Litcius/Paper detail

Bumpless Tracking Switching Control for Interval Type-2 Switched Positive T–S Fuzzy Systems

Ying Zhao, Zhe Feng, Ben Niu

2024IEEE Transactions on Fuzzy Systems14 citationsDOI

Abstract

This article proposes a bumpless tracking switching control method for the interval type-2 (IT2) switched positive Takagi–Sugeno (T–S) fuzzy systems (SPTSFSs). The IT2 SPTSF model is employed to adeptly transform the nonlinear positive system into a linear form with inherent uncertainties addressed by IT2 fuzzy sets. First, the conservativeness of the system model is relaxed by refining the IT2 membership function. Then, by the multiple Lyapunov functions technique, the condition is developed to derive the solvability of the bumpless tracking switching control issue for the IT2 SPTSFSs. By employing the matrix transformation method, the condition is convex. Furthermore, controller and switching logic are established to force the IT2 SPTSFSs to obtain the bumpless tracking switching performance. Finally, an elaborate simulation case on the turbine engine is given to verify the validity of the introduced bumpless tracking switching control strategy.

Topics & Concepts

Control theory (sociology)Interval (graph theory)Fuzzy logicFuzzy control systemController (irrigation)MathematicsMembership functionTracking (education)Transformation (genetics)Lyapunov functionFuzzy setNonlinear systemComputer scienceConvex combinationControl (management)Regular polygonConvex optimizationArtificial intelligenceBiologyCombinatoricsGeometryQuantum mechanicsPedagogyPsychologyBiochemistryPhysicsGeneAgronomyChemistryFuzzy Logic and Control SystemsStability and Control of Uncertain SystemsNeural Networks Stability and Synchronization