineering, Materials Engineering, Design Optimization +15