Two-Area Power System Load Frequency Regulation Using ANFIS and Genetic Algorithm
Neha Kumari, Amandeep Gill, Manjeet Singh
Abstract
In this paper, we look at a two-area electrical system and how a PID controller may be used to regulate the load rate. In this study, we improve the settings of PID using a genetic algorithm and an ANFIS-style technique. The outputs of the suggested Genetic & ANFIS-PID controller are superior to those of the traditional PID controllers in terms of overshoots and settling times. A thorough analysis utilizing the MATLAB-Simulink program confirms the efficiency of the suggested plan.
Topics & Concepts
PID controllerSettling timeMATLABControl theory (sociology)Genetic algorithmComputer scienceController (irrigation)Adaptive neuro fuzzy inference systemElectric power systemControl engineeringPower (physics)EngineeringControl (management)Artificial intelligenceTemperature controlMachine learningFuzzy control systemStep responseBiologyAgronomyPhysicsFuzzy logicOperating systemQuantum mechanicsFrequency Control in Power SystemsMicrogrid Control and OptimizationPower System Optimization and Stability