Genetic algorithm based optimal design for vibration control of composite shell structures using piezoelectric sensors and actuators |
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Authors: | Tarapada Roy Debabrata Chakraborty |
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Affiliation: | (1) Department of Mechanical Engineering, Indian Institute of Technology Guwahati, Guwahati, 781039, India |
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Abstract: | The present article deals with the design of optimal vibration control of smart fiber reinforced polymer (FRP) composite shell structures using genetic algorithm (GA) based linear quadratic regulator (LQR) and layered shell coupled electro-mechanical finite element analysis. Open loop procedure has been used for optimal placement of actuators considering the control spillover of the higher modes to prevent closed loop instability. An improved real coded GA based LQR control scheme has been developed for designing an optimal controller in order to maximize the closed loop damping ratio while keeping actuators voltages within limit. Results show that increased closed loop-damping has been achieved with a large reduction of control effort considering control spillover. |
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Keywords: | Layered shell element Improved genetic algorithm Control spillover GA-LQR control scheme |
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