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Meta-heuristic Strategy Planned Controller for Frequency Supervision of Integrated Thermal Plant with Renewable Source

D Murugesan, K Jagatheesan, D. Boopathi

202116 citationsDOI

Abstract

In this artwork, an application of the metaheuristic optimization approach designed Proportional - Integral - Double Derivative (PIDD) controller is recommended to implement Automatic Generation Control (AGC) / Load Frequency Control (LFC). It consists of two areas integrated thermal power plants with renewable energy sources. The Ant Colony Optimization (ACO) approach is recommended to reap the benefit parameters of the controller inclusive of Proportional gain (Kp), Integral advantage (KI), and Double- Derivative gain (KDD). The Integral of Time Absolute Error (ITAE) is considered as the objective function for ACO. Performance of the proposed controller (ACO - PIDD) with ACO-PID and Conventional PID is in comparison and it proves the improvement as for as time-domain parameters in the proposed framework.

Topics & Concepts

PID controllerAutomatic Generation ControlControl theory (sociology)Ant colony optimization algorithmsController (irrigation)Renewable energyComputer scienceAutomatic frequency controlApproximation errorHeuristicDerivative (finance)Power (physics)Mathematical optimizationControl engineeringElectric power systemControl (management)Temperature controlMathematicsEngineeringAlgorithmTelecommunicationsArtificial intelligenceFinancial economicsQuantum mechanicsAgronomyEconomicsElectrical engineeringBiologyPhysicsFrequency Control in Power SystemsMicrogrid Control and OptimizationPower System Optimization and Stability
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