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Learning for Depth Control of a Robotic Penguin: A Data-Driven Model Predictive Control Approach 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 卷号: 70, 期号: 11, 页码: 11422-11432
作者:  Pan, Jie;  Zhang, Pengfei;  Wang, Jian;  Liu, Mingxin;  Yu, Junzhi
收藏  |  浏览/下载：35/0  |  提交时间：2023/11/17
Data-driven model predictive control (MPC)  depth control  motion control  reinforcement learning (RL)  robotic penguin  
Self-Learning Optimal Control for Ice-Storage Air Conditioning Systems via Data-Based Adaptive Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 4, 页码: 3599-3608
作者:  Wei, Qinglai;  Liao, Zehua;  Song, Ruizhuo;  Zhang, Pinjia;  Wang, Zhuo;  Xiao, Jun
Adobe PDF(3395Kb)  |  收藏  |  浏览/下载：347/35  |  提交时间：2021/03/02
Optimal control  Air conditioning  Load modeling  Neural networks  Dynamic programming  Predictive models  Adaptive dynamic programming (ADP)  cooling load prediction  ice-storage air conditioning (IAC)  neural network  optimal control  
Incremental Updating Multirobot Formation Using Nonlinear Model Predictive Control Method With General Projection Neural Network 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 卷号: 66, 期号: 6, 页码: 4502-4512
作者:  Xiao, Hanzhen;  Chen, C. L. Philip
收藏  |  浏览/下载：222/0  |  提交时间：2019/07/12
General projection neural network (GPNN)  incremental updating method  multirobot formation control  nonlinear model predictive control (NMPC)  
An Adaptive Takagi-Sugeno Fuzzy Model-Based Predictive Controller for Piezoelectric Actuators 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 卷号: 64, 期号: 4, 页码: 3048-3058
作者:  Cheng, Long;  Liu, Weichuan;  Hou, Zeng-Guang;  Huang, Tingwen;  Yu, Junzhi;  Tan, Min
收藏  |  浏览/下载：300/0  |  提交时间：2017/05/05
Adaptive  Fuzzy Modeling  Hysteresis  Model Predictive Control (Mpc)  Parallel Distributed Control  Piezoelectric Actuators (Peas)  
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：736/282  |  提交时间：2016/01/18
Neuralnetworks  Nonlinearautoregressive-moving-average With Exogenous Inputs (Narmax)  Piezoelectric Actuator (Pea)  Predictive Control