ICTACT Journal on Soft Computing

V. Soni ¹, G. Parmar ¹, M. Kumar ¹, S. Panda ²

Affiliations
1 Department of Electronics and Communication Engineering, Rajasthan Technical University, IN
2 Department of Electrical Engineering, Veer Surendra Sai University of Technology, IN

Abstract

The combination of Grey Wolf Optimization and Pattern Search Technique (hGWO-PS) has been introduced to optimize the parameters of two Degree of Freedom Proportional-Integral-Derivative Controller (2DOF-PID) for controlling the load frequency in Automatic Generation Control (AGC) for interconnected power system. The interconnected two area power system of non-reheat thermal power plants consisting of 2DOF-PID controller in each area has been considered for design and analysis. Firstly, the proposed approach has been implemented in the aforementioned standard test system and thereafter, the robustness of the system consisting 2DOF-PID controller optimized by proposed technique has been estimated using the sensitivity analysis for the same. The robustness of the system consisting of 2DOF-PID controller optimized by proposed scheme is examined by varying the parameters of standard test system, loading conditions during operation, size and location of the disturbances. The performance of the 2DOF-PID controller optimized by proposed approach has also been compared with recently published approaches in the literature. The simulation results show that the proposed hGWO-PS optimized 2DOF-PID controller shows far better performance than recently published approaches in the literature in terms of dynamic response. The simulation results also show that system performances hardly change when the operating load condition and system parameters are changed by ±50% from their nominal values, i.e. the proposed controllers are quite robust for a wide range of the system parameters and operating load conditions from their nominal values.

Keywords

Automatic Generation Control (AGC), Multi-Area Power System, Two Degree of Freedom-PID Controllers (2DOF-PID), Grey Wolf Optimization (GWO), Pattern Search (PS).

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