Commenced in January 2007
Paper Count: 30308
Active Vibration Control of Flexible Beam using Differential Evolution Optimisation
Abstract:This paper presents the development of an active vibration control using direct adaptive controller to suppress the vibration of a flexible beam system. The controller is realized based on linear parametric form. Differential evolution optimisation algorithm is used to optimize the controller using single objective function by minimizing the mean square error of the observed vibration signal. Furthermore, an alternative approach is developed to systematically search for the best controller model structure together with it parameter values. The performance of the control scheme is presented and analysed in both time and frequency domain. Simulation results demonstrate that the proposed scheme is able to suppress the unwanted vibration effectively.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1081515Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 2201
 F. Christopher, Handbook of Noise and Vibration Control. Virginia: John Wiley & Sons Inc, 2007.
 P. Lueg, "Process of Silencing Sound Oscillations," U.S. Patent 2 043 416, 1936.
 M. Itik, et al., "Active Vibration Suppression of a Flexible Beam via Sliding Mode and H infinity Control," in Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control Conference, Seville, Spain, 2005, pp. 1240-1245.
 A. Madkour, et al., "Intelligent Learning Algorithms for Active Vibration Control," in IEEE Transactions On Systems, Man, And CyberneticsÔÇöPart C: Applications And Reviews, 2007, pp. 1022-1033.
 G. Haichang and G. Song, "Active Vibration Suppression of a Flexible Beam with Piezoceramic Patches Using Robust Model Reference Control," Journal of Smart Materials and Structures, vol. 16, pp. 1453- 1459, 2007.
 J. Fei, "Adaptive Sliding Mode Vibration Control Schemes for Flexible Structure System," presented at the Decision and Control 2007 46th IEEE Conference, New Orleans (USA), 2007.
 A. R. D. Curtis, "An Application of Genetic Algorithms to Active Vibration Control," Journal of Intelligent Material Systems and Structures, vol. 2, pp. 472-481, October 1, 1991 1991.
 C. T. Wangler and C. H. Hansen, "Genetic algorithm adaptation of nonlinear filter structures for active sound and vibration control," in Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on, 1994, pp. III/505-III/508 vol.3.
 M. O. Tokhi and M. A. Hossain, "A Unified Adaptive Active Control Mechanism for Noise Cancellation and Vibration Suppression," International Journal of Mechanical Systems and Signal Processing, vol. 10, pp. 667-682, 1996.
 S. Z. M. Hashim, et al., "Active Vibration Control of Flexible Structures Using Genetic Optimisation," Journal of Low Frequency Noise, Vibration and Active Control, vol. 25, pp. 195-207, 2006.
 S. Julai, et al., "Active Vibration Control of a Flexible Plate Structure Using Ant System Algorithm," in Computer Modeling and Simulation, 2009. EMS '09. Third UKSim European Symposium on, 2009, pp. 37-42.
 S. Julai, et al., "Active vibration control of a flexible plate structure using ant system algorithm," 2009, pp. 37-42.
 M. Mohamad, et al., "Continuous ant colony optimisation for active vibration control of flexible beam structures," in Mechatronics (ICM), 2011 IEEE International Conference on, 2011, pp. 803-808.
 R. Storn and K. Price, "Differential Evolution - A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces," Journal of Global Optimization, vol. 11, pp. 341-359, 1997.
 D. Ruijun, "Differential Evolution Versus Particle Swarm Optimization for PID Controller Design," in Fifth International Conference on Natural Computation, ICNC '09. , Tianjin, 2009, pp. 236-240.
 H. N. Pishkenaria, et al., "Optimum Synthesis of Fuzzy Logic Controller for Trajectory Tracking by Differential Evolution," Scientia Iranica, vol. 18, pp. 261-267, 2011.
 H. Yousefi, et al., "Application of Differential Evolution in system identification of a servo-hydraulic system with a flexible load," Mechatronics, vol. 18, pp. 513-528, 2008.
 L. Youxin and C. Xiaoyi, "Tuning PID Control Parameters on Hydraulic Servo Control System Based on Differential Evolution Algorithm," in Second International Conference on Advanced Computer Control (ICACC), Shenyang, 2010, pp. 348-351.
 I. Z. M. Darus and M. O. Tokhi, "Soft Computing-based Active Vibration Vontrol of a Flexible Structure," Journal of Engineering Application of Artificial Intelligence, vol. 18, pp. 95-114, 2005.
 S. Z. M. Hashim, et al., "Genetic Adaptive Active Vibration Control of Flexible Structures," presented at the Proceedings of ICS'04: IEEE SMC UK-RI Chapter Conference 2004 on Intelligent Cybernetic Systems, Londonderry (UK), 2004.
 M. O. Tokhi and R. R. Leitch, Active Noise Control. Oxford, U.K.: Clarendon, 1992.
 R. Storn, "On the Usage of Differential Evolution for Function Optimization," in Proceedings of the Fuzzy Information Processing Society, Berkeley, CA, USA, 1996, pp. 519-523.
 S. Julai, et al., "Control of a flexible plate structure using particle swarm optimization," in Evolutionary Computation, 2009. CEC '09. IEEE Congress on, 2009, pp. 3183-3190.