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Received: 2004-10-25

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Journal of Zhejiang University SCIENCE A 2006 Vol.7 No.2 P.225~233

http://doi.org/10.1631/jzus.2006.A0225


Application of generalized predictive control in networked control system


Author(s):  Yang Can, Zhu Shan-an, Kong Wan-zeng, Lu Li-ming

Affiliation(s):  School of Electrical Engineering, Zhejiang University, Hangzhou 310027, China

Corresponding email(s):   yangcan_1220@163.com

Key Words:  Networked Control System (NCS), Generalized Predictive Control (GPC), Queuing strategy


Yang Can, Zhu Shan-an, Kong Wan-zeng, Lu Li-ming. Application of generalized predictive control in networked control system[J]. Journal of Zhejiang University Science A, 2006, 7(2): 225~233.

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author="Yang Can, Zhu Shan-an, Kong Wan-zeng, Lu Li-ming",
journal="Journal of Zhejiang University Science A",
volume="7",
number="2",
pages="225~233",
year="2006",
publisher="Zhejiang University Press & Springer",
doi="10.1631/jzus.2006.A0225"
}

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%T Application of generalized predictive control in networked control system
%A Yang Can
%A Zhu Shan-an
%A Kong Wan-zeng
%A Lu Li-ming
%J Journal of Zhejiang University SCIENCE A
%V 7
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%P 225~233
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%D 2006
%I Zhejiang University Press & Springer
%DOI 10.1631/jzus.2006.A0225

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T1 - Application of generalized predictive control in networked control system
A1 - Yang Can
A1 - Zhu Shan-an
A1 - Kong Wan-zeng
A1 - Lu Li-ming
J0 - Journal of Zhejiang University Science A
VL - 7
IS - 2
SP - 225
EP - 233
%@ 1673-565X
Y1 - 2006
PB - Zhejiang University Press & Springer
ER -
DOI - 10.1631/jzus.2006.A0225


Abstract: 
A new framework for networked control system based on generalized Predictive Control (GPC) is proposed in this paper. Clock-driven sensors, event-driven controller, and clock-driven actuators are required in this framework. A queuing strategy is proposed to overcome the network induced delay. Without redesigning, the proposed framework enables the existing GPC controller to be used in a network environment. It also does not require clock synchronization and is only slightly affected by bad network condition such as package loss. Various experiments are designed over the real network to test the proposed approach, which verify that the proposed approach can stabilize the networked Control System (NCS) and is robust.

Darkslateblue:Affiliate; Royal Blue:Author; Turquoise:Article

Reference

[1] Almutairi, N.B., Chow, M.Y., Tipsuwan, Y., 2001. Network-based Controlled DC Motor with Fuzzy Compensation. The 27th Annual Conference of the IEEE Industrial Electronics Society (IECON 01), 3:1844-1849.

[2] Branicky, M.S., Phillips, S.M., Zhang, W., 2000. Stability of Networked Control Systems: Explicit Analysis of Delay. Proc. Amer. Control Conf., Chicago, IL, p.2352-2357.

[3] Clarke, D.W., Mohtadi, C., Tuffs, P.S., 1987. Generalized predictive control, Part 1 and Part 2. Automatica, 23(2):137-160.

[4] Clarke, D.W., Mosca, E., Scattolini, R., 1994. Robustness of an adaptive predictive controller. IEEE Trans. AC, 39(5):1052-1056.

[5] Göktas, F., 2000. Distributed Control of Systems over Communication Networks. Ph.D Thesis, University of Pennsylvania.

[6] Halevi, Y., Ray, A., 1988. Integrated communication and control systems: Part I-Analysis. Dynamic Syst., Measure Contr., 110:67-373.

[7] Luck, R., Ray, A., 1990. An observer-based compensator for distributed delays. Automatica, 26(5):903-908.

[8] Luck, R., Ray, A., 1994. Experimental verification of a delay compensation algorithm for integrated communication and control systems. International Journal of Control, 59(6):1357-1372.

[9] Mills, D., 1991. Internet time synchronization: The network time protocol. IEEE Trans. Commun., 39(10):1482-1493.

[10] Nilsson, J., 1998. Real-time Control Systems with Delays. Ph.D Thesis, Dept. Automatic Control, Lund Institute of Technology, Lund, Sweden.

[11] Walsh, G.C., Beldiman, O., Bushnell, L., 1999a. Asymptotic Behavior of Networked Control Systems. Proceedings of the 1999 IEEE International Conference on Control Applications, Kohala Coast, HI, 2:1448-1453.

[12] Walsh, G.C., Ye, H., Bushnell, L., 1999b. Stability Analysis of Networked Control Systems. Proceedings of the 1999 American Control Conference, San Diego, CA, 4:2876-2880.

[13] Zhang W., Branicky, M.S., Phillips, S.M., 2001. Stability of networked control systems. IEEE Control Systems Magazine, 21(1):84-99.

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