Load Frequency Control of Distributed Generation using GA Optimized PID Controller
نویسندگان
چکیده
منابع مشابه
Adaptive Particle Swarm Optimization based Optimized PID Controller for Load Frequency Control
Frequency deviation is a one of major technical issue of a interconnected power system. In this paper an optimized Proportional-Integral-Derivative (PID) controller ios proposed for controlling the frequency deviation. To optimize the gain values of controller, the Adaptive Particle Swarm Optimization (APSO) algorithm is utilized. Tuning of controllers is done in order to get the gain values or...
متن کاملPerformance Analysis of Load Frequency Control in Single area Power System Using GA and PSO Based PID Controller
This Paper presents a comparative study of Genetic Algorithm method (GA) and Particle swarm optimization (PSO) method to determine the optimal proportional-integral-derivative (PID) controller parameters, for load frequency control in a single area power system. Comparing with conventional Proportional–Integral (PI) method and the proposed PSO the performance of the controller is improved for t...
متن کاملFuzzy Pid Controller for Load Frequency Control of Two-Area Power System Considering Generation Rate Constraint
In this paper a fuzzy proportional-integral-derivative controller (FPIDC) is proposed for load frequency control of two-area interconnected power system with generation rate constraint (GRC). The FPIDC is developed as a set of heuristic control rules, and the control signal is directly deduced from the knowledge base and the fuzzy inference mechanism rather than adaptation of the parameters of ...
متن کاملAnalysis of Load Frequency Control Problem for Interconnected Power System Using PID Controller
This paper present the analysis of load frequency control problem for interconnected power system using the PID controller. Any small sudden load change in any of the areas causes the fluctuation of the frequencies of each and every area and also there is fluctuation of power in tie line of interconnected power system. Frequency should remain nearly constant for satisfactory operation of a powe...
متن کاملTuning of PID Controller for Multi Area Load Frequency Control by Using Imperialist Competitive Algorithm
In this paper a new evolutionary computing method based on imperialist competitive algorithm (ICA) is used for tuning the parameters of a PID controller which is applied in a load frequency control system (LFC) in a multi area electric power system. If a large power imbalance is suddenly happened in a multi area power electric system, generation units and also consumer sides will be affected by...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Advanced Trends in Computer Science and Engineering
سال: 2020
ISSN: 2278-3091
DOI: 10.30534/ijatcse/2020/4491.52020