Robust Predictive Control of Water Level in an Experimental Pilot Plant with Uncertain Input Delay
Author(s) -
Fernanda Quelho Rossi,
Roberto Kawakami Harrop Galvão
Publication year - 2014
Publication title -
mathematical problems in engineering
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.262
H-Index - 62
eISSN - 1026-7077
pISSN - 1024-123X
DOI - 10.1155/2014/189456
Subject(s) - setpoint , control theory (sociology) , integrator , model predictive control , robustness (evolution) , settling time , overshoot (microwave communication) , engineering , step response , computer science , control engineering , control (management) , telecommunications , biochemistry , chemistry , electrical engineering , bandwidth (computing) , artificial intelligence , gene
This paper is concerned with the predictive control of water level in an experimental pilot plant, in the presence of input constraints and uncertain time delays. Robustness is achieved by casting the delay uncertainty into a polytopic form and using a predictive control formulation based on linear matrix inequalities. Integral action is introduced into the controller to ensure offset-free tracking of step changes in the setpoint. Moreover, an integrator resetting procedure based on the concept of regions of guaranteed cost is proposed to improve the resulting transient response. The results show that the introduction of robustness into the predictive control formulation is indeed of value to avoid closed-loop instability in the presence of time delays. In addition, the integrator resetting procedure was found to provide substantial performance improvements in terms of overshoot and settling time.
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom