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Title:Analytical and Experimental Study of Nonlinear Structural Control Using Neural Networks
Author(s):Bani-Hani, Khaldoon A.
Doctoral Committee Chair(s):Ghaboussi, Jamshid
Department / Program:Civil Engineering
Discipline:Civil Engineering
Degree Granting Institution:University of Illinois at Urbana-Champaign
Degree:Ph.D.
Genre:Dissertation
Subject(s):Artificial Intelligence
Abstract:Finally, a linear quadratic Gaussian optimal regulator ( LQG) is designed from an experimentally identified model. Then, the optimal controller is assessed and compared to the neurocontroller results. Additionally, the stability and robustness of the controller is illustrated and outlined. It is shown experimentally that the neurocontrollers performance is superior to the optimal controller performance.
Issue Date:1998
Type:Text
Language:English
Description:421 p.
Thesis (Ph.D.)--University of Illinois at Urbana-Champaign, 1998.
URI:http://hdl.handle.net/2142/83470
Other Identifier(s):(MiAaPQ)AAI9921659
Date Available in IDEALS:2015-09-25
Date Deposited:1998


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