Voltage estimation using ICA on distribution system

Author

Hussain, M.M. ; Zakaria, Zuhaina Hj ; Serwan, Salleh

Author_Institution

Fac. of Electr. Eng., Univ. Teknol. MARA, Shah Alam, Malaysia

fYear

2013

fDate

3-4 June 2013

Firstpage

267

Lastpage

272

Abstract

This paper presents a method to estimate voltage profiles on source distribution system using Independent Component Analysis (ICA) algorithm. The profiles are estimated for 24- hours with time interval of 1 minute. The objective of this research is to reduce loss by controlling source of voltage per-unit. When voltage source is controlled, the losses occur on the system is reduced drastically. Power System Simulation for Engineering (PSS™E) Software and Python Programming was used in the simulation of IEEE 69 test bus system, while ICA is programmed using MATLAB R2012b version. The losses of simulation results with different tap changer and voltage set are compared and discussed in this paper.

Keywords

independent component analysis; power distribution; power system simulation; voltage measurement; ICA; IEEE 69 test bus system; MATLAB R2012b; Python programming; independent component analysis; power system simulation for engineering; source distribution system; time 1 min; time 24 hour; voltage estimation; voltage per-unit; Independent component analysis; Power engineering; Principal component analysis; Propagation losses; Reactive power; Voltage control; Electrical Distribution System; Independent Component Analysis; Power System Simulation Network; Voltage Profile;

fLanguage

English

Publisher

ieee

Conference_Titel

Power Engineering and Optimization Conference (PEOCO), 2013 IEEE 7th International

Conference_Location

Langkawi

Print_ISBN

978-1-4673-5072-3

Type

conf

DOI

10.1109/PEOCO.2013.6564555

Filename

6564555