Harris hawks optimization for model order reduction of power system

Author:

Roy Ranadip1,Mukherjee V.1,Pratap Singh Rudra1

Affiliation:

1. Department of Electrical Engineering, SanakaEducational Trust’s Group of Institutions, Department of ElectricalEngineering, Indian Institute of Technology (Indian School ofMines), Dhanbad, Jharkhand, India, Department of Electrical Engineering, Asansol Engineering College, Asansol, West Bengal, India Durgapur, West Bengal, India

Abstract

This paper aims to investigate the application of Harris hawks optimization (HHO) optimization for the solution of model order reduction (MOR) problem of power system application. The proposed approach is implemented to determine the reduced order equivalent model of large-scale power system model. The obligations encountered by the higher-scale model like stability, calculative effort and problem into local optima can be enhanced by this propounded methodology. These yielded reduced models have been tried in addition to the existing algorithms and the obtained results are contrasted considering various technical parameters to accomplish its effectiveness, reliability and robustness of the adopted strategy. Thus, superior performance of the proposed method is demonstrated. The validation of the methodology in terms of error index, time and frequency domain outputs, convergence curves with scalability of the approach are outlined in the investigation of the system.

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

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