Volume 39 Issue 12
Dec.  2013
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Miao Zhuoguang, Xie Shousheng, Ding Jian, et al. Predictive sliding mode control for aero-engine based on RBF network[J]. Journal of Beijing University of Aeronautics and Astronautics, 2013, 39(12): 1601-1606. (in Chinese)
Citation: Miao Zhuoguang, Xie Shousheng, Ding Jian, et al. Predictive sliding mode control for aero-engine based on RBF network[J]. Journal of Beijing University of Aeronautics and Astronautics, 2013, 39(12): 1601-1606. (in Chinese)

Predictive sliding mode control for aero-engine based on RBF network

  • Received Date: 22 Jan 2013
  • Publish Date: 30 Dec 2013
  • A method of predictive sliding mode control based on RBF network was put forward for aero-engine with uncertainty and strong nonlinearity. The method drew lessons from the ideology of predictive control. Predictive modal of aero-engine was established by using RBF network and sliding mode predictive modal was deduced. Sliding mode predictive modal was modified online by adjusting network parameters. And the control value was get by making rolling optimization. Full flight envelop control was made using another RBF network. The stability condition was analyzed. Simulation results show that the devised controller has good effect and restrains the influence of parameters perturbation and interfere.

     

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