Methods to Design Fuzzy Controllers
نویسنده
چکیده
Fuzzy PI controllers are using in the place of linear PI controller with success in process control, assuring better control quality criteria. The paper presents some methods, with a higher grade of generality, to design PI fuzzy controllers, to assure internal and external stability to control systems and better control quality criteria. Families of input-output transfer characteristics and gain characteristics of fuzzy blocks are used in the design procedures. An equivalence of PI fuzzy controller with linear PID controllers is done in a first approximation. Then, the fuzzy controller is design to assure absolute global internal stability and external BIBO stability of control systems. An application is presented with modeling and simulations. Results of simulation demonstrate the advantages of these design methods, assuring better quality control criteria and robustness at error in parameter estimation and at disturbance influence for the control systems. Key-Words: Control systems, fuzzy logic, PID controllers, internal stability.
منابع مشابه
Design of Maximum Power Point Tracking in Solar Array Systems Using Fuzzy Controllers
In recent year's renewable energy sources have become a useful alternative for the power generation. The power of photovoltaic is nonlinear function of its voltage and current. It is necessary to maintain the operation point of photovoltaic in order to get the maximum power point (MPP) in various solar intensity. Fuzzy logic controller has advantage in handling non-linear system. Maximum power ...
متن کاملDynamic Modeling and Controller Design of Distribution Static Compensator in a Microgrid Based on Combination of Fuzzy Set and Galaxy-based Search Algorithm
This paper presents a nonlinear controller for a Distribution Static Compensator (DSTATCOM) of a microgrid incorporating the Distributed Generation (DG) units. The nonlinear control has been designed based on partial feedback linearization theory and Proportional-Integral-Derivative (PID) controllers try to adjust the voltage and trace the output. This paper has proposed a combination of a fuz...
متن کاملDesign of fuzzy logic controllers based on generalized T-operators
Abstract: Since Zadeh first proposed the basic principle of fuzzy logic controllers in 1968, the M1N and MAX operators have been popular in the design of fuzzy logic controllers. In this paper, the general concept of T-operators is introduced into the conventional design methods for fuzzy logic controllers so that a general and flexible methodology for the design of these fuzzy logic controller...
متن کاملOptimized Fuzzy Controller Design in Unbalanced Voltage Drop Mode for Dynamic Voltage Restorer
The loss of balanced voltages involves a voltage drop due to symmetric three-phase errors, or the initiation of high-power three-phase loads or symmetric three-phase switches. While these events in an unbalanced way lead to asymmetric voltage drops. Voltage drops can cause asymmetric load on the power grid, the occurrence of volatility, and even network power outage. One of the most common ways...
متن کاملMulti-objective design of fuzzy logic controller in supply chain
Unlike commonly used methods, in this paper, we have introduced a new approach for designing fuzzy controllers. In this approach, we have simultaneously optimized both objective functions of a supply chain over a two-dimensional space. Then, we have obtained a spectrum of optimized points, each of which represents a set of optimal parameters which can be chosen by the manager ...
متن کامل