Artificial Bee Colony Optimization for Effective Power System Stabilization
نویسندگان
چکیده
The power system stability has been considered as one of great concerns in the power system domain. Power industries are restructured to provide effective utilization of power to more users at lower prices and better power efficiency. Load demand has increased linearly with the increase in number of users. Since stability phenomena limits the transfer capability of the system, there is a need to ensure stability and reliability of the power system due to economic reasons. As a result, serious consideration is now being given on the concern of power system stabilization control. Thus, various stabilization techniques have been proposed by several researchers for the multi-machine power system through several intelligent methods. In recent times, the utilization of optimization techniques is found to be effective in dealing with the stabilization of the power systems. This paper uses the Artificial Bee Colony algorithm for better stability of the power system. Simulation results suggest that the proposed technique is better for power system stabilization when compared to the conventional techniques.
منابع مشابه
Design of Multi-Stage Fuzzy PID Bundled Artificial Bee Colony for Multi-machine PSS
This paper presents a new strategy based on Multi-stage Fuzzy (MSF) PID controller based on Artificial Bee Colony (ABC) for damping Power System Stabilizer (PSS) in multi-machine environment. The recent studies in artificial intelligence demonstrated that the ABC optimization is strong intelligent method in complicated stability problems. Also, finding the parameters of PID controller in power ...
متن کاملDesign of Multi-Stage Fuzzy PID Bundled Artificial Bee Colony for Multi-machine PSS
This paper presents a new strategy based on Multi-stage Fuzzy (MSF) PID controller based on Artificial Bee Colony (ABC) for damping Power System Stabilizer (PSS) in multi-machine environment. The recent studies in artificial intelligence demonstrated that the ABC optimization is strong intelligent method in complicated stability problems. Also, finding the parameters of PID controller in power ...
متن کاملOptimization of Combined Heat and Power Systems using a Hybrid Algorithm of Ant and Bee Colony Optimization
Abstract: In the last few years, due to the development of the new equipment in power systems, challenges have appeared in their planning and operation. One of these issues is the development of combined heat and power (CHP) units. These units have the capability to generate heat and electricity simultaneously according to their limitations. Hence, it is necessary for them to think about the ar...
متن کاملSimultaneous Design of Power System Stabilizer and Static Synchronous Compensator Controller Parameters Using Bee Colony Algorithm
To improve the stability of the power system, the design of a PSS and STATCOM controller parameters using ABC is presented as an optimization problem in this paper. The ABC is a collective intelligence based on the optimization algorithm and inspired by the bee feeding behavior in finding food. Fast convergence and high accuracy are the capabilities of this algorithm. The effectiveness and robu...
متن کاملImproving the Transient Stability of Power Systems Using STATCOM and Controlling it by Honey Bee Mating Optimization Algorithm
In this study, a new method for designing the damping controller was proposed to improve the transient power system stability in a single machine network connected to an infinite bus. The STATCOM controller problem in a wide area of the system function was considered as an optimization problem with multi-purpose objective function. Also, the Honey Bee Mating Optimization Algorithm was used to d...
متن کامل