Litcius/Paper detail

Implementation of Grasshopper optimization algorithm based cascaded fuzzy PD-PI controller for frequency stability in a multi-area power system

Debasis Tripathy, Sadasiva Behera, Nalin Behari Dev Choudhury

2020Journal of Interdisciplinary Mathematics11 citationsDOI

Abstract

Abstract This article proposed a Grasshopper optimization algorithm (GOA) based cascade controller i.e. fuzzy-PD with PI controller (FPD-PI) for the study of load frequency control. A three unequal-area interconnected power system employed with thermal units has been considered for the present study. Initially, the performance of the GOA technique is verified over the Ant-lion optimization technique with integral square error (ISE) as an objective function. Finally, the supremacy of the proposed FPD-PI controller is verified over other benchmark controllers namely PID and fuzzy-PID with GOA, after ensuring the superiority of integral time multiplied absolute error (ITAE) over ISE.

Topics & Concepts

PID controllerControl theory (sociology)Approximation errorController (irrigation)Benchmark (surveying)Automatic frequency controlAutomatic Generation ControlPower (physics)Ant colony optimization algorithmsCascadeFuzzy logicMathematicsElectric power systemComputer scienceStability (learning theory)AlgorithmControl engineeringEngineeringTemperature controlControl (management)Artificial intelligenceTelecommunicationsBiologyGeographyGeodesyPhysicsChemical engineeringAgronomyMachine learningQuantum mechanicsFrequency Control in Power SystemsMicrogrid Control and OptimizationPower System Optimization and Stability