A journal of IEEE and CAA , publishes high-quality papers in English on original theoretical/experimental research and development in all areas of automation
Volume 6 Issue 4
Jul.  2019

IEEE/CAA Journal of Automatica Sinica

  • JCR Impact Factor: 15.3, Top 1 (SCI Q1)
    CiteScore: 23.5, Top 2% (Q1)
    Google Scholar h5-index: 77, TOP 5
Turn off MathJax
Article Contents
Tehuan Chen and Zhigang Ren, "Optimal Valve Closure Operations for Pressure Suppression in Fluid Transport Pipelines," IEEE/CAA J. Autom. Sinica, vol. 6, no. 4, pp. 1010-1018, July 2019. doi: 10.1109/JAS.2019.1911585
Citation: Tehuan Chen and Zhigang Ren, "Optimal Valve Closure Operations for Pressure Suppression in Fluid Transport Pipelines," IEEE/CAA J. Autom. Sinica, vol. 6, no. 4, pp. 1010-1018, July 2019. doi: 10.1109/JAS.2019.1911585

Optimal Valve Closure Operations for Pressure Suppression in Fluid Transport Pipelines

doi: 10.1109/JAS.2019.1911585
Funds:  This work was partially supported by the National Natural Science Foundation of China (61703217, 61703114), the K. C. Wong Magna Fund in Ningbo University, the Open Project of Key Laboratory of Industrial Internet of Things and Networked Control (2018FF02) and the Open Research Project of the State Key Laboratory of Industrial Control Technology, Zhejiang University, China (ICT1900313)
More Information
  • When a valve is suddenly closed in fluid transport pipelines, a pressure surge or shock is created along the pipeline due to the momentum change. This phenomenon, called hydraulic shock, can cause major damage to the pipelines. In this paper, we introduce a hyperbolic partial differential equation (PDE) system to describe the fluid flow in the pipeline and propose an optimal boundary control problem for pressure suppression during the valve closure. The boundary control in this system is related to the valve actuation located at the pipeline terminus through a valve closing model. To solve this optimal boundary control problem, we use the method of lines and orthogonal collocation to obtain a spatial-temporal discretization model based on the original pipeline transmission PDE system. Then, the optimal boundary control problem is reduced to a nonlinear programming (NLP) problem that can be solved using nonlinear optimization techniques such as sequential quadratic programming (SQP). Finally, we conclude the paper with simulation results demonstrating that the full parameterization (FP) method eliminates pressure shock effectively and costs less computation time compared with the control vector parameterization (CVP) method.

     

