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
Link To Document :
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