DocumentCode
40036
Title
Temperature Control of Industrial Coke Furnace Using Novel State Space Model Predictive Control
Author
Ridong Zhang ; Anke Xue ; Furong Gao
Author_Institution
Inf. & Control Inst., Hangzhou Dianzi Univ., Hangzhou, China
Volume
10
Issue
4
fYear
2014
fDate
Nov. 2014
Firstpage
2084
Lastpage
2092
Abstract
This paper proposes an enhanced model predictive control (MPC) using a new state space structure for temperature control of an industrial coke furnace. The advantage of the proposed controller lies in the fact that its implementation only requires a simple step-response process model, whereas controller design can be based on state space formulation to improve temperature regulation. To ensure control performance effectiveness under model/process mismatch and uncertainties, model predictions and the cost function optimization are done on the basis of a new improved state space model. The proposed MPC is applied to an industrial coke furnace, where the outlet temperature in the radiation room is regulated. Simulation comparisons with traditional state space MPC are illustrated first. Then experimental results are shown in comparison with the original proportional-integral differential (PID) controller, demonstrating the effectiveness of the proposed methodology.
Keywords
coke; furnaces; industrial control; optimisation; predictive control; state-space methods; temperature control; three-term control; MPC; PID controller; cost function optimization; industrial coke furnace; model predictive control; proportional-integral differential control; step-response process model; temperature control; temperature regulation; Closed loop systems; Furnaces; Predictive control; Process control; State-space methods; Temperature control; Temperature measurement; Closed-loop control performance; industrial coke furnace; model predictive control (MPC); state space model;
fLanguage
English
Journal_Title
Industrial Informatics, IEEE Transactions on
Publisher
ieee
ISSN
1551-3203
Type
jour
DOI
10.1109/TII.2014.2350452
Filename
6881729
Link To Document