收藏本站
《第36届中国控制会议论文集(A)》2017年
收藏 | 手机打开
二维码
手机客户端打开本文

Identification of Distributed Parameter System with Recurrent Trajectory via Deterministic Learning

Xunde Dong  Cong Wang  Wenjie Si  
【摘要】:In the paper, a novel method for identification of distributed parameter system(DPS) with recurrent trajectory via deterministic learning is proposed. The system dynamics rather than the system parameters or system structure is identified,which is completely different from the existing literature. The DPS, which is often described by partial differential equation(PDE), is first transformed into a set of ordinary differential equations(ODEs) by using a special case of finite difference method,method of lines. Then, the system dynamics at each discrete node is identified by using deterministic learning. Without loss of generality, the DPS dynamics at any spatial point in the spatial domain Ω can also be accurately identified by using the proposed method. It will be more appropriate for DPS identification in many physical systems whose both structure and parameters are unknown. Simulation results have shown the feasibility and efficient of the proposed method.
【作者单位】:College of Automation Science and Engineering,South China University of Technology
【基金】:supported by National Natural Science Foundation (NNSF) of China under Grant 61527811 the Science and Technology Program of Guangzhou,China under Grant 201605091552352
【分类号】:N945.14
【正文快照】:
1 IntroductionDistributed parameter system(DPS)is a class of dynami-cal systems whose states vary both temporally and spatially[1].Thus,its states are infinite dimensional,which is op-posed to the lumped parameter system(LPS).They are reg-ularly encounte

【相似文献】
中国期刊全文数据库 前10条
1 王哲民;;A GENERAL DETERMINISTIC PIVOT METHOD FOR ORIENTED MATROID PROGRAMMING[J];Chinese Annals of Mathematics;1992年02期
2 石晓法,王金德;APPROXIMATE LAGRANGE MULTIPLIER ALGORITHM FOR STOCHASTIC PROGRAMS WITH COMPLETE RECOURSE:NONLINEAR DETERMINISTIC CONSTRAINTS[J];Acta Mathematicae Applicatae Sinica(English Series);1992年03期
3 厉力华;何振亚;;ON MULTIPATH SIGNAL RESOLUTION AND ITS PERFORMANCE BOUNDS[J];Journal of Southeast University(English Edition);1993年01期
4 ;Dynamical Implications of Earthquake Modeling Using Stochastic Cellular Automata[J];Earthquake Research in China;1995年04期
5 ;Preliminary Research on the Dynamics of Resetting Complex System by Using the Time Series[J];Earthquake Research in China;1994年04期
6 赵凯;Christoph Jungemann;刘晓彦;;A deterministic method study of the impact of the Pauli principle in double-gate MOSFETs[J];Chinese Physics B;2012年11期
7 张娟;吴文丰;;Topological Properties of Complex Networks with Different Types of Nodes[J];Journal of Donghua University(English Edition);2009年04期
8 ;Evaluation of Probabilistic Earthquake Prediction and Decision-making of Releasing Predictions to the Public[J];Earthquake Research in China;1994年02期
9 ;Determination of Scenario Earthquakes for Zigong City[J];Earthquake Research in China;2000年02期
10 张涛;汪波;;Research on Optimal Design for Reliability of Fuze Components[J];Journal of China Ordnance;2009年04期
中国重要会议论文全文数据库 前10条
1 ;The oscillations in N_2O decomposition on Cu-ZSM-5[A];中国化学会第28届学术年会第13分会场摘要集[C];2012年
2 ;The Convergence of Parameter Estimates and the Real Structure Information of Plant are both Unnecessary for a General Self-Tuning Control System - Arbitrary Deterministic Plant[A];第24届中国控制与决策会议论文集[C];2012年
3 ;Stabilization Control of Deterministic Networked Control Systems[A];第二十九届中国控制会议论文集[C];2010年
4 David J.Hill;;Deterministic Learning From State Observation[A];第二十三届中国控制会议论文集(下册)[C];2004年
5 ;ON THE VALIDATION OF A LFT PERTURBED MODEL SET THROUGH FREQUENCY DOMAIN DATA[A];第二十届中国控制会议论文集(上)[C];2001年
6 ;Multiscaled simulation of Ca~(2+) signaling in hepatoctes[A];第九届全国钙信号和细胞功能研讨会论文摘要集[C];2012年
7 ;Persistency of Excitation and Performance of Deterministic Learning[A];中国自动化学会控制理论专业委员会D卷[C];2011年
8 ;Deterministic Learning of a Class of Nonlinear Systems with Relaxed Conditions[A];中国自动化学会控制理论专业委员会D卷[C];2011年
9 Nizar Malangadan;Haseen Rahman;Gaurav Raina;;Non-linear oscillations in TCP networks with Drop-Tail buffers[A];第25届中国控制与决策会议论文集[C];2013年
10 Tianrui Chen;Cong Wang;David J. Hill;;Rapid Oscillation Fault Detection for Distributed System via Deterministic Learning[A];第25届中国控制与决策会议论文集[C];2013年
 快捷付款方式  订购知网充值卡  订购热线  帮助中心
  • 400-819-9993
  • 010-62791813
  • 010-62985026