Title :
DSP-Based Implementation of Fuzzy Output Tracking Control for a Boost Converter
Author :
El Beid, Said ; Doubabi, S.
Author_Institution :
Lab. of the Electr. Syst. & Telecommun., Univ. Cadi Ayyad, Gueliz Marrakech, Morocco
Abstract :
The design and the implementation of a fuzzy output tracking control applied to a boost converter that operates in large-signal domain are presented. Unlike conventional fuzzy controller design which addresses only small-signal system control and stability, the proposed controller ensures good tracking performances and overall large-signal stability of the system over the whole operating space. This is thanks to: i) The high prediction accuracy of the Takagi-Sugeno fuzzy approximator (TSFA) with twelve affine functions; ii) the possibility to automatically derive the corresponding small-signal model under a wide range of operating conditions; iii) the advantage of integral controllers; and iv) the LMI approach to carry out the overall large-signal stability. After introducing an added integral state of the output tracking error, the resulting augmented system is represented into a Takagi-Sugeno fuzzy model (TSFM). Parallel distributed compensation (PDC) concept is applied to design the state-feedback based control law whereby the control gains are off-line pre-solved by the mean of the linear quadratic regulator (LQR) technique. Sufficient stability conditions are expressed in terms of LMIs. Experimental results using dSPACE DS1104 and a boost converter for different operating conditions, both in tracking and regulation mode; illustrate the efficiency, the robustness and the flexibility of the proposed approach relatively to a classical PID controller.
Keywords :
DC-DC power convertors; feedback; fuzzy control; linear quadratic control; signal processing; stability; three-term control; DSP-based implementation; LMI approach; LQR technique; PDC concept; PID controller; TSFA; TSFM; Takagi-Sugeno fuzzy approximator; Takagi-Sugeno fuzzy model; boost converter; dSPACE DS1104; fuzzy output tracking control; integral controller; large-signal domain; large-signal stability; linear quadratic regulator; parallel distributed compensation concept; state-feedback based control law; Circuit stability; Fuzzy control; Nonlinear dynamical systems; Stability analysis; Takagi-Sugeno model; Voltage control; DC–DC converters; Takagi–Sugeno; linear matrix inequalities (LMIs); linear quadratic regulator (LQR); parallel distributed compensation (PDC);
Journal_Title :
Industrial Electronics, IEEE Transactions on
DOI :
10.1109/TIE.2013.2242413