DocumentCode :
769968
Title :
Decoupling PI controller design for a normal conducting RF cavity using a recursive LEVENBERG-MARQUARDT algorithm
Author :
Kwon, Sung-il ; Lynch, Michael ; Prokop, Mark
Author_Institution :
LANSCE Div., Los Alamos Nat. Lab., NM, USA
Volume :
52
Issue :
1
fYear :
2005
Firstpage :
440
Lastpage :
449
Abstract :
This paper addresses the system identification and the decoupling PI controller design for a normal conducting RF cavity. Based on the open-loop measurement data of an SNS DTL cavity, the open-loop system´s bandwidths and loop time delays are estimated by using batched least square. With the identified system, a PI controller is designed in such a way that it suppresses the time varying klystron droop and decouples the In-phase and Quadrature of the cavity field. The Levenberg-Marquardt algorithm is applied for nonlinear least squares to obtain the optimal PI controller parameters. The tuned PI controller gains are downloaded to the low-level RF system by using channel access. The experiment of the closed-loop system is performed and the performance is investigated. The proposed tuning method is running automatically in real time interface between a host computer with controller hardware through ActiveX Channel Access.
Keywords :
PI control; accelerator RF systems; accelerator cavities; accelerator control systems; klystrons; least squares approximations; linear accelerators; physics computing; ActiveX channel access; PI feedback control; SNS DTL cavity; batched least square; capacitor bank droop; channel access; closed-loop system; controller hardware; decoupling PI controller design; high voltage power supply ripple; host computer; in-phase cavity field; linear accelerator RF system; loop time delays; low-level RF system; nonlinear least squares; normal conducting RF cavity; open-loop measurement data; open-loop system bandwidths; operating point; quadrature cavity field; real time interface; recursive Levenberg-Marquardt algorithm; spallation neutron source; system identification; time varying klystron droop; tuned PI controller gains; Algorithm design and analysis; Automatic control; Bandwidth; Control systems; Delay effects; Delay estimation; Open loop systems; Radio frequency; System identification; Time measurement; Capacitor bank droop; Levenberg–Marquardt algorithm; PI feedback control; high voltage power supply ripple; least square; normal conducting RF cavity; operating point; spallation neutron source; system identification;
fLanguage :
English
Journal_Title :
Nuclear Science, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9499
Type :
jour
DOI :
10.1109/TNS.2004.842732
Filename :
1417188
Link To Document :
بازگشت