Title :
Parallel structure of fuzzy PID controller under different paradigms
Author :
Subudhi, Bidyadhar ; Reddy, Amarendra B. ; Monangi, Srikanth
Author_Institution :
Dept. of Electr. Eng., NIT Rourkela, Rourkela, India
Abstract :
The development of fuzzy PID controllers need the construction of a three-dimensional rule base, which makes its design very complicated in terms of rule base structure and implementation of inferencing. Due to these disadvantages, design of a two input fuzzy PID controller structures become an interest which is a combination of two term fuzzy logic controllers i.e. fuzzy PI and fuzzy PD controllers. Analytical structures for parallel structure configuration of fuzzy proportional-integral-derivative (PID) controllers are derived using minimum triangular norm, different combinations of triangular co-norms (maximum, drastic sum), different inference methods (such as Mamdani minimum, Larsen product, drastic product, bounded product and standard sequence) and center-of-sum denazification method. This work also discuss about how to derive the analytical structures for Parallel structure of fuzzy PID controller (i.e., Fuzzy PI + Fuzzy PD controller) under different classes. A series of computer simulations are pursued and are included to demonstrate the effectiveness of the parallel structure fuzzy PID (FPI + FPD) controller and fuzzy PID controller over the conventional controller applied to time-delay systems, non-linear and complex systems.
Keywords :
PD control; PI control; delays; fuzzy control; inference mechanisms; knowledge based systems; large-scale systems; nonlinear control systems; three-term control; analytical structure; center-of-sum defuzzification method; complex system; computer simulation; fuzzy PD controller; fuzzy PI controller; fuzzy logic controller; fuzzy proportional-integral-derivative controller; inference method; nonlinear system; parallel structure fuzzy PID controller configuration; three dimensional rule base structure; time delay system; Conferences; Industrial electronics; Service robots; Analytical Structures; Bounded product; Drastic product; Larsen product; Standard Sequence; Triangular co-norm;
Conference_Titel :
Industrial Electronics, Control & Robotics (IECR), 2010 International Conference on
Conference_Location :
Orissa
Print_ISBN :
978-1-4244-8544-4
DOI :
10.1109/IECR.2010.5720137