DocumentCode
2197427
Title
Third cumulant statistical control of the first generation structural benchmark problem
Author
Storrer, Logan J. ; Diersing, Ronald W.
Author_Institution
Dept. of Eng., Univ. of Southern Indiana, Evansville, IN, USA
fYear
2010
fDate
18-21 March 2010
Firstpage
502
Lastpage
505
Abstract
Cumulants are gaining in popularity for use in stochastic control and game theory. They also have been effective in application to building and vibration control problems. Much of the work has been done for the finite time horizon case. In this paper, cost cumulants will be used on a discounted cost function. The control will be concerned with the first three cumulants, the mean, variance, and skewness. A coupled Riccati equation is given with an optimal cumulant control law. The results are applied to a three story building subject to a seismic disturbance and those results are compared with other cumulant controllers, including the well-known LQG control method.
Keywords
Riccati equations; benchmark testing; higher order statistics; Riccati equation; finite time horizon; first generation structural benchmark problem; optimal cumulant control law; third cumulant statistical control; Buildings; Control systems; Cost function; Game theory; Linear systems; Probability density function; Probability distribution; Riccati equations; Stochastic processes; Vibration control;
fLanguage
English
Publisher
ieee
Conference_Titel
IEEE SoutheastCon 2010 (SoutheastCon), Proceedings of the
Conference_Location
Concord, NC
Print_ISBN
978-1-4244-5854-7
Type
conf
DOI
10.1109/SECON.2010.5453821
Filename
5453821
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