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A neural network-based model predictive controller for displacement tracking of piezoelectric actuator with feedback delays 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2021, 卷号: 18, 期号: 6, 页码: 11
作者:  Du, Zhangming;  Zhou, Chao;  Cao, Zhiqiang;  Wang, Shuo;  Cheng, Long;  Tan, Min
Adobe PDF(662Kb)  |  收藏  |  浏览/下载：321/62  |  提交时间：2021/12/28
Piezoelectric actuator  neural network  displacement tracking  model predictive control  
A Measuring Method for Nano Displacement Based on Fusing Data of Self-Sensing and Time-Digit-Conversion 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 183070-183080
作者:  Du, Zhangming;  Zhou, Chao;  Zhang, Tianlu;  Deng, Lu;  Cao, Zhiqiang;  Cheng, Long
Adobe PDF(2959Kb)  |  收藏  |  浏览/下载：297/46  |  提交时间：2020/03/30
Nano-scale measurement  multi-rate fusion  self-sensing  TDC  
A neural network based controller for piezoelectric-actuated stick-slip devices 期刊论文
IEEE Transactions on Industrial Electronics, 2018, 卷号: 65, 期号: 3, 页码: 2598-2607
作者:  Long Cheng;   Weichuan Liu;   Chenguang Yang;   Tingwen Huang;   Zeng-Guang Hou;   Min Tan
收藏  |  浏览/下载：180/0  |  提交时间：2019/02/14
End-effector  neural network  piezoelectric actuator (PEA)  stick–slip  
An Inversion-Free Predictive Controller for Piezoelectric Actuators Based on a Dynamic Linearized Neural Network Model 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2016, 卷号: 21, 期号: 1, 页码: 214-226
作者:  Liu, Weichuan;  Cheng, Long;  Hou, ZengGuan;  Yu, Junzhi;  Tan, Min
Adobe PDF(4915Kb)  |  收藏  |  浏览/下载：425/134  |  提交时间：2016/06/14
Dynamic Linearization  Hysteresis  Model Predictive Control (Mpc)  Neural Network Modeling  Piezoelectric Actuators  
Neural-Network-Based Nonlinear Model Predictive Control for Piezoelectric Actuators 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 卷号: 62, 期号: 12, 页码: 7717-7727
作者:  Cheng, Long;  Liu, Weichuan;  Hou, ZengGuang;  Yu, Junzhi;  Tan, Min
Adobe PDF(1541Kb)  |  收藏  |  浏览/下载：753/283  |  提交时间：2016/01/18
Neuralnetworks  Nonlinearautoregressive-moving-average With Exogenous Inputs (Narmax)  Piezoelectric Actuator (Pea)  Predictive Control