Design of a SMC-type FLC and Its Equivalence

  • 최병재 (한국과학기술원, 전기 및 전자공학과) ;
  • 곽성우 (한국과학기술원, 전기 및 전자공학과) ;
  • 김병국 (한국과학기술원, 전기 및 전자공학과)
  • Published : 1997.12.01

Abstract

This paper proposes a new design method for the SMC-type FLC and shows that a SMC-type LFC is an extension of the SMC with BL. The conventional SMC-type FLC uses error and change-of-error as inputs of the FLC and generates the absolute value of a switching magnitude. Then, the fuzzy rule table is constructed on a two-dimensional space of the phase plane and has commonly the skew symmetric property. In this paper, we introduce a new variable, signed distance, from the skew symmetric property of the rule table. And thd variable becomes only a fuzzy variable that is used to generate the control input of a SMC-type FLC. that is, we design a new SMC-type FLC that uses a signed distance and a control input as the variables representing the contents of the rule-antecedent and the rule-con-sequent, respectively. Then the number of total rules is reduced and the control performance is almost the same as that of the conventional SMC-type FLC. Additionally, we derive the control law of the ordinary SMC with BL from a new SMC-type FLC. Namely, we show that a FLC is an extension of the SMC with BL.

Keywords

References

  1. Control Systems of Variable Structure U.Itkis
  2. Applied Nonlinear Control J.J.Slotine;W.Li
  3. Int. J. Control v.38 no.2 Tracking control of non-linear systems using sliding surface, with application to robot manipulators J.J.Slotine;S.S.Sastry
  4. IEEE Int. Con. On Fuz. Syst. Sliding Mode Fuzzy Control R.Palm
  5. An Introduction to Fuzzy Control D.Driankov;H.Hellendoorn;M.Rainfrank
  6. IFSA '91 Brussels Vol : Engineering Fuzzy Control of VSS Type and Its Robustness S.Kawaji;N.Matsunaga
  7. IEEE Trans. Syst. Man. Cyb. v.17 no.6 Comparing fuzzy logic with classical controller design K.L.Tang;R.J.Mulholland
  8. IEEE Trans. Fuzzy Syst. v.2 no.1 A multiregion fuzzy logic controller for nonlinear process control S.J.Qin;G.Borders