Fuzzy Immune PID Control for 6-DOF Parallel Platform

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Abstract:

To improve the control precision of six degree-of-freedom parallel platform, a fuzzy immune PID control method was presented based on the immune feedback mechanism and fuzzy control theory, and the parameters of PID controller was optimized with hybrid algorithm. First, least square algorithm was used for off-line optimization to form immune feedback control system. Then, genetic algorithm was used for on-line optimization to get the optimal performance parameters of immune PID control system and the optimal fuzzy proportional parameters. Simulation results demonstrated that the control method designed gets tracking effect with high precision and speed.

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890-893

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October 2011

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© 2012 Trans Tech Publications Ltd. All Rights Reserved

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[1] J. S. Oh, J. B. Park and Y. H. Choi, in: Stable path tracking control of a mobile robot using a wavelet based fuzzy neural network[J]. International Journal of Control Automation and Systems, 2005, 3: 552-563.

Google Scholar

[2] Rongjong Wai and Pochen Chen, in: Robust Neural-Fuzzy-Network Control for Robot Manipulator Including Actuator Dynamics. IEEE transactions on industrial electronics, 2006, 53: 1328-1349.

DOI: 10.1109/tie.2006.878297

Google Scholar

[3] Zhou Guoxiong and Jiang Huiping, in: Fuzzy-immune PID algorithm with hierarchical structure for incubation and hatching process control. Transactions of the CSAE, 2007, 23 : 167-170.

Google Scholar

[4] QIAO Weide, in: Application of Fuzzy Immune PID Controller Based on Genetic Optimization for SRM. Small & Special Machines, 2008, 1: 8-10, 30.

Google Scholar

[5] I. A. Bonev and J. A. Ryu, in: New method for solving the direct kinematics of general 6-6 Stewart platforms using three linear extra sensors. Mechanism and Machine Theory, 2000, 35: 425- 436.

DOI: 10.1016/s0094-114x(99)00009-9

Google Scholar

[6] I. Davliakos and E. Papadopoulos, in: Model-based control of a 6-dof electro-hydraulic Stewart–Gough platform. Mechanism and Machine Theory, 2001, 43: 1385-1400.

DOI: 10.1016/j.mechmachtheory.2007.12.002

Google Scholar

[7] M. R. Sirouspour and S. E. Salcudean, in: Nonlinear control of hydraulic parrallel platform. IEEE Transactions on Robotics and Automation, 2001, 17: 173-182.

DOI: 10.1109/70.928562

Google Scholar