Perspectives of fuzzy control: Lights and shadows

Abstract:

This paper analyses the situation and trends in the application of fuzzy logic in control problems. Two main streams are considered: the reasoning approach, to develop control applications without sophisticated modelling effort, attracting practitioners in a similar way (and sometimes just mimicking) to classical PID control, and the universal approximation paradigm, providing a way to prove stability and performance guarantee, as a requirement in the academic arena. Some specific techniques are reviewed and some conclusions about the complementarity and interest of any control design approach are drafted.

Año de publicación:

2004

Keywords:

• fuzzy logic
• Universal approximation
• Fuzzy modelling
• Intelligent Control
• Fuzzy Control

Fuente:

scopus