International Journal of Electrical and Computer Engineering
Vol 7, No 5: October 2017

Economic Dispatch Using Quantum Evolutionary Algorithm in Electrical Power System Involving Distributed Generators

Ni Ketut Aryani (Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia)
Adi Soeprijanto (Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia)
I Made Yulistya Negara (Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia)
Mat Syai’in (Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia)



Article Info

Publish Date
01 Oct 2017

Abstract

Unpredictable increase in power demands will overload the supply subsystems and insufficiently powered systems will suffer from instabilities, in which voltages drop below acceptable levels. Additional power sources are needed to satisfy the demand. Small capacity distributed generators (DGs) serve for this purpose well. One advantage of DGs is that they can be installed close to loads, so as to minimise loses. Optimum placements and sizing of DGs are critical to increase system voltages and to reduce loses. This will finally increase the overall system efficiency. This work exploits Quantum Evolutionary Algorithm (QEA) for the placements and sizing. This optimisation targets the cheapest generation cost. Quantum Evolutionary Algorithm is an Evolutionary Algorithm running on quantum computing, which works based on qubits and states superposition of quantum mechanics. Evolutionary algorithm with qubit representation has a better characteristic of diversity than classical approaches, since it can represent superposition of states.

Copyrights © 2017






Journal Info

Abbrev

IJECE

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

International Journal of Electrical and Computer Engineering (IJECE, ISSN: 2088-8708, a SCOPUS indexed Journal, SNIP: 1.001; SJR: 0.296; CiteScore: 0.99; SJR & CiteScore Q2 on both of the Electrical & Electronics Engineering, and Computer Science) is the official publication of the Institute of ...