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Decentralized automatic generation control of interconnected power systems incorporating asynchronous tie-lines.
Ibraheem1, Naimul Hasan1, Arkan Ahmed Hussein2
1Department of Electrical Engineering, Faculty of Engineering and Technology, Jamia Millia Islamia, New Delhi, India.
This study designed a decentralized automatic generation controller for interconnected power systems. Particle Swarm Optimization (PSO) demonstrated superior performance over Proportional-Integral-Derivative (PID) and Genetic Algorithm (GA) controllers for dynamic response.
Area of Science:
- Electrical Engineering
- Control Systems
- Optimization Algorithms
Background:
- Interconnected power systems require robust automatic generation control (AGC) to maintain stability.
- Conventional controllers like PID may struggle with complex dynamics and disturbances.
- Intelligent optimization techniques offer potential for improved AGC performance.
Purpose of the Study:
- To design and evaluate decentralized automatic generation controllers for interconnected power systems.
- To compare the effectiveness of Proportional-Integral-Derivative (PID), Genetic Algorithm (GA), and Particle Swarm Optimization (PSO) controllers.
- To analyze controller performance under different tie-line configurations (AC and asynchronous).
Main Methods:
- Design of decentralized AGC using PID, GA, and PSO.
- Simulation of a two-area interconnected thermal power system.
- Dynamic response analysis following a 1% load perturbation.
- Comparison of controller performance based on system dynamic responses.
Main Results:
- Particle Swarm Optimization (PSO) exhibited superior dynamic response compared to PID and GA controllers.
- The performance benefits of PSO were observed for both AC and asynchronous tie-line interconnections.
- All designed controllers were tested on identical two-area interconnected power systems.
Conclusions:
- PSO is a highly effective method for designing decentralized automatic generation controllers in interconnected power systems.
- Intelligent controllers like PSO offer significant advantages over conventional PID controllers for power system stability.
- The proposed PSO-based controller ensures improved dynamic performance and robustness.
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