Title :
Generalized risk sensitive building control: protecting civil structures with multiple cost cumulants
Author :
Pham, Khanh D. ; Liberty, Stanley R. ; Sain, Michael K. ; Spencer, B.F., Jr.
Author_Institution :
Dept. of Electr. Eng., Notre Dame Univ., IN, USA
Abstract :
Risk-sensitive optimal stochastic control problems have an interpretation in terms of managing the value of a denumerable linear combination of the cumulants of a traditional performance index. Such an interpretation is particularly attractive in the context of physical control problems with a naturally occurring process which is well modelled in the stochastic sense. The extremely important case of civil structures assailed by earthquakes, wind, and seas is precisely such a problem. This paper considers a state-feedback solution to the LQG version of this problem class. The formulation is parametrized by the number k of cumulants chosen for design. A general solution of this k-cumulant problem, together with studies of its application to the SDOF system described by Chung et al. (1988), is the subject of this work
Keywords :
building; linear quadratic Gaussian control; performance index; stochastic systems; structural engineering; LQG control; SDOF system; building control; civil structures; multiple cost cumulants; optimal control; risk-sensitive control; stochastic control; Buildings; Collision mitigation; Cost function; Differential equations; Gaussian noise; Integral equations; Optimal control; Protection; Stochastic processes; Working environment noise;
Conference_Titel :
American Control Conference, 1999. Proceedings of the 1999
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4990-3
DOI :
10.1109/ACC.1999.782878