Title :
Performance assessment of advanced process control algorithms using an interacting tank system
Author :
Jota, F.G. ; Braga, A.R. ; Pena, R.T.
Author_Institution :
CPDEE-EEUFMG, Belo Horizonte, Brazil
Abstract :
The paper describes a controller performance assessment (CPA) method. The method is applied to evaluate advanced process control strategies using an interacting tank system (ITS). Since this plant has been specially designed with characteristics and problems inherent to the actual process industry environment, it is a test-bed with the necessary creditability for one to draw conclusions about controller performances. The CPA method aims at accomplishing the performance assessment of a control system, running on line, in real time. It is based on measurements of the control signal, the output signal and the error signal. The performance evaluation is centered on the system users´ views. The users considered are: the system manager, the system operator and the control engineer. The method allows the development of comparative studies of the controllers´ performances. The paper presents such studies for the following SISO controllers in a multi-loop strategy: generalized minimum variance (GMV), generalized predictive controller (GPC) and a fixed parameter PID. The performances´ comparative studies for a MIMO-GMV and a multivariable fuzzy controllers are also presented
Keywords :
MIMO systems; adaptive control; control system analysis; controllers; fuzzy control; multivariable control systems; predictive control; process control; real-time systems; three-term control; MIMO-GMV; SISO controllers; adaptive controllers; advanced process control algorithms; control signal measurement; controller performance assessment; error signal measurement; fixed parameter PID; generalized minimum variance; generalized predictive controller; interacting tank system; multi-loop strategy; multivariable fuzzy controllers; output signal measurement; real time; Control systems; Electrical equipment industry; Engineering management; Error correction; Industrial control; Performance evaluation; Process control; Real time systems; Testing; Three-term control;
Conference_Titel :
Industry Applications Conference, 1995. Thirtieth IAS Annual Meeting, IAS '95., Conference Record of the 1995 IEEE
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-3008-0
DOI :
10.1109/IAS.1995.530490