DSP-Based PSO Implementation for Online Optimization of Power System Stabilizers

Author

Palangpour, Parviz ; Mitra, Pinaki ; Ray, Swakshar ; Venayagamoorthy, Ganesh K.

Author_Institution

Real-Time Power & Intell. Syst. Lab., Missouri Univ. of Sci. & Technol., Rolla, MO

fYear

2008

fDate

22-25 June 2008

Firstpage

379

Lastpage

384

Abstract

Real-time implementations of controllers require optimization algorithms which can be performed quickly. In this paper, a digital signal processor (DSP) implementation of particle swarm optimization (PSO) is presented. PSO is used to optimize the parameters of two stabilizers used in a power system. The controllers and PSO are both implemented on a single DSP in a hardware-in-loop configuration. Results showing the performance and feasibility for real-time implementations of PSO are presented.

Keywords

digital signal processing chips; particle swarm optimisation; power system control; power system stability; DSP-based PSO implementation; digital signal processor; hardware-in-loop configuration; online optimization; particle swarm optimization; power system stabilizers; Adaptive systems; Control systems; Digital signal processing; Digital signal processors; Field programmable gate arrays; Hardware; Power system simulation; Power systems; Real time systems; Signal processing algorithms; dsp; pso; pss; real-time;

fLanguage

English

Publisher

ieee

Conference_Titel

Adaptive Hardware and Systems, 2008. AHS '08. NASA/ESA Conference on

Conference_Location

Noordwijk

Print_ISBN

978-0-7695-3166-3

Type

conf

DOI

10.1109/AHS.2008.70

Filename

4584297