Immune Single Neuron Control of Level in Spherical Vessel

Abstract:

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To solve the problem of nonlinear characteristics of spherical vessels, an immune single neuron PID controller (ISNPID) is proposed in this paper. The ISNPID controller combines the immune principle with single neuron PID, it can improve the learning rate and reduce the adjusting time of single neuron PID controller. The interim process of the spherical vessel system could also be optimized. Good control performance of nonlinear system could be realized according to the on-line self-adjusting gain by the ISNPID controller. Simulation result shows that ISNPID controller has strong adaptability and robustness. Efficiency and applicability of the ISNPID controller could be proved in practical application.

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Periodical:

Edited by:

Zhenyu Du and Bin Liu

Pages:

358-362

DOI:

10.4028/www.scientific.net/AMM.65.358

Citation:

L. Zhang et al., "Immune Single Neuron Control of Level in Spherical Vessel", Applied Mechanics and Materials, Vol. 65, pp. 358-362, 2011

Online since:

June 2011

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Price:

$35.00

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