ANN based LFC with Coordination strategies of DERs in Hybrid Isolated Micro-Grid Environment

¹ Research Scholar, EE Department, GRIET, Hyderabad, Telangana
² Associate Professor, EE Department, GRIET, Hyderabad, Telangana
³ Assistant Professor, EE Department, GRIET, Hyderabad, Telangana

^* Corresponding author: srividyadevi.p@gmail.com

Abstract

This paper provides a load frequency control (LFC) of a micro grid with renewable energy resources (RES). The operation of micro grid with a low inertia system leds to disturbances in power system. The disturbances in frequency is more in micro grid than conventional power system. So there should be a fast recovery of changes in frequency with existing system and interconnected system (RES). Active power injection is the main scheme to control frequency of a system. The matlab simulink tells us that different active power injection system contribute for the fast control of grid frequency with PID controller. The use of ANN technology to this system the load frequency control can be illustrated in faster rate of its recovery. An ANN controller is investigated which handles the inputs collectively in each sector of the power system. Back-transmission time is normally used in the study for neural network education. The performance of the power system is simulated independently with a typically integrated conventional controller and ANN controller. A complete spectrum of small signals is introduced for RESs in the isolated microgrid and a correct role in frequency control studies is taken into account.