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Article type: Research Article
Authors: He, Rongboa; b | Zheng, Shijiea; *
Affiliations: [a] State Key Laboratory of Mechanics and Control of Mechanical Structures, Nanjing University of Aeronautics and Astronautic, Nanjing, Jiangsu, China | [b] School of Electrical Information, Anhui University of Technology, Maanshan, Anhui, China
Correspondence: [*] Corresponding author: Shijie Zheng, State Key Laboratory of Mechanics and Control of Mechanical Structures, Nanjing University of Aeronautics and Astronautic, Nanjing 210016, Jiangsu, China. E-mail: [email protected]
Abstract: In this paper, the multi-modal vibration control of a simply supported thin cylindrical shell laminated with photostrictive actuators is studied. First, the photo-electric/shell coupling equations of a cylindrical shell laminated with the multi-layer actuator configuration are presented. Moreover, in view of the nonlinear and time-variant characteristics of photostrictive actuators, a fuzzy neural network (FNN) controller with adaptive learning rates is developed to attenuate multi-mode vibration of photo-electric laminated thin cylindrical shells. This approach has learning ability for responding to the time-varying characteristic of the multi-mode vibration induced by disturbance. Its control rule bank can be established and modified continuously by on-line learning. Finally, numerical simulation results are provided to show that the proposed intelligent controller could effectively suppress multi-mode vibration of photo-electric laminated thin cylindrical shells.
Keywords: Photostrictive actuators, multi-layer actuator configuration, thin cylindrical shell, fuzzy neural network, multi-modal vibration
DOI: 10.3233/JAE-140102
Journal: International Journal of Applied Electromagnetics and Mechanics, vol. 46, no. 4, pp. 951-963, 2014
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