State and parameter identification of linearized water wave equation via adjoint method

被引:0
|
作者
Yang YU [1 ]
ChengZhong XU [2 ]
HaiLong PEI [3 ]
Jinpeng YU [1 ]
机构
[1] School of Automation, Qingdao University
[2] LAGEP, Batiment CPE, University Claude Bernard-Lyon
[3] School of Automation Science and Engineering, Key Laboratory of Autonomous Systems and Networked Control,Ministry of Education, Guangdong Engineering Technology Research Center of Unmanned Aerial Vehicle System,South China University of
关键词
D O I
暂无
中图分类号
O35 [流体力学]; O175 [微分方程、积分方程];
学科分类号
080103 ; 080704 ; 070104 ;
摘要
In this paper, we focus on the state and parameter identification problem of a hydrodynamical system. This system is modeled as a linearized water wave equation(LWWE), a hyperbolic state-space model coupled with a Laplace equation. We assume that the wave elevation at two distinct points is the only measurement of water waves. We show that the state and water depth can be reconstructed from this point measurement records. The identification problem is recast as an optimization problem over an infinite-dimensional space. We propose the adjoint method-based identification algorithm to generate an estimated state and water depth. We then performed a numerical simulation to show the effectiveness of our designed algorithm by comparing it with existing studies.
引用
收藏
页码:283 / 297
页数:15
相关论文
共 50 条
  • [32] A linear regularization method for a parameter identification problem in heat equation
    Mondal, Subhankar
    Nair, M. Thamban
    JOURNAL OF INVERSE AND ILL-POSED PROBLEMS, 2020, 28 (02): : 251 - 273
  • [33] DC motor parameter identification using equation error method
    Andrius Petrovas
    Aurelijus Pitrėnas
    Zita Savickienė
    Electrical Engineering, 2018, 100 : 415 - 423
  • [34] DC motor parameter identification using equation error method
    Petrovas, Andrius
    Pitrenas, Aurelijus
    Savickiene, Zita
    ELECTRICAL ENGINEERING, 2018, 100 (02) : 415 - 423
  • [35] State and parameter estimation in 1-D hyperbolic PDEs based on an adjoint method
    Van Tri Nguyen
    Georges, Didier
    Besancon, Gildas
    AUTOMATICA, 2016, 67 : 185 - 191
  • [36] WEIGHTED ENERGY METHOD AND LONG WAVE SHORT WAVE DECOMPOSITION ON THE LINEARIZED COMPRESSIBLE NAVIER-STOKES EQUATION
    Choi, Sun-Ho
    NETWORKS AND HETEROGENEOUS MEDIA, 2013, 8 (02) : 465 - 479
  • [37] Parameter identification of multi-body railway vehicle models - Application of the adjoint state approach
    Kraft, S.
    Puel, G.
    Aubry, D.
    Funfschilling, C.
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2016, 80 : 517 - 532
  • [38] Experimental Validation of a Linearized Kinematic Wave Equation for Micro-Catchment Water Harvesting Design
    S. Giakoumakis
    G. Tsakiris
    Water Resources Management, 2001, 15 : 235 - 246
  • [39] Experimental validation of a linearized kinematic wave equation for micro-catchment water harvesting design
    Giakoumakis, S
    Tsakiris, G
    WATER RESOURCES MANAGEMENT, 2001, 15 (04) : 235 - 246
  • [40] DERIVATIVE METHOD TO DEVELOP A COHESION PARAMETER OF A CUBIC EQUATION OF STATE
    ADACHI, Y
    SUGIE, H
    JOURNAL OF CHEMICAL ENGINEERING OF JAPAN, 1987, 20 (04) : 424 - 426