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Stability Analysis of Positive Interval Type-2 TSK Systems With Application to Energy Markets | IEEE Journals & Magazine | IEEE Xplore

Stability Analysis of Positive Interval Type-2 TSK Systems With Application to Energy Markets


Abstract:

Positive systems play an important role in many fields including biology, chemistry, and economics, among others. This paper discusses the stability of interval type-2 di...Show More

Abstract:

Positive systems play an important role in many fields including biology, chemistry, and economics, among others. This paper discusses the stability of interval type-2 discrete-time positive Takagi-Sugeno-Kang (TSK) fuzzy systems. It discusses positive TSK systems and their nonzero equilibrium point. It then provides sufficient conditions for their exponential stability and instability. All the proposed stability and instability conditions can be tested using linear matrix inequalities. The stability and instability tests are demonstrated through application to a TSK model of the electric power market under a variety of market conditions.
Published in: IEEE Transactions on Fuzzy Systems ( Volume: 22, Issue: 4, August 2014)
Page(s): 1031 - 1038
Date of Publication: 15 August 2013

ISSN Information:


I. Introduction

A positive system is one whose state vectors remain nonnegative along its trajectories for any nonnegative initial conditions [1]. Since many physical systems have state variables that cannot assume negative values, positive systems arise in many practical applications such as economics, biology, chemistry, etc. For example, concentrations of reagents in a chemical reaction are clearly governed by positive dynamics. The stability of positive systems was investigated in [2]–[6]. Fornasini and Valcher [2] used a common linear copositive Lyapunov function

A Lyapunov function is an energy-like function that has a minimum at a stable equilibrium and a maximum at an unstable equilibrium. This property is used to obtain sufficient conditions for the stability or instability of a dynamic system.

to derive stability conditions for positive switched systems. Shim and Jo [3] discussed the stability of a family of equilibrium points, which are particularly of interest when positive systems undergo bifurcations. Stability analysis for positive systems with time-varying delays was addressed in [4] and [5]. Liu [6] proposed a control design for delayed positive systems, which results in a positive and stable closed-loop system. For more on positive systems and their properties, see [7].

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