  • loading
  • [1]
    M. Zhao and X. Sun, " Singular value decomposition-based collocation spectral method for quasi-two-dimensional laminar water hammer problems,” J. Hydraulic Engineering, vol. 143, no. 7, pp. 04017014, 2017. doi: 10.1061/(ASCE)HY.1943-7900.0001298
    [2]
    C. Xu, Y. Dong, Z. Ren, H. Jiang, and X. Yu, " Sensor deployment for pipeline leakage detection via optimal boundary control strategies,” J. Industrial and Management Optimization, vol. 11, no. 1, pp. 199–216, 2015.
    [3]
    C. Bombardieri, T. Traudt, and C. Manfletti, " Experimental and numerical analysis of water hammer during the filling process of pipelines,” in Space Propulsion, Jan. 2014.
    [4]
    Q. Yankai, L. Baoren, F. Xiaoyun, Y. Gang, and H. Junhua, " Suppressing water hammer of ship steering systems with hydraulic accumulator,” in Proc. Institution of Mechanical Engineers, Part E: J. Process Mechanical Engineering, 2013.
    [5]
    A. Keramat, A. S. Tijsseling, Q. Hou, and A. Ahmadi, " Fluid-structure interaction with pipe-wall viscoelasticity during water hammer,” J. Fluids and Structures, vol. 28, pp. 434–455, 2012. doi: 10.1016/j.jfluidstructs.2011.11.001
    [6]
    A. Adamkowski, S. Henclik, W. Janicki, and M. Lewandowski, " The influence of pipeline supports stiffness onto the water hammer run,” European J. Mechanics-B/Fluids, vol. 61, pp. 297–303, 2017. doi: 10.1016/j.euromechflu.2016.09.010
    [7]
    T. Larsen, Water Hammer in Pumped Sewer Mains. Aalborg University Press, 2012.
    [8]
    B. Luo, D. Liu, H. Wu, D. Wang, and F. L. Lewis, " Policy gradient adaptive dynamic programming for data-based optimal control,” IEEE Trans. Cybernetics, vol. 47, no. 10, pp. 3341–3354, 2017. doi: 10.1109/TCYB.2016.2623859
    [9]
    Z. Zhou, C. Yu, and K. L. Teo, " Some new results on integral-type backstepping method for a control problem governed by a linear heat equation,” IEEE Trans. Automatic Control, vol. 62, no. 7, pp. 3640–3645, 2017. doi: 10.1109/TAC.2017.2671778
    [10]
    W. He, C. Sun, and S. S. Ge, " Top tension control of a flexible marine riser by using integral-barrier Lyapunov function,” IEEE-ASME Trans. Mechatronics, vol. 20, no. 2, pp. 497–505, 2015. doi: 10.1109/TMECH.2014.2331713
    [11]
    M. Krstic and A. Smyshlyaev, Boundary Control of PDEs: A Course on Backstepping Designs. SIAM, 2008.
    [12]
    L. Cen, Y. Xi, D. Li, and Y. Cen, " Boundary feedback control of open canals with a Riemann invariants approach,” Trans. Institute of Measurement and Control, vol. 37, no. 7, pp. 900–908, 2015. doi: 10.1177/0142331213512365
    [13]
    L. Cen and Y. Xi, " Stability of boundary feedback control based on weighted Lyapunov function in networks of open channels,” Acta Autom. Sinica, vol. 35, no. 1, pp. 97–102, 2009.
    [14]
    D. Huang, S. Chernyshenko, P. J. Goulart, D. Lasagna, O. R. Tutty, and F. Fuentes, " Sum-of-squares of polynomials approach to nonlinear stability of fluid flows: an example of application,” Proce. Royal Society A:Mathematical,Physical and Engineering Sciences, vol. 471, no. 2183, pp. 20150622, 2015. doi: 10.1098/rspa.2015.0622
    [15]
    G. Bastin and J. M. Coron, Stability and Boundary Stabilization of 1-D Hyperbolic Systems. Springer International Publishing, 2016.
    [16]
    J. M. Coron, R. Vazquez, M. Krstic, and G. Bastin, " Local exponential H2 stabilization of a 2 × 2 quasilinear hyperbolic system using backstepping,” SIAM J. Control and Optimization, vol. 51, no. 3, pp. 2005–2035, 2013. doi: 10.1137/120875739
    [17]
    A. Diagne, M. Diagne, S. Tang, and M. Krstic, " Backstepping stabilization of the linearized saint-venant-exner model,” Automatica, vol. 76, pp. 345–354, 2017. doi: 10.1016/j.automatica.2016.10.017
    [18]
    T. V. Pham, D. Georges, and G. Besancçon, " Receding horizon boundary control of nonlinear conservation laws with shock avoidance,” Automatica, vol. 48, no. 9, pp. 2244–2251, 2012. doi: 10.1016/j.automatica.2012.06.025
    [19]
    X. Litrico and V. Fromion, " Boundary control of linearized Saint-Venant equations oscillating modes,” Automatica, vol. 42, no. 6, pp. 967–972, 2006. doi: 10.1016/j.automatica.2006.02.002
    [20]
    W. Zeng, J. Yang, J. Hu, and J. Yang, " Guide-vane closing schemes for pump-turbines based on transient characteristics in S-shaped region,” J. Fluids Engineering, vol. 138, no. 5, pp. 051302, 2016. doi: 10.1115/1.4032069
    [21]
    O. Skulovich, P. L. Sela, and A. Ostfeld, " Optimal closure of system actuators for transient control: an analytical approach,” J. Hydroinformatics, vol. 18, no. 3, pp. 393–408, 2016. doi: 10.2166/hydro.2015.121
    [22]
    Y. Cui, S. Hou, D. Li, Y. Xi, and L. Cen, " The optimization of location and control of pump stations in urban drainage system, ” in Proc. Chinese Control Conf., Chengdu, China, 2016.
