Wasserstein Distance guided Adversarial Imitation Learning with Reward Shape Exploration
Zhang, Ming, Wang, Yawei, Ma, Xiaoteng, Xia, Li, Yang, Jun, Li, Zhiheng, Li, Xiu
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
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Conference Proceeding
Industrial Process Modeling and Fault Detection with Recurrent Kalman Variational Autoencoder
Zhang, Zheng, Zhu, Jinlin, liu, Yang, Ge, Zhiqiang
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
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Conference Proceeding
A Multi-Label Method of State Partition and Fault Diagnosis Based on Binary Relevance Algorithm
Li, Fengying, Ma, Xin, Wang, Youqing
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
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Conference Proceeding
Adaptive Dynamic Programming Method for Optimal Battery Management of Battery Electric Vehicle
Xue, Jiguang, Yan, Chunsheng, Wang, Dan, Wang, Jun, Wu, Jun, Liao, Zehua
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
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Conference Proceeding
Attention M-net for Automatic Pixel-Level Micro-crack Detection of Photovoltaic Module Cells in Electroluminescence Images
Jiang, Yu, Zhao, Chunhui, Ding, Waner, Hong, Ling, Shen, Qu
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
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Conference Proceeding
A Deep Learning Model with Adaptive Learning Rate for Fault Diagnosis
Zhai, Xiaodong, Qiao, Fei
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
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Conference Proceeding
Yarn-dyed Fabric Defect Detection using U-shaped De-noising Convolutional Auto-Encoder
Zhang, Hong-wei, Tan, Quan-lu, Lu, Shuai, Ge, Zhi-qiang, Gu, De
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
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Conference Proceeding
A New Compound Fault Diagnosis Method for Gearbox Based on Convolutional Neural Network
Xia, Mingxuan, Mao, Zehui, Zhang, Rui, Jiang, Bin, Wei, Muheng
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
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Conference Proceeding
A Multi-Channel Multi-Head CNN Framework for Fault Classification in Industrial Process
Wu, Hui, Wang, Yan, Lin, Junyu, Yang, Weidong, Wang, Yanwei, Zheng, Ying
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
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Conference Proceeding
DNN-based Implementation of Data-Driven Iterative Learning Control for Unknown System Dynamics
Li, Junkang, Fang, Yong, Ge, Yu, Wu, Yuzhou
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
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Conference Proceeding
Application of ARIMA Model in Fault Diagnosis of TEP
Mu, Wei, Zhang, Aihua, Gao, Wenxiao, Huo, Xing
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
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Conference Proceeding
Multi-label Disease Diagnosis Based on Unbalanced ECG Data
Rong, Peishan, Luo, Tao, Li, Jianfeng, Li, Kai
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
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Conference Proceeding
PH Control of Slurry in Wet Flue Gas Desulfurization Based on Model Free Adaptive Control
Liu, Jian, Li, Xiaoli, Li, Yang
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
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Conference Proceeding
Position Control of an Underwater Biomimetic Vehicle-Manipulator System via Reinforcement Learning
Ma, Ruichen, Wang, Yu, Gao, Zisen, Zhao, Tianzi, Wang, Rui, Wang, Shuo, Zhou, Chao
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
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Conference Proceeding
Prediction of Remaining Useful Life of Proton Exchange Membrane Fuel Cell based on Wavelet-LSTM
Xin, Yingjie, Hu, Yanyan
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
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Conference Proceeding
Fault Diagnosis of Rolling Bearing Based on Improved LeNet-5 CNN
Li, Siyu, Xie, Guo, Ji, Wenjiang, Hei, Xinhong, Chen, Wenbin
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
Published in 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS) (20.11.2020)
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Conference Proceeding