Model-free control method and its application for large time-delay systems

被引:0
作者
Dong N. [1 ]
Chang J. [1 ]
Han X. [1 ]
Wu A. [1 ]
机构
[1] School of Electrical and Information Engineering, Tianjin University, Tianjin
来源
Dong, Na (dongna@tju.edu.cn) | 1987年 / Editorial Board of Journal of Harbin Engineering卷 / 39期
关键词
Compression refrigeration system; Dynamic response; Lag time constant; Large time delay; Model-free control; Nonlinear;
D O I
10.11990/jheu.201707002
中图分类号
学科分类号
摘要
To address the large time delay characteristics of a system in actual application, a model-free adaptive control method with input rate constraint of time delay was designed to alleviate the impact of large time delay on the entire control process. A typical system with large time delay was simulated and compared. Then, the model-free control scheme was designed for a compressed refrigeration system to control the characteristics of its nonlinearity, large time delay, strong coupling, and difficulty in establishing accurate mathematical control model. Then, the control scheme was simulated and compared. The simulation results show that the new model-free adaptive control algorithm has excellent control performance and faster response speed, which improves the performance of the refrigeration system; thus, the effectiveness of this novel control method is validated. © 2018, Editorial Department of Journal of HEU. All right reserved.
引用
收藏
页码:1987 / 1993
页数:6
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  • [1] Wang X., Li X., Wang J., Et al., Data-driven model-free adaptive sliding mode control for the multi degree-of-freedom robotic exoskeleton, Information Sciences, 327, pp. 246-257, (2016)
  • [2] Giglio S., Maggiori M., Stroebel J., No-Bubble condition: model-free tests in housing markets, Econometrica, 84, 3, pp. 1047-1091, (2016)
  • [3] Kaldmae A., Califano C., Moog C.H., Integrability for nonlinear time-delay systems, IEEE Transactions on Automatic Control, 61, 7, pp. 1912-1917, (2016)
  • [4] Jin S., Hou Z., An improved model-free adaptive control for a class of nonlinear large-lag systems, Control Theory & Applications, 25, 4, pp. 623-626, (2008)
  • [5] Cheng B., Dynamic modeling of refrigeration sys- tem and research on optimization control method, (2013)
  • [6] Oh J.S., Binns M., Park S., Et al., Improving the energy efficiency of industrial refrigeration systems, Energy, 112, pp. 826-835, (2016)
  • [7] Chen J., Jarall S., Havtun H., Et al., A review on versatile ejector applications in refrigeration systems, Renewable and Sustainable Energy Reviews, 49, pp. 67-90, (2015)
  • [8] Hu K., Zhu J., Zhang W., Et al., Effects of evaporator superheat on system operation stability of an organic Rankine cycle, Applied Thermal Engineering, 111, pp. 793-801, (2016)
  • [9] Zhu Y., Hou Z., Data-driven MFAC for a class of discrete-time nonlinear systems with RBFNN, IEEE Transactions on Neural Networks and Learning Systems, 25, 5, pp. 1013-1020, (2014)
  • [10] Chen C., He X., An improved algorithm of model-free adaptive control for large time-delay system, Computing Technology and Automation, 31, 3, pp. 10-13, (2012)