Fuzzy Logic Controller for a Shape Memory Alloy Tentacle Robotic Structure
Nicu George Bîzdoacă, Hazlina Hamdan, Dan Selișteanu
- Year
- 2006
- Citations
- 9
Abstract
This paper presents a fuzzy logic controller for a shape memory alloy (SMA) tentacle robotic structure. A tentacle manipulator is a manipulator with a great flexibility and a distributed mass and torque that can take any arbitrary shape. Technologically, such systems can be obtained by using a cellular structure for each element of the arm. In the first part of the paper, the mathematical model of single unit SMA actuator and conventional PI controller are presented. Secondly, a mathematical model for the proposed SMA tentacle module is described. In the final part, a fuzzy controller is developed and applied to the SMA tentacle structure. The fuzzy control strategy is based on the so-called direct sliding mode control (DSMC). A fuzzy controller is proposed and the fuzzy rules are established by using the DSMC procedures. Conventional control structures offer better performance in term of time response, but they don't guarantee repeatability without ambient temperature control
Keywords
Related papers
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002