ANN and ANFIS techniques for Automatic Voltage Regulation
Bhavana Kushwah, Shahnazah Batool, Amandeep Gill, Manjeet Singh
Abstract
A synchronous generator voltage regulator that operates automatically. Every electrical device that needs stabilization and regulation uses it. a piece of electrical equipment that controls the AVR’s generator output terminal voltage automatically to keep it at a set value when the load is fluctuating This paper compares PID Controllers to show rising time, overshoot, and undershoot in line with different research paper evaluations. This article combines artificial neural networks (ANN) and fuzzy interference to create the adaptive neuro-fuzzy interference system (ANFIS). In this paper, we work on AVR using different techniques to improve the controller’s simulation result.
Topics & Concepts
Voltage regulatorOvershoot (microwave communication)Adaptive neuro fuzzy inference systemPID controllerGenerator (circuit theory)Computer scienceControl theory (sociology)Artificial neural networkController (irrigation)VoltageControl engineeringFuzzy control systemFuzzy logicEngineeringControl (management)Artificial intelligenceElectrical engineeringPower (physics)Temperature controlTelecommunicationsPhysicsBiologyQuantum mechanicsAgronomyPower System Optimization and StabilityAdvanced Control Systems DesignEnergy Load and Power Forecasting