期刊文献+

Model Reduction and Controller Design for a Nonlinear Heat Conduction Problem Using Finite Element Method 被引量:1

Model Reduction and Controller Design for a Nonlinear Heat Conduction Problem Using Finite Element Method
原文传递
导出
摘要 The mathematical models for dynamic distributed parameter systems are given by systems of partial differential equations. With nonlinear material properties, the corresponding finite element (FE) models are large systems of nonlinear ordinary differential equations. However, in most cases, the actual dynamics of interest involve only a few of the variables, for which model reduction strategies based on system theoretical concepts can be immensely useful. This paper considers the problem of controlling a three dimensional profile on nontrivial geometries. Dynamic model is obtained by discretizing the domain using FE method. A nonlinear control law is proposed which transfers any arbitrary initial temperature profile to another arbitrary desired one. The large dynamic model is reduced using proper orthogonal decomposition (POD). Finally, the stability of the control law is proved through Lyapunov analysis. Results of numerical implementation are presented and possible further extensions are identified. The mathematical models for dynamic distributed parameter systems are given by systems of partial differential equations. With nonlinear material properties, the corresponding finite element (FE) models are large systems of nonlinear ordinary differential equations. However, in most cases, the actual dynamics of interest involve only a few of the variables, for which model reduction strategies based on system theoretical concepts can be immensely useful. This paper considers the problem of controlling a three dimensional profile on nontrivial geometries. Dynamic model is obtained by discretizing the domain using FE method. A nonlinear control law is proposed which transfers any arbitrary initial temperature profile to another arbitrary desired one. The large dynamic model is reduced using proper orthogonal decomposition (POD). Finally, the stability of the control law is proved through Lyapunov analysis. Results of numerical implementation are presented and possible further extensions are identified.
出处 《International Journal of Automation and computing》 EI 2012年第5期474-479,共6页 国际自动化与计算杂志(英文版)
关键词 Thermal systems partial differential equations finite element (FE) models model reduction techniques proper orthogonal decomposition (POD) nonlinear control Lyapunov stability Thermal systems, partial differential equations, finite element (FE) models, model reduction techniques, proper orthogonal decomposition (POD), nonlinear control, Lyapunov stability
  • 相关文献

参考文献17

  • 1M. V. K. Chari,S. J. Salon.Numerical Methods in Electromagnetism. . 2000
  • 2M. A. Singer,W. H. Green.Using adaptive proper orthogonal decomposition to solve the reaction-diffusion equation. Applied Numerical Mathematics . 2009
  • 3R. W. Freund.Krylov-subspace methods for reduced-order modeling in circuit simulation. Journal for Computational and Applied Mathematics . 2000
  • 4A. Chatterjee.An introduction to the proper orthogonal decomposition. Current Science . 2000
  • 5Rowley C W.Model reduction for fluids, using balanced proper orthogonal decomposition. International Journal on Bifurcation and Chaos . 2005
  • 6Y. Zhai,L. Vu-Quoc.Analysis of power magnetic components with nonlinear static hysteresis: Proper orthogonal decomposition and model reduction. IEEE Transactions on Magnetics . 2007
  • 7B. N. Datta.Krylov subspace methods for large-scale matrix problems in control. Future Generation Computer Systems . 2003
  • 8E. J. Grimme.Krylov Projection Methods for Model Reduction. . 1997
  • 9D. Chaniotis,M. A. Pai.Model reduction in power systems using Krylov subspace methods. IEEE Transactions on Power Systems . 2006
  • 10D.M.Boskovid,M.Krstid,W.J.Liu.Boundary control of unstable heat equation via measurement of domain-averaged temperature. IEEE Transactions on Automatic Control . 2001

同被引文献3

引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部