DocumentCode
3205232
Title
Performance assessment of single loop control systems with LQG benchmark
Author
Tan Shubin ; Zhang Changping ; Nie Xiaoyin ; Liu Jianchang
Author_Institution
Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
fYear
2015
fDate
23-25 May 2015
Firstpage
5649
Lastpage
5652
Abstract
In the industrial process, not only is the output of the system expected to achieve the minimum variance, but also the variance of process input fluctuates in a certain range. However, minimum variance benchmark can meet the former but not the requirements of latter because of strong control effect. Therefore, subspace identification with combined input and output is utilized in this paper to identify single loop control systems, which obtains the process and the noise model, firstly. Then, the performance of the control system is assessed with LQG benchmark combining the control input and output synthetically, and the specific implementation steps are concluded systematically. Finally, the proposed method is verified effective through simulations.
Keywords
control system analysis; identification; industrial control; linear quadratic Gaussian control; LQG benchmark; control effect; industrial process; minimum variance benchmark; noise model; performance assessment; process input variance; single loop control systems; subspace identification; Benchmark testing; Control systems; Covariance matrices; Mathematical model; Noise; Process control; Transfer functions; Single Loop Control Systems; linear-quadratic Gaussian benchmark; performance assessment; subspace identification;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (CCDC), 2015 27th Chinese
Conference_Location
Qingdao
Print_ISBN
978-1-4799-7016-2
Type
conf
DOI
10.1109/CCDC.2015.7161808
Filename
7161808
Link To Document