
(副教授Associate Professor、博士Doctor)
1.研究領(lǐng)域 Research field:
數(shù)據(jù)科學(xué)與工程、機(jī)器學(xué)習(xí)與人工智能
Data Science and Engineering, Machine Learning and Artificial Intelligence
2.主要代表成果Research achievements:
[1]主持國家自然科學(xué)基金青年基金:“基于多通道信號深度特征挖掘的汽車主減速器智能故障診斷方法研究”
[2]主持省級科研項(xiàng)目:“基于深度特征挖掘的汽車主減速器智能故障診斷方法研究”
[3]A Multichannel Data Fusion Method Based on Multiple Deep Belief Networks for Intelligent Fault Diagnosis of Main Reducer, symmetry, 2020, 12(3) (SCI)
[4]A Framework for Final Drive Simultaneous Failure Diagnosis Based on Fuzzy Entropy and Sparse Bayesian Extreme Learning Machine, Computational Intelligence and Neuroscience, 2015, 2015(2015): 1-12 (SCI)
[5]Enhancement of ELM by clustering discrimination manifold regularization and multi-objective FOA for semi-s upervised classification, Computational Intelligence and Neuroscience, 2015, 2015(2015): 1-10 (SCI)
[6]A Deep Learning Model for Fault Diagnosis with a Deep Neural Network and Feature Fusion on Multi-Channel Sensory Signals, Sensors (Switzerland), 2020, 20(15): 1-19 (SCI)
[7]An Unsupervised Deep Feature Learning Model Based on Parallel Convolutional Autoencoder for Intelligent Fault Diagnosis of Main Reducer, Computational Intelligence and Neuroscience, 2021, 2021: 1-12(SCI)
3.電子郵箱(EMAIL): 89013007@qq.com