Fuzzy Predictive
Control of a Boiler–Turbine System Based on a Hybrid Model
System
- Publication date
- Publisher
Abstract
This paper proposes a fuzzy predictive
control scheme for controlling power output of a boiler–turbine
system in the presence of disturbances and uncertainties. A new model
of the boiler–turbine system is introduced based on the modeling
approaches of hybrid systems, namely, the mixed logical dynamical modeling
approach. Nonlinear parts of the system are linearized using the piecewise
affine approach. To overcome the deficiency of the model predictive control in presence
of disturbance and uncertainty, a fuzzy predictive control scheme
is proposed in which a fuzzy supervisor is utilized to adjust the
main predictive controller. The proposed fuzzy predictive control
scheme has advantages such as simplicity and efficiency in nominal
conditions and strong robustness in the presence of disturbances and
uncertainties. Simulation results demonstrate the effectiveness and
superiority of the method