Ant colony optimization algorithm based PID controller for LFC of two area power system

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Suraj S.Shinde; Nutan Tanaji Mote; Shubham Tanaji Mote

Ant colony optimization algorithm based PID controller for LFC of two area power system

Authors: Suraj S.Shinde, Nutan Tanaji Mote, Shubham Tanaji Mote

Unique Paper ID: 164807
Volume: 10
Issue: 12
PageNo: 1637-1639

Keywords: No Keywords Found

Abstract:
The project proposes a novel Artificial Intelligence technique known as Ant Colony Optimization (ACO) for optimal tuning of PID controllers for load frequency control. The design algorithm is implemented within a hydrothermal power system that comprises two control areas: one for hydroelectric power and the other for thermal power with a reheat stage. To ensure that the system accurately reflects real-world conditions, various nonlinearities such as the Generation Rate Constraint (GRC) and Dead Band are incorporated, alongside a broad spectrum of parameters. Three different cost functions have been suggested for tuning the PID controllers. The system has been tested for various load changes to reveal the effectiveness and robustness of the proposed technique.

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Cite This Article

ISSN: 2349-6002
Volume: 10
Issue: 12
PageNo: 1637-1639

Ant colony optimization algorithm based PID controller for LFC of two area power system

Available:https://ijirt.org/article?manuscript=164807

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