    [23]
    J. Nault and B. Karney, " Improved rigid water column formulation for simulating slow transients and controlled operations,” J. Hydraulic Engineering, vol. 142, no. 9, pp. 04016025, 2016. doi: 10.1061/(ASCE)HY.1943-7900.0001145
    [24]
    T. Chen, Z. Ren, C. Xu, and R. Loxton, " Optimal boundary control for water hammer suppression in fluid transmission pipelines,” Computers &Mathematics with Applications, vol. 69, no. 4, pp. 275–290, 2015.
    [25]
    Z. Ren, C. Xu, Q. Lin, R. Loxton, and K. L. Teo, " Dynamic optimization of open-loop input signals for ramp-up current profiles in tokamak plasmas,” Communications in Nonlinear Science and Numerical Simulation, vol. 32, pp. 31–48, 2016. doi: 10.1016/j.cnsns.2015.08.005
    [26]
    Z. Ren, T. Chen, and Z. Wu, " Optimal matching control of a low energy charged particle beam in particle accelerators,” IEEE/CAA J. Autom. Sinica, vol. 6, no. 2, pp. 460–470, 2019. doi: 10.1109/JAS.6570654
    [27]
    Z. Ren, Z. Zhou, C. Xu, Z. Wu, and T. Chen, " Computational bilinear optimal control for a class of one-dimensional MHD flow systems,” ISA Trans., vol. 85, pp. 129–140, 2019. doi: 10.1016/j.isatra.2018.10.029
    [28]
    T. Chen and C. Xu, " Computational optimal control of the Saint-Venant PDE model using the time-scaling technique,” Asia-Pacific J. Chemical Engineering, vol. 11, no. 1, pp. 70–80, 2016. doi: 10.1002/apj.v11.1
    [29]
    T. Chen and Z. Ren, " Control of water hammer suppression via timescaling technique,” Control Theory and Applications, vol. 35, no. 2, pp. 198–206, 2018.
    [30]
    L. T. Biegler, Nonlinear Programming: Concepts, Algorithms, and Applications to Chemical Processes. Society for Industrial and Applied Mathematics, 2010.
    [31]
    M. S. Ghidaoui, " On the fundamental equations of water hammer,” Urban Water J., vol. 1, no. 2, pp. 71–83, 2004. doi: 10.1080/15730620412331290001
    [32]
    G. He, Y. Liang, Y. Li, M. Wu, L. Sun, C. Xie, and F. Li, " A method for simulating the entire leaking process and calculating the liquid leakage volume of a damaged pressurized pipeline,” J. Hazardous Materials, vol. 332, pp. 19–32, 2017. doi: 10.1016/j.jhazmat.2017.02.039
    [33]
    E. B. Wylie, V. L. Streeter, and L. Suo, Fluid Transients in Systems. Prentice Hall, Englewood Cliffs, 1993.
    [34]
    K. Yoshida and T. Ishikawa, " Flood hydrograph estimation using an adjoint shallow-water model,” J. Hydro-environment Research, vol. 9, no. 3, pp. 429–440, 2015. doi: 10.1016/j.jher.2014.12.003
    [35]
    T. Chen, C. Xu,, Q. Lin, R. Loxton, and K. L. Teo, " Water hammer mitigation via PDE-constrained optimization,” Control Engineering Practice, vol. 45, pp. 54–63, 2015. doi: 10.1016/j.conengprac.2015.08.008
    [36]
    W. E. Schiesser, Method of Iines PDE Analysis in Biomedical Science and Engineering. John Wiley & Sons, 2016.
    [37]
    D. Greenspan, Numerical Analysis. CRC Press, 2018.
    [38]
    K. Li and Y. Han, " Modelling for motor load torque with dynamic load changes of beam pumping units based on a serial hybrid model,” Trans. Institute of Measurement and Control, vol. 40, no. 3, pp. 903–917, 2018. doi: 10.1177/0142331216670454
    [39]
    K. Li, Y. Han, and T. Wang, " A novel prediction method for down-hole working conditions of the beam pumping unit based on 8-directions chain codes and online sequential extreme learning machine,” J. Petroleum Science and Engineering, vol. 160, pp. 285–301, 2018. doi: 10.1016/j.petrol.2017.10.052
    [40]
    Z. Tian, S. Li, and Y. Wang, " The multi-objective optimization model of flue aimed temperature of coke oven,” J. Chemical Engineering of Japan, vol. 51, no. 8, pp. 683–694, 2018. doi: 10.1252/jcej.17we159
    [41]
    J. Fu, J. M. Faust, B. Chachuat, and A. Mitsos, " Local optimization of dynamic programs with guaranteed satisfaction of path constraints,” Automatica, vol. 62, pp. 184–192, 2015. doi: 10.1016/j.automatica.2015.09.013
    [42]
    Z. Tian, S. Li, Y. Wang, and X. Wang, " SVM predictive control for calcination zone temperature in lime rotary kiln with improved pso algorithm,” Trans. Institute of Measurement and Control, vol. 40, no. 10, pp. 3134–3146, 2018. doi: 10.1177/0142331217716983

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(7)  / Tables(3)

    Article Metrics

    Article views (1389) PDF downloads(46) Cited by()

    Highlights

    • An optimal boundary control problem for pressure suppression is formulated.
    • The method of lines and the orthogonal collocation method are applied.
    • An effective computational optimal control method is developed.
    • The simulation results demonstrate the effectiveness of proposed method.

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return