Title :
LQG benchmarking for economic control performance
Author :
Zhao, Chao ; Su, Hongye ; Gu, Yong ; Huang, Biao
Author_Institution :
Inst. of Syst. & Control, ZheJiang Univ., Hangzhou
Abstract :
Economic performance assessment of process control system has been a great interest to control engineers and academic researchers. In this paper, a novel approach for economic performance assessment of the constrained process control is presented. The method builds on steady-state economic optimization techniques and uses the LQG benchmark other than conventional minimum variance control (MVC) to estimate potential of reduction in variance. Combining the LQG benchmark directly with benefit potential of process control, both the economic benefit and the optimal operation condition can be obtained by solving the economic optimization problem. The proposed method is also illustrated by simulated examples where the economic potential due to improved process control is illustrated.
Keywords :
linear quadratic Gaussian control; process control; LQG benchmarking; constrained process control; economic control performance; economic performance assessment; minimum variance control; process control system; steady-state economic optimization techniques; Analysis of variance; Chaos; Control systems; Linear matrix inequalities; Optimization methods; Probability; Process control; Statistical analysis; Steady-state; Stochastic processes;
Conference_Titel :
American Control Conference, 2008
Conference_Location :
Seattle, WA
Print_ISBN :
978-1-4244-2078-0
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2008.4